From 9d1c03b896003a239c28599394dc1c50ade0e6ef Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 16 Sep 2024 20:18:32 +0200 Subject: [PATCH 001/404] FineTuneJob JSON format Scala 3 fix --- .../io/cequence/openaiscala/JsonFormats.scala | 30 +++++++++++++++---- 1 file changed, 25 insertions(+), 5 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index e4493943..ddee7ec6 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -197,7 +197,7 @@ object JsonFormats { Format(reads, writes) } lazy val assistantFileSearchToolFormat: Format[AssistantTool.FileSearchTool] = { - implicit val config = JsonConfiguration(SnakeCase) + implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) Json.format[AssistantTool.FileSearchTool] } @@ -501,9 +501,29 @@ object JsonFormats { (__ \ "hyperparameters").format[FineTuneHyperparams] and (__ \ "integrations").formatNullable[Seq[FineTune.Integration]] and (__ \ "seed").format[Int] - )(FineTuneJob.apply, unlift(FineTuneJob.unapply)) + )( + FineTuneJob.apply, + // somehow FineTuneJob.unapply is not working in Scala3 + (x: FineTuneJob) => + ( + x.id, + x.model, + x.created_at, + x.finished_at, + x.fine_tuned_model, + x.organization_id, + x.status, + x.training_file, + x.validation_file, + x.result_files, + x.trained_tokens, + x.error, + x.hyperparameters, + x.integrations, + x.seed + ) + ) - // somehow ModerationCategories.unapply is not working in Scala3 implicit lazy val moderationCategoriesFormat: Format[ModerationCategories] = ( (__ \ "hate").format[Boolean] and (__ \ "hate/threatening").format[Boolean] and @@ -514,7 +534,8 @@ object JsonFormats { (__ \ "violence/graphic").format[Boolean] )( ModerationCategories.apply, - { (x: ModerationCategories) => + // somehow ModerationCategories.unapply is not working in Scala3 + (x: ModerationCategories) => ( x.hate, x.hate_threatening, @@ -524,7 +545,6 @@ object JsonFormats { x.violence, x.violence_graphic ) - } ) // somehow ModerationCategoryScores.unapply is not working in Scala3 From 7bad41bdd1aad95c89c5dac4868af3e11487ab62 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 17 Sep 2024 14:22:23 +0200 Subject: [PATCH 002/404] WS client bump --- project/Dependencies.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/project/Dependencies.scala b/project/Dependencies.scala index ee7a0778..52e34993 100644 --- a/project/Dependencies.scala +++ b/project/Dependencies.scala @@ -1,7 +1,7 @@ object Dependencies { object Versions { - val wsClient = "0.5.8" + val wsClient = "0.5.9" val scalaMock = "6.0.0" } } From a32c3cf253affb4ca79d832ccc9d8f293e6f5375 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 17 Sep 2024 14:24:01 +0200 Subject: [PATCH 003/404] Logging added --- openai-core/build.sbt | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/openai-core/build.sbt b/openai-core/build.sbt index a5de7c7f..9ba8b18d 100644 --- a/openai-core/build.sbt +++ b/openai-core/build.sbt @@ -1,9 +1,12 @@ -import Dependencies.Versions._ +import Dependencies.Versions.* name := "openai-scala-core" description := "Core module of OpenAI Scala client" libraryDependencies ++= Seq( - "io.cequence" %% "ws-client-core" % wsClient + "io.cequence" %% "ws-client-core" % wsClient, + // logging + "com.typesafe.scala-logging" %% "scala-logging" % "3.9.5", + "ch.qos.logback" % "logback-classic" % "1.4.14" // requires JDK11, in order to use JDK8 switch to 1.3.5 ) From 226aa952f0a804de6a14dc893a1e78179de79273 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 17 Sep 2024 14:24:28 +0200 Subject: [PATCH 004/404] FineTuneJob - deprecations removed --- .../io/cequence/openaiscala/JsonFormats.scala | 158 +++++++++++++++++- .../domain/response/FineTuneJob.scala | 7 +- 2 files changed, 153 insertions(+), 12 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index ddee7ec6..8b6258ca 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -19,7 +19,7 @@ import io.cequence.openaiscala.domain.response.ResponseFormat.{ TextResponse } import io.cequence.openaiscala.domain.response._ -import io.cequence.openaiscala.domain.settings.JsonSchema +import io.cequence.openaiscala.domain.settings.JsonSchemaDef import io.cequence.openaiscala.domain.{ThreadMessageFile, _} import io.cequence.wsclient.JsonUtil import io.cequence.wsclient.JsonUtil.{enumFormat, snakeEnumFormat} @@ -974,7 +974,7 @@ object JsonFormats { case "code_interpreter" => JsSuccess(RunTool.CodeInterpreterTool) case "file_search" => JsSuccess(RunTool.FileSearchTool) case "function" => - (json \ "function" \ "name").validate[String].map(RunTool.FunctionTool) + (json \ "function" \ "name").validate[String].map(RunTool.FunctionTool.apply) case _ => JsError("Unknown type") } } @@ -1011,7 +1011,7 @@ object JsonFormats { case "none" => JsSuccess(None) case "auto" => JsSuccess(Auto) case "required" => JsSuccess(Required) - case _ => runToolFormat.reads(json).map(EnforcedTool) + case _ => runToolFormat.reads(json).map(EnforcedTool.apply) } } @@ -1136,9 +1136,155 @@ object JsonFormats { Json.writes[ThreadAndRun] } - implicit val jsonSchemaFormat: Format[JsonSchema] = { - implicit lazy val stringAnyMapFormat: Format[Map[String, Any]] = + implicit lazy val jsonTypeFormat: Format[JsonType] = enumFormat[JsonType]( + JsonType.Object, + JsonType.String, + JsonType.Number, + JsonType.Boolean, + JsonType.Null, + JsonType.Array + ) + + implicit lazy val jsonSchemaWrites: Writes[JsonSchema] = { + implicit val stringWrites = Json.writes[JsonSchema.String] + implicit val numberWrites = Json.writes[JsonSchema.Number] + implicit val booleanWrites = Json.writes[JsonSchema.Boolean] + // implicit val nullWrites = Json.writes[JsonSchema.Null] + + def writesAux(o: JsonSchema): JsValue = { + val typeValueJson = o.`type`.toString + + val json: JsObject = o match { + case c: JsonSchema.String => + val json = Json.toJson(c).as[JsObject] + if ((json \ "enum").asOpt[Seq[String]].exists(_.isEmpty)) json - "enum" else json + + case c: JsonSchema.Number => + Json.toJson(c).as[JsObject] + + case c: JsonSchema.Boolean => + Json.toJson(c).as[JsObject] + + case c: JsonSchema.Null => + Json.obj() + + case c: JsonSchema.Object => + Json.obj( + "properties" -> JsObject( + c.properties.map { case (key, value) => (key, writesAux(value)) } + ), + "required" -> c.required + ) + + case c: JsonSchema.Array => + Json.obj( + "items" -> writesAux(c.items) + ) + } + + json ++ Json.obj("type" -> typeValueJson) + } + + (o: JsonSchema) => writesAux(o) + } + + implicit lazy val jsonSchemaReads: Reads[JsonSchema] = new Reads[JsonSchema] { + implicit val stringReads: Reads[JsonSchema.String] = Json.reads[JsonSchema.String] + implicit val numberReads: Reads[JsonSchema.Number] = Json.reads[JsonSchema.Number] + implicit val booleanReads: Reads[JsonSchema.Boolean] = Json.reads[JsonSchema.Boolean] + // implicit val nullReads = Json.reads[JsonSchema.Null] + + def readsAux(o: JsValue): JsResult[JsonSchema] = { + (o \ "type") + .asOpt[JsonType] + .map { + case JsonType.String => + Json.fromJson[JsonSchema.String](o) + + case JsonType.Number => + Json.fromJson[JsonSchema.Number](o) + + case JsonType.Boolean => + Json.fromJson[JsonSchema.Boolean](o) + + case JsonType.Null => + JsSuccess(JsonSchema.Null()) + + case JsonType.Object => + (o \ "properties") + .asOpt[JsObject] + .map { propertiesJson => + val propertiesResults = propertiesJson.fields.map { case (key, jsValue) => + (key, readsAux(jsValue)) + }.toMap + + val propertiesErrors = propertiesResults.collect { case (_, JsError(errors)) => + errors + } + val properties = propertiesResults.collect { case (key, JsSuccess(value, _)) => + (key, value) + } + + val required = (o \ "required").asOpt[Seq[String]].getOrElse(Nil) + + if (propertiesErrors.isEmpty) + JsSuccess(JsonSchema.Object(properties, required)) + else + JsError(propertiesErrors.reduce(_ ++ _)) + } + .getOrElse( + JsError("Object schema must have a 'properties' field.") + ) + + case JsonType.Array => + (o \ "items") + .asOpt[JsObject] + .map { itemsJson => + readsAux(itemsJson).map { items => + JsonSchema.Array(items) + } + } + .getOrElse( + JsError("Array schema must have an 'items' field.") + ) + } + .getOrElse( + JsError("Schema must have a 'type' field.") + ) + } + + override def reads(json: JsValue): JsResult[JsonSchema] = readsAux(json) + } + + implicit lazy val jsonSchemaFormat: Format[JsonSchema] = + Format(jsonSchemaReads, jsonSchemaWrites) + + implicit lazy val eitherJsonSchemaReads: Reads[Either[JsonSchema, Map[String, Any]]] = { + implicit val stringAnyMapFormat: Format[Map[String, Any]] = + JsonUtil.StringAnyMapFormat + + Reads[Either[JsonSchema, Map[String, Any]]] { (json: JsValue) => + json + .validate[JsonSchema] + .map(Left(_)) + .orElse( + json.validate[Map[String, Any]].map(Right(_)) + ) + } + } + + implicit lazy val eitherJsonSchemaWrites: Writes[Either[JsonSchema, Map[String, Any]]] = { + implicit val stringAnyMapFormat: Format[Map[String, Any]] = JsonUtil.StringAnyMapFormat - Json.format[JsonSchema] + + Writes[Either[JsonSchema, Map[String, Any]]] { + case Left(schema) => Json.toJson(schema) + case Right(map) => Json.toJson(map) + } } + + implicit lazy val eitherJsonSchemaFormat: Format[Either[JsonSchema, Map[String, Any]]] = + Format(eitherJsonSchemaReads, eitherJsonSchemaWrites) + + implicit val jsonSchemaDefFormat: Format[JsonSchemaDef] = Json.format[JsonSchemaDef] } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/FineTuneJob.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/FineTuneJob.scala index 2a8e7efe..19239885 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/FineTuneJob.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/FineTuneJob.scala @@ -36,12 +36,7 @@ case class FineTuneJob( integrations: Option[Seq[FineTune.Integration]], // The seed used for the fine-tuning job. seed: Int -) { - @Deprecated - def updated_at = finished_at - @Deprecated - def events: Option[Seq[FineTuneEvent]] = None -} +) case class FineTuneEvent( id: String, From 1cfcce623e2d68225152ff9151db72601dae30bd Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 17 Sep 2024 14:25:53 +0200 Subject: [PATCH 005/404] Typed json schema with json formats introduced + json schema def renaming --- .../openaiscala/domain/JsonSchema.scala | 56 +++++++++++++++++++ .../CreateChatCompletionSettings.scala | 4 +- .../domain/settings/JsonSchema.scala | 8 --- .../domain/settings/JsonSchemaDef.scala | 23 ++++++++ 4 files changed, 81 insertions(+), 10 deletions(-) create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala delete mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchema.scala create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala new file mode 100644 index 00000000..d270d973 --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala @@ -0,0 +1,56 @@ +package io.cequence.openaiscala.domain + +import io.cequence.wsclient.domain.NamedEnumValue + +// Base trait for all JSON Schema elements +sealed trait JsonSchema { + def `type`: JsonType +} + +object JsonSchema { + + import java.lang.{ String => JString } + + case class Object( + properties: Map[JString, JsonSchema], + required: Seq[JString] = Nil + ) extends JsonSchema { + override val `type` = JsonType.Object + } + + case class String( + description: Option[JString] = None, + `enum`: Seq[JString] = Nil + ) extends JsonSchema { + override val `type` = JsonType.String + } + case class Number( + description: Option[JString] = None + ) extends JsonSchema { + override val `type` = JsonType.Number + } + case class Boolean( + description: Option[JString] = None + ) extends JsonSchema { + override val `type` = JsonType.Boolean + } + case class Null() extends JsonSchema { + override val `type` = JsonType.Null + } + case class Array( + items: JsonSchema + ) extends JsonSchema { + override val `type` = JsonType.Array + } +} + +object JsonType { + case object Object extends JsonType("object") + case object String extends JsonType("string") + case object Number extends JsonType("number") + case object Boolean extends JsonType("boolean") + case object Null extends JsonType("null") + case object Array extends JsonType("array") +} + +sealed abstract class JsonType(value: String) extends NamedEnumValue(value) \ No newline at end of file diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala index 84413106..9b5e42a8 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala @@ -77,11 +77,11 @@ case class CreateChatCompletionSettings( extra_params: Map[String, Any] = Map.empty, // json schema to use if response format = json_schema - jsonSchema: Option[JsonSchema] = None + jsonSchema: Option[JsonSchemaDef] = None // TODO: add service_tier ) { - def withJsonSchema(jsonSchema: JsonSchema): CreateChatCompletionSettings = + def withJsonSchema(jsonSchema: JsonSchemaDef): CreateChatCompletionSettings = copy(jsonSchema = Some(jsonSchema)) } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchema.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchema.scala deleted file mode 100644 index 5520cfff..00000000 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchema.scala +++ /dev/null @@ -1,8 +0,0 @@ -package io.cequence.openaiscala.domain.settings - -case class JsonSchema( - name: String, - strict: Boolean = false, - // TODO: introduce a proper json schema type / case classes - structure: Map[String, Any] -) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala new file mode 100644 index 00000000..dcde870f --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala @@ -0,0 +1,23 @@ +package io.cequence.openaiscala.domain.settings + +import io.cequence.openaiscala.domain.JsonSchema + +case class JsonSchemaDef( + name: String, + strict: Boolean = false, + structure: Either[JsonSchema, Map[String, Any]] // rename to jsonSchema +) + +object JsonSchemaDef { + def apply( + name: String, + strict: Boolean, + structure: Map[String, Any] + ): JsonSchemaDef = JsonSchemaDef(name, strict, Right(structure)) + + def apply( + name: String, + strict: Boolean, + structure: JsonSchema + ): JsonSchemaDef = JsonSchemaDef(name, strict, Left(structure)) +} From 0298726125fad1fe32b3cab86628909d1ccadaf1 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 17 Sep 2024 14:27:06 +0200 Subject: [PATCH 006/404] Service default models updated --- .../openaiscala/service/OpenAIServiceConsts.scala | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIServiceConsts.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIServiceConsts.scala index 8d56f57d..f7738c13 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIServiceConsts.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIServiceConsts.scala @@ -29,21 +29,20 @@ trait OpenAIServiceConsts { ) val CreateRun = CreateRunSettings( - model = Some(ModelId.gpt_3_5_turbo), + model = Some(ModelId.gpt_4o_mini), maxPromptTokens = Some(1000) ) - // TODO: check defaults val CreateThreadAndRun = CreateThreadAndRunSettings( - model = Some(ModelId.gpt_3_5_turbo) + model = Some(ModelId.gpt_4o_mini) ) val CreateChatCompletion = CreateChatCompletionSettings( - model = ModelId.gpt_3_5_turbo_1106, + model = ModelId.gpt_4o_mini, max_tokens = Some(1000) ) - def createJsonChatCompletion(jsonSchema: JsonSchema): CreateChatCompletionSettings = + def createJsonChatCompletion(jsonSchema: JsonSchemaDef): CreateChatCompletionSettings = CreateChatCompletionSettings( model = ModelId.gpt_4o_2024_08_06, max_tokens = Some(1000), @@ -52,12 +51,12 @@ trait OpenAIServiceConsts { ) val CreateChatFunCompletion = CreateChatCompletionSettings( - model = ModelId.gpt_3_5_turbo_1106, + model = ModelId.gpt_4o_mini, max_tokens = Some(1000) ) val CreateChatToolCompletion = CreateChatCompletionSettings( - model = ModelId.gpt_3_5_turbo_1106, + model = ModelId.gpt_4o_mini, max_tokens = Some(1000) ) @@ -94,7 +93,7 @@ trait OpenAIServiceConsts { ) val CreateFineTune = CreateFineTuneSettings( - model = ModelId.gpt_3_5_turbo_0613 + model = ModelId.gpt_4o_2024_08_06 ) // keep all OpenAI defaults From 1bdb8d3cecfae1b23881e72d9382dcad374f5803 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 17 Sep 2024 14:28:05 +0200 Subject: [PATCH 007/404] Special handling for O1 models (chat completion) --- ...tCompletionStreamedConversionAdapter.scala | 39 ++++++ openai-client/build.sbt | 5 - .../OpenAIChatCompletionServiceImpl.scala | 113 ++++++++++++------ .../ChatCompletionSettingsConversions.scala | 75 ++++++++++++ .../service/adapter/MessageConversions.scala | 35 ++++++ 5 files changed, 227 insertions(+), 40 deletions(-) create mode 100644 openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedConversionAdapter.scala create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala diff --git a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedConversionAdapter.scala b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedConversionAdapter.scala new file mode 100644 index 00000000..0c26432a --- /dev/null +++ b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedConversionAdapter.scala @@ -0,0 +1,39 @@ +package io.cequence.openaiscala.service + +import akka.NotUsed +import akka.stream.scaladsl.Source +import io.cequence.openaiscala.domain.BaseMessage +import io.cequence.openaiscala.domain.response.ChatCompletionChunkResponse +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings + +class OpenAIChatCompletionStreamedConversionAdapter { + def apply( + service: OpenAIChatCompletionStreamedServiceExtra, + messagesConversion: Seq[BaseMessage] => Seq[BaseMessage], + settingsConversion: CreateChatCompletionSettings => CreateChatCompletionSettings + ): OpenAIChatCompletionStreamedServiceExtra = + new OpenAIChatCompletionStreamedConversionAdapterImpl( + service, + messagesConversion, + settingsConversion + ) + + final private class OpenAIChatCompletionStreamedConversionAdapterImpl( + underlying: OpenAIChatCompletionStreamedServiceExtra, + messagesConversion: Seq[BaseMessage] => Seq[BaseMessage], + settingsConversion: CreateChatCompletionSettings => CreateChatCompletionSettings + ) extends OpenAIChatCompletionStreamedServiceExtra { + + override def createChatCompletionStreamed( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings + ): Source[ChatCompletionChunkResponse, NotUsed] = + underlying.createChatCompletionStreamed( + messagesConversion(messages), + settingsConversion(settings) + ) + + override def close(): Unit = + underlying.close() + } +} diff --git a/openai-client/build.sbt b/openai-client/build.sbt index 60b211ea..3ee2705e 100644 --- a/openai-client/build.sbt +++ b/openai-client/build.sbt @@ -11,8 +11,3 @@ libraryDependencies ++= Seq( "org.scalatest" %% "scalatest" % "3.2.18" % Test, "org.scalamock" %% "scalamock" % scalaMock % Test ) - -//libraryDependencies ++= Seq( -// "com.typesafe.scala-logging" %% "scala-logging" % "3.9.5", -// "ch.qos.logback" % "logback-classic" % "1.4.7" -//) diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala index 0fcb738a..2c4b39bf 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala @@ -1,14 +1,19 @@ package io.cequence.openaiscala.service.impl import io.cequence.openaiscala.JsonFormats._ -import io.cequence.openaiscala.domain.BaseMessage +import io.cequence.openaiscala.domain.{BaseMessage, ModelId} import io.cequence.openaiscala.domain.response._ import io.cequence.openaiscala.domain.settings._ +import io.cequence.openaiscala.service.adapter.{ + ChatCompletionSettingsConversions, + MessageConversions +} import io.cequence.openaiscala.service.{OpenAIChatCompletionService, OpenAIServiceConsts} +import io.cequence.wsclient.JsonUtil import io.cequence.wsclient.ResponseImplicits._ import io.cequence.wsclient.service.WSClient import io.cequence.wsclient.service.WSClientWithEngineTypes.WSClientWithEngine -import play.api.libs.json.{JsValue, Json} +import play.api.libs.json.{JsObject, JsValue, Json} import scala.concurrent.Future @@ -45,49 +50,71 @@ trait ChatCompletionBodyMaker { this: WSClient => + private val o1Models = Set( + ModelId.o1_preview, + ModelId.o1_preview_2024_09_12, + ModelId.o1_mini, + ModelId.o1_mini_2024_09_12 + ) + protected def createBodyParamsForChatCompletion( - messages: Seq[BaseMessage], + messagesAux: Seq[BaseMessage], settings: CreateChatCompletionSettings, stream: Boolean ): Seq[(Param, Option[JsValue])] = { - assert(messages.nonEmpty, "At least one message expected.") + assert(messagesAux.nonEmpty, "At least one message expected.") - val messageJsons = messages.map(Json.toJson(_)(messageWrites)) + // O1 models needs some special treatment... revisit this later + val messagesFinal = + if (o1Models.contains(settings.model)) + MessageConversions.systemToUserMessages(messagesAux) + else + messagesAux + + val messageJsons = messagesFinal.map(Json.toJson(_)(messageWrites)) + + // O1 models needs some special treatment... revisit this later + val settingsFinal = + if (o1Models.contains(settings.model)) + ChatCompletionSettingsConversions.o1Specific(settings) + else + settings jsonBodyParams( Param.messages -> Some(messageJsons), - Param.model -> Some(settings.model), - Param.temperature -> settings.temperature, - Param.top_p -> settings.top_p, - Param.n -> settings.n, + Param.model -> Some(settingsFinal.model), + Param.temperature -> settingsFinal.temperature, + Param.top_p -> settingsFinal.top_p, + Param.n -> settingsFinal.n, Param.stream -> Some(stream), Param.stop -> { - settings.stop.size match { + settingsFinal.stop.size match { case 0 => None - case 1 => Some(settings.stop.head) - case _ => Some(settings.stop) + case 1 => Some(settingsFinal.stop.head) + case _ => Some(settingsFinal.stop) } }, - Param.max_tokens -> settings.max_tokens, - Param.presence_penalty -> settings.presence_penalty, - Param.frequency_penalty -> settings.frequency_penalty, + Param.max_tokens -> settingsFinal.max_tokens, + Param.presence_penalty -> settingsFinal.presence_penalty, + Param.frequency_penalty -> settingsFinal.frequency_penalty, Param.logit_bias -> { - if (settings.logit_bias.isEmpty) None else Some(settings.logit_bias) + if (settingsFinal.logit_bias.isEmpty) None else Some(settingsFinal.logit_bias) }, - Param.user -> settings.user, - Param.logprobs -> settings.logprobs, - Param.top_logprobs -> settings.top_logprobs, - Param.seed -> settings.seed, + Param.user -> settingsFinal.user, + Param.logprobs -> settingsFinal.logprobs, + Param.top_logprobs -> settingsFinal.top_logprobs, + Param.seed -> settingsFinal.seed, Param.response_format -> { - settings.response_format_type.map { (formatType: ChatCompletionResponseFormatType) => - if (formatType != ChatCompletionResponseFormatType.json_schema) - Map("type" -> formatType.toString) - else - handleJsonSchema(settings) + settingsFinal.response_format_type.map { + (formatType: ChatCompletionResponseFormatType) => + if (formatType != ChatCompletionResponseFormatType.json_schema) + Map("type" -> formatType.toString) + else + handleJsonSchema(settingsFinal) } }, Param.extra_params -> { - if (settings.extra_params.nonEmpty) Some(settings.extra_params) else None + if (settingsFinal.extra_params.nonEmpty) Some(settingsFinal.extra_params) else None } ) } @@ -95,26 +122,42 @@ trait ChatCompletionBodyMaker { private def handleJsonSchema( settings: CreateChatCompletionSettings ): Map[String, Any] = - settings.jsonSchema.map { case JsonSchema(name, strict, structure) => - val adjustedSchema = if (strict) { + settings.jsonSchema.map { case JsonSchemaDef(name, strict, structure) => + val schemaMap: Map[String, Any] = structure match { + case Left(schema) => + val json = Json.toJson(schema).as[JsObject] + JsonUtil.toValueMap(json) + + case Right(schema) => schema + } + + val adjustedSchema: Map[String, Any] = if (strict) { // set "additionalProperties" -> false on "object" types if strict def addFlagAux(map: Map[String, Any]): Map[String, Any] = { val newMap = map.map { case (key, value) => - val newValue = value match { - case obj: Map[String, Any] => addFlagAux(obj) - case other => other + val unwrappedValue = value match { + case Some(value) => value + case other => other + } + + val newValue = unwrappedValue match { + case obj: Map[String, Any] => + addFlagAux(obj) + + case other => + other } key -> newValue } - if (map.get("type").contains("object")) + if (Seq("object", Some("object")).contains(map.getOrElse("type", ""))) { newMap + ("additionalProperties" -> false) - else + } else newMap } - addFlagAux(structure) - } else structure + addFlagAux(schemaMap) + } else schemaMap Map( "type" -> "json_schema", diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala new file mode 100644 index 00000000..54a590e7 --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -0,0 +1,75 @@ +package io.cequence.openaiscala.service.adapter + +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import org.slf4j.LoggerFactory + +object ChatCompletionSettingsConversions { + + private val logger = LoggerFactory.getLogger(getClass) + + type SettingsConversion = CreateChatCompletionSettings => CreateChatCompletionSettings + + case class FieldConversionDef( + doConversion: CreateChatCompletionSettings => Boolean, + convert: CreateChatCompletionSettings => CreateChatCompletionSettings, + loggingMessage: Option[String], + warning: Boolean = false + ) + + def generic( + fieldConversions: Seq[FieldConversionDef] + ): SettingsConversion = (settings: CreateChatCompletionSettings) => + fieldConversions.foldLeft(settings) { + case (acc, FieldConversionDef(isDefined, convert, loggingMessage, warning)) => + if (isDefined(acc)) { + loggingMessage.foreach(message => + if (warning) logger.warn(message) else logger.debug(message) + ) + convert(acc) + } else acc + } + + private val o1Conversions = Seq( + // max tokens + FieldConversionDef( + _.max_tokens.isDefined, + settings => + settings.copy( + max_tokens = None, + extra_params = + settings.extra_params + ("max_completion_tokens" -> settings.max_tokens.get) + ), + Some("O1 models don't support max_tokens, converting to max_completion_tokens") + ), + // temperature + FieldConversionDef( + settings => settings.temperature.isDefined && settings.temperature.get != 1, + _.copy(temperature = Some(1d)), + Some("O1 models don't support temperature values other than the default of 1, converting to 1."), + warning = true + ), + // top_p + FieldConversionDef( + settings => settings.top_p.isDefined && settings.top_p.get != 1, + _.copy(top_p = Some(1d)), + Some("O1 models don't support top p values other than the default of 1, converting to 1."), + warning = true + ), + // presence_penalty + FieldConversionDef( + settings => settings.presence_penalty.isDefined && settings.presence_penalty.get != 0, + _.copy(presence_penalty = Some(0d)), + Some("O1 models don't support presence penalty values other than the default of 0, converting to 0."), + warning = true + ), + // frequency_penalty + FieldConversionDef( + settings => settings.frequency_penalty.isDefined && settings.frequency_penalty.get != 0, + _.copy(frequency_penalty = Some(0d)), + Some("O1 models don't support frequency penalty values other than the default of 0, converting to 0."), + warning = true + ) + ) + + val o1Specific: SettingsConversion = generic(o1Conversions) +} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala new file mode 100644 index 00000000..bd1819e2 --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala @@ -0,0 +1,35 @@ +package io.cequence.openaiscala.service.adapter + +import io.cequence.openaiscala.domain.{BaseMessage, SystemMessage, UserMessage} +import org.slf4j.LoggerFactory + +object MessageConversions { + + private val logger = LoggerFactory.getLogger(getClass) + + type MessageConversion = Seq[BaseMessage] => Seq[BaseMessage] + + val systemToUserMessages: MessageConversion = + (messages: Seq[BaseMessage]) => { + val nonSystemMessages = messages.map { + case SystemMessage(content, _) => + logger.warn(s"System message found but not supported by an underlying model. Converting to a user message instead: '${content}'") + UserMessage(s"System: ${content}") + + case x: BaseMessage => x + } + + // there cannot be two consecutive user messages, so we need to merge them + nonSystemMessages.foldLeft(Seq.empty[BaseMessage]) { + case (acc, UserMessage(content, _)) if acc.nonEmpty => + acc.last match { + case UserMessage(lastContent, _) => + acc.init :+ UserMessage(lastContent + "\n" + content) + case _ => + acc :+ UserMessage(content) + } + + case (acc, message) => acc :+ message + } + } +} From 452eaafaa3ad60c6da4ff5575a14e8504892a0b7 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 17 Sep 2024 14:28:44 +0200 Subject: [PATCH 008/404] Special handling for O1 models (chat completion) --- openai-count-tokens/README.md | 2 +- .../openaiscala/examples/CreateChatCompletion.scala | 8 ++++---- .../scala/io/cequence/openaiscala/examples/Example.scala | 3 +++ 3 files changed, 8 insertions(+), 5 deletions(-) diff --git a/openai-count-tokens/README.md b/openai-count-tokens/README.md index 011e013b..30cedccb 100755 --- a/openai-count-tokens/README.md +++ b/openai-count-tokens/README.md @@ -12,7 +12,7 @@ The currently supported Scala versions are **2.12, 2.13**, and **3**. To pull the library you have to add the following dependency to your *build.sbt* ``` -"io.cequence" %% "openai-scala-count-tokens" % "1.0.0" +"io.cequence" %% "openai-scala-count-tokens" % "1.1.0" ``` or to *pom.xml* (if you use maven) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala index 099232d0..8da2c72d 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala @@ -1,6 +1,6 @@ package io.cequence.openaiscala.examples -import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, CreateChatCompletionSettings} import io.cequence.openaiscala.domain._ import scala.concurrent.Future @@ -8,7 +8,7 @@ import scala.concurrent.Future object CreateChatCompletion extends Example { private val messages = Seq( - SystemMessage("You are a helpful assistant."), + SystemMessage("You are a helpful weather assistant."), UserMessage("What is the weather like in Norway?") ) @@ -17,9 +17,9 @@ object CreateChatCompletion extends Example { .createChatCompletion( messages = messages, settings = CreateChatCompletionSettings( - model = ModelId.gpt_4o_2024_05_13, + model = ModelId.o1_mini, temperature = Some(0), - max_tokens = Some(100) + max_tokens = Some(4000) ) ) .map { content => diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala index ec290c21..6a5124b7 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala @@ -40,4 +40,7 @@ trait ExampleBase[T <: CloseableService] { protected def printMessageContent(response: ChatCompletionResponse): Unit = println(response.choices.head.message.content) + + protected def messageContent(response: ChatCompletionResponse): String = + response.choices.head.message.content } From 5e89f4ba23b151d969f2cc660cf5e075a39e1653 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 17 Sep 2024 14:30:39 +0200 Subject: [PATCH 009/404] Experimental reflective inference of json schema from a case class - example: CreateChatCompletionJsonForCaseClass --- .../service/JsonSchemaReflectionHelper.scala | 101 ++++++++++++++++++ .../openaiscala/service/ReflectionUtil.scala | 41 +++++++ .../examples/CreateChatCompletionJson.scala | 8 +- ...CreateChatCompletionJsonForCaseClass.scala | 47 ++++++++ .../CreateChatCompletionStreamedJson.scala | 2 +- .../examples/fixtures/TestFixtures.scala | 41 +++++-- 6 files changed, 229 insertions(+), 11 deletions(-) create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/ReflectionUtil.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala new file mode 100644 index 00000000..e2387ac8 --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala @@ -0,0 +1,101 @@ +package io.cequence.openaiscala.service + +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.domain.JsonSchema + +import scala.reflect.runtime.universe._ +import io.cequence.openaiscala.service.ReflectionUtil._ + +// This is experimental and subject to change +trait JsonSchemaReflectionHelper { + + def jsonSchemaFor[T: TypeTag]( + dateAsNumber: Boolean = false, + useRuntimeMirror: Boolean = false + ): JsonSchema = { + val mirror = if (useRuntimeMirror) runtimeMirror(getClass.getClassLoader) else typeTag[T].mirror + asJsonSchema(typeOf[T], mirror, dateAsNumber) + } + + private def asJsonSchema( + typ: Type, + mirror: Mirror, + dateAsNumber: Boolean = false + ): JsonSchema = + typ match { + // number + case t + if t matches (typeOf[Int], typeOf[Long], typeOf[Byte], typeOf[Double], typeOf[ + Float + ], typeOf[BigDecimal], typeOf[BigInt]) => + JsonSchema.Number() + + // boolean + case t if t matches typeOf[Boolean] => + JsonSchema.Boolean() + + // string + case t if t matches (typeOf[String], typeOf[java.util.UUID]) => + JsonSchema.String() + + // enum + case t if t subMatches (typeOf[Enumeration#Value], typeOf[Enum[_]]) => + JsonSchema.String() + + // date + case t if t matches (typeOf[java.util.Date], typeOf[org.joda.time.DateTime]) => + if (dateAsNumber) JsonSchema.Number() else JsonSchema.String() + + // array/seq + case t if t subMatches (typeOf[Seq[_]], typeOf[Set[_]], typeOf[Array[_]]) => + val innerType = t.typeArgs.head + val itemsSchema = asJsonSchema(innerType, mirror, dateAsNumber) + JsonSchema.Array(itemsSchema) + + case t if isCaseClass(t) => + caseClassAsJsonSchema(t, mirror, dateAsNumber) + + // map - TODO + case t if t subMatches (typeOf[Map[String, _]]) => + throw new OpenAIScalaClientException( + "JSON schema reflection doesn't support 'Map' type." + ) + + // either value - TODO + case t if t matches typeOf[Either[_, _]] => + throw new OpenAIScalaClientException( + "JSON schema reflection doesn't support 'Either' type." + ) + + // otherwise + case _ => + val typeName = + if (typ <:< typeOf[Option[_]]) + s"Option[${typ.typeArgs.head.typeSymbol.fullName}]" + else + typ.typeSymbol.fullName + throw new OpenAIScalaClientException(s"Type ${typeName} unknown.") + } + + private def caseClassAsJsonSchema( + typ: Type, + mirror: Mirror, + dateAsNumber: Boolean + ): JsonSchema = { + val memberNamesAndTypes = getCaseClassMemberNamesAndTypes(typ) + + val fieldSchemas = memberNamesAndTypes.toSeq.map { + case (fieldName: String, memberType: Type) => + val fieldSchema = asJsonSchema(memberType, mirror, dateAsNumber) + (fieldName, fieldSchema, memberType.isOption()) + } + + val required = fieldSchemas.collect { case (fieldName, _, false) => fieldName } + val properties = fieldSchemas.map { case (fieldName, schema, _) => (fieldName, schema) } + + JsonSchema.Object( + properties.toMap, + required + ) + } +} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/ReflectionUtil.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/ReflectionUtil.scala new file mode 100644 index 00000000..0c10533d --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/ReflectionUtil.scala @@ -0,0 +1,41 @@ +package io.cequence.openaiscala.service + +import scala.reflect.runtime.universe._ + +object ReflectionUtil { + + implicit class InfixOp(val typ: Type) { + + private val optionInnerType = + if (typ <:< typeOf[Option[_]]) + Some(typ.typeArgs.head) + else + None + + def matches(types: Type*): Boolean = + types.exists(typ =:= _) || + (optionInnerType.isDefined && types.exists(optionInnerType.get =:= _)) + + def subMatches(types: Type*): Boolean = + types.exists(typ <:< _) || + (optionInnerType.isDefined && types.exists(optionInnerType.get <:< _)) + + def isOption(): Boolean = + typ <:< typeOf[Option[_]] + } + + def isCaseClass(runType: Type): Boolean = + runType.members.exists(m => m.isMethod && m.asMethod.isCaseAccessor) + + def shortName(symbol: Symbol): String = { + val paramFullName = symbol.fullName + paramFullName.substring(paramFullName.lastIndexOf('.') + 1, paramFullName.length) + } + + def getCaseClassMemberNamesAndTypes( + runType: Type + ): Traversable[(String, Type)] = + runType.decls.sorted.collect { + case m: MethodSymbol if m.isCaseAccessor => (shortName(m), m.returnType) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala index 84dec577..9b66f6ca 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala @@ -3,6 +3,7 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.examples.fixtures.TestFixtures import io.cequence.openaiscala.service.OpenAIServiceConsts +import play.api.libs.json.Json import scala.concurrent.Future @@ -17,9 +18,10 @@ object CreateChatCompletionJson extends Example with TestFixtures with OpenAISer service .createChatCompletion( messages = messages, - settings = DefaultSettings.createJsonChatCompletion(capitalsSchema) + settings = DefaultSettings.createJsonChatCompletion(capitalsSchemaDef1) ) - .map { content => - printMessageContent(content) + .map { response => + val json = Json.parse(messageContent(response)) + println(Json.prettyPrint(json)) } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala new file mode 100644 index 00000000..a9c19f55 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala @@ -0,0 +1,47 @@ +package io.cequence.openaiscala.examples + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.JsonSchemaDef +import io.cequence.openaiscala.examples.fixtures.TestFixtures +import io.cequence.openaiscala.service.{JsonSchemaReflectionHelper, OpenAIServiceConsts} +import play.api.libs.json.Json + +import scala.concurrent.Future + +// experimental +object CreateChatCompletionJsonForCaseClass extends Example with TestFixtures with JsonSchemaReflectionHelper with OpenAIServiceConsts { + + private val messages = Seq( + SystemMessage(capitalsPrompt), + UserMessage("List only african countries") + ) + + // Case class(es) + private case class CapitalsResponse( + countries: Seq[Country], + ) + + private case class Country( + country: String, + capital: String + ) + + // json schema def + private val jsonSchemaDef: JsonSchemaDef = JsonSchemaDef( + name = "capitals_response", + strict = true, + // reflective json schema for case class + structure = jsonSchemaFor[CapitalsResponse]() + ) + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = DefaultSettings.createJsonChatCompletion(jsonSchemaDef) + ) + .map { response => + val json = Json.parse(messageContent(response)) + println(Json.prettyPrint(json)) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamedJson.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamedJson.scala index f2de9d1d..c94cd6f9 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamedJson.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamedJson.scala @@ -26,7 +26,7 @@ object CreateChatCompletionStreamedJson service .createChatCompletionStreamed( messages = messages, - settings = DefaultSettings.createJsonChatCompletion(capitalsSchema) + settings = DefaultSettings.createJsonChatCompletion(capitalsSchemaDef1) ) .runWith( Sink.foreach { completion => diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/fixtures/TestFixtures.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/fixtures/TestFixtures.scala index a00f4abc..445573d4 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/fixtures/TestFixtures.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/fixtures/TestFixtures.scala @@ -1,18 +1,46 @@ package io.cequence.openaiscala.examples.fixtures -import io.cequence.openaiscala.domain.settings.JsonSchema +import io.cequence.openaiscala.domain.JsonSchema +import io.cequence.openaiscala.domain.settings.JsonSchemaDef +import org.slf4j.LoggerFactory trait TestFixtures { + val logger = LoggerFactory.getLogger(getClass) + val capitalsPrompt = "Give me the most populous capital cities in JSON format." - val capitalsSchema = JsonSchema( - name = "capitals_response", - strict = true, - structure = capitalsSchemaStructure + val capitalsSchemaDef1 = capitalsSchemaDefAux(Left(capitalsSchema1)) + + val capitalsSchemaDef2 = capitalsSchemaDefAux(Right(capitalsSchema2)) + + def capitalsSchemaDefAux(schema: Either[JsonSchema, Map[String, Any]]) = + JsonSchemaDef( + name = "capitals_response", + strict = true, + structure = schema + ) + + lazy protected val capitalsSchema1 = JsonSchema.Object( + properties = Map( + "countries" -> JsonSchema.Array( + items = JsonSchema.Object( + properties = Map( + "country" -> JsonSchema.String( + description = Some("The name of the country") + ), + "capital" -> JsonSchema.String( + description = Some("The capital city of the country") + ) + ), + required = Seq("country", "capital") + ) + ) + ), + required = Seq("countries") ) - lazy private val capitalsSchemaStructure = Map( + lazy protected val capitalsSchema2 = Map( "type" -> "object", "properties" -> Map( "countries" -> Map( @@ -35,5 +63,4 @@ trait TestFixtures { ), "required" -> Seq("countries") ) - } From 51adcbfde18b324b69f1ca2d5118dee99832b862 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 18 Sep 2024 17:17:33 +0200 Subject: [PATCH 010/404] Formatting + ws client bump --- .../cequence/openaiscala/domain/JsonSchema.scala | 4 ++-- .../service/JsonSchemaReflectionHelper.scala | 3 ++- .../ChatCompletionSettingsConversions.scala | 16 ++++++++++++---- .../service/adapter/MessageConversions.scala | 4 +++- .../CreateChatCompletionJsonForCaseClass.scala | 8 ++++++-- project/Dependencies.scala | 2 +- 6 files changed, 26 insertions(+), 11 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala index d270d973..93b28804 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala @@ -9,7 +9,7 @@ sealed trait JsonSchema { object JsonSchema { - import java.lang.{ String => JString } + import java.lang.{String => JString} case class Object( properties: Map[JString, JsonSchema], @@ -53,4 +53,4 @@ object JsonType { case object Array extends JsonType("array") } -sealed abstract class JsonType(value: String) extends NamedEnumValue(value) \ No newline at end of file +sealed abstract class JsonType(value: String) extends NamedEnumValue(value) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala index e2387ac8..3dd1cb6a 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala @@ -13,7 +13,8 @@ trait JsonSchemaReflectionHelper { dateAsNumber: Boolean = false, useRuntimeMirror: Boolean = false ): JsonSchema = { - val mirror = if (useRuntimeMirror) runtimeMirror(getClass.getClassLoader) else typeTag[T].mirror + val mirror = + if (useRuntimeMirror) runtimeMirror(getClass.getClassLoader) else typeTag[T].mirror asJsonSchema(typeOf[T], mirror, dateAsNumber) } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala index 54a590e7..7e6ae792 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -45,28 +45,36 @@ object ChatCompletionSettingsConversions { FieldConversionDef( settings => settings.temperature.isDefined && settings.temperature.get != 1, _.copy(temperature = Some(1d)), - Some("O1 models don't support temperature values other than the default of 1, converting to 1."), + Some( + "O1 models don't support temperature values other than the default of 1, converting to 1." + ), warning = true ), // top_p FieldConversionDef( settings => settings.top_p.isDefined && settings.top_p.get != 1, _.copy(top_p = Some(1d)), - Some("O1 models don't support top p values other than the default of 1, converting to 1."), + Some( + "O1 models don't support top p values other than the default of 1, converting to 1." + ), warning = true ), // presence_penalty FieldConversionDef( settings => settings.presence_penalty.isDefined && settings.presence_penalty.get != 0, _.copy(presence_penalty = Some(0d)), - Some("O1 models don't support presence penalty values other than the default of 0, converting to 0."), + Some( + "O1 models don't support presence penalty values other than the default of 0, converting to 0." + ), warning = true ), // frequency_penalty FieldConversionDef( settings => settings.frequency_penalty.isDefined && settings.frequency_penalty.get != 0, _.copy(frequency_penalty = Some(0d)), - Some("O1 models don't support frequency penalty values other than the default of 0, converting to 0."), + Some( + "O1 models don't support frequency penalty values other than the default of 0, converting to 0." + ), warning = true ) ) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala index bd1819e2..d41b2de6 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala @@ -13,7 +13,9 @@ object MessageConversions { (messages: Seq[BaseMessage]) => { val nonSystemMessages = messages.map { case SystemMessage(content, _) => - logger.warn(s"System message found but not supported by an underlying model. Converting to a user message instead: '${content}'") + logger.warn( + s"System message found but not supported by an underlying model. Converting to a user message instead: '${content}'" + ) UserMessage(s"System: ${content}") case x: BaseMessage => x diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala index a9c19f55..6eca24a9 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala @@ -9,7 +9,11 @@ import play.api.libs.json.Json import scala.concurrent.Future // experimental -object CreateChatCompletionJsonForCaseClass extends Example with TestFixtures with JsonSchemaReflectionHelper with OpenAIServiceConsts { +object CreateChatCompletionJsonForCaseClass + extends Example + with TestFixtures + with JsonSchemaReflectionHelper + with OpenAIServiceConsts { private val messages = Seq( SystemMessage(capitalsPrompt), @@ -18,7 +22,7 @@ object CreateChatCompletionJsonForCaseClass extends Example with TestFixtures wi // Case class(es) private case class CapitalsResponse( - countries: Seq[Country], + countries: Seq[Country] ) private case class Country( diff --git a/project/Dependencies.scala b/project/Dependencies.scala index 52e34993..53d5378a 100644 --- a/project/Dependencies.scala +++ b/project/Dependencies.scala @@ -1,7 +1,7 @@ object Dependencies { object Versions { - val wsClient = "0.5.9" + val wsClient = "0.6.0" val scalaMock = "6.0.0" } } From f6a9d5f1079fbe3e64fc0f045c447ac32f676966 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 18 Sep 2024 17:37:36 +0200 Subject: [PATCH 011/404] Chat completion provider refactored --- README.md | 5 +- .../openaiscala/domain/BaseMessage.scala | 1 + .../examples/ChatCompletionProvider.scala | 114 +++++++----------- ...tCompletionStreamedWithOpenAIAdapter.scala | 3 +- ...reateChatCompletionWithOpenAIAdapter.scala | 3 +- .../CerebrasCreateChatCompletion.scala | 3 +- ...CerebrasCreateChatCompletionStreamed.scala | 3 +- .../FireworksAICreateChatCompletion.scala | 3 +- ...eworksAICreateChatCompletionStreamed.scala | 3 +- .../nonopenai/GroqCreateChatCompletion.scala | 3 +- .../GroqCreateChatCompletionStreamed.scala | 3 +- .../MistralCreateChatCompletion.scala | 3 +- .../MistralCreateChatCompletionStreamed.scala | 3 +- .../OctoMLCreateChatCompletion.scala | 3 +- .../OctoMLCreateChatCompletionStreamed.scala | 3 +- .../TogetherAICreateChatCompletion.scala | 3 +- ...tCompletionStreamedWithOpenAIAdapter.scala | 3 +- ...reateChatCompletionWithOpenAIAdapter.scala | 3 +- 18 files changed, 63 insertions(+), 102 deletions(-) diff --git a/README.md b/README.md index 7aeefa19..de0f559c 100755 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ This is a no-nonsense async Scala client for OpenAI API supporting all the avail * **Models**: [listModels](https://platform.openai.com/docs/api-reference/models/list), and [retrieveModel](https://platform.openai.com/docs/api-reference/models/retrieve) * **Completions**: [createCompletion](https://platform.openai.com/docs/api-reference/completions/create) -* **Chat Completions**: [createChatCompletion](https://platform.openai.com/docs/api-reference/chat/create) (also with GPT vision support!), [createChatFunCompletion](https://platform.openai.com/docs/api-reference/chat/create) (deprecated), and [createChatToolCompletion](https://platform.openai.com/docs/api-reference/chat/create) +* **Chat Completions**: [createChatCompletion](https://platform.openai.com/docs/api-reference/chat/create) (also with JSON schema support 🔥), [createChatFunCompletion](https://platform.openai.com/docs/api-reference/chat/create) (deprecated), and [createChatToolCompletion](https://platform.openai.com/docs/api-reference/chat/create) * **Edits**: [createEdit](https://platform.openai.com/docs/api-reference/edits/create) (deprecated) * **Images**: [createImage](https://platform.openai.com/docs/api-reference/images/create), [createImageEdit](https://platform.openai.com/docs/api-reference/images/create-edit), and [createImageVariation](https://platform.openai.com/docs/api-reference/images/create-variation) * **Embeddings**: [createEmbeddings](https://platform.openai.com/docs/api-reference/embeddings/create) @@ -33,10 +33,11 @@ In addition to the OpenAI API, this library also supports API-compatible provide - [Azure AI](https://azure.microsoft.com/en-us/products/ai-studio) - cloud-based, offers a vast selection of open-source models - [Anthropic](https://www.anthropic.com/api) - cloud-based, a major competitor to OpenAI, features proprietary/closed-source models such as Claude3 - Haiku, Sonnet, and Opus - [Google Vertex AI](https://cloud.google.com/vertex-ai) (🔥 **New**) - cloud-based, features proprietary/closed-source models such as Gemini 1.5 Pro and flash -- [Groq](https://wow.groq.com/) - cloud-based provider, known for its super-fast inference with LPUs +- [Groq](https://wow.groq.com/) - cloud-based provider, known for its superfast inference with LPUs - [Fireworks AI](https://fireworks.ai/) - cloud-based provider - [OctoAI](https://octo.ai/) - cloud-based provider - [TogetherAI](https://www.together.ai/) (🔥 **New**) - cloud-based provider +- [Cerebras](https://cerebras.ai/) (🔥 **New**) - cloud-based provider, superfast (akin to Groq) - [Mistral](https://mistral.ai/) (🔥 **New**) - cloud-based, leading open-source LLM company - [Ollama](https://ollama.com/) - runs locally, serves as an umbrella for open-source LLMs including LLaMA3, dbrx, and Command-R - [FastChat](https://github.com/lm-sys/FastChat) - runs locally, serves as an umbrella for open-source LLMs such as Vicuna, Alpaca, and FastChat-T5 diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala index 98cef8c4..6867d32e 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala @@ -124,6 +124,7 @@ final case class FunMessage( /** * Deprecation warning: Use typed Message(s), such as SystemMessage, UserMessage, instead. + * Will be dropped in the next major version. */ @Deprecated final case class MessageSpec( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ChatCompletionProvider.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ChatCompletionProvider.scala index 3c2d9ba3..0ce5a495 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ChatCompletionProvider.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ChatCompletionProvider.scala @@ -2,128 +2,102 @@ package io.cequence.openaiscala.examples import akka.stream.Materializer import io.cequence.openaiscala.anthropic.service.AnthropicServiceFactory -import io.cequence.openaiscala.service.{ - OpenAIChatCompletionService, - OpenAIChatCompletionServiceFactory, - OpenAIChatCompletionStreamedServiceExtra, - OpenAIChatCompletionStreamedServiceFactory -} +import io.cequence.openaiscala.service.OpenAIChatCompletionServiceFactory +import io.cequence.openaiscala.service.OpenAIStreamedServiceImplicits._ import io.cequence.openaiscala.vertexai.service.VertexAIServiceFactory import io.cequence.wsclient.domain.WsRequestContext import scala.concurrent.ExecutionContext -import io.cequence.openaiscala.service.StreamedServiceTypes +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService object ChatCompletionProvider { - case class ProviderSettings( + private case class ProviderSettings( coreUrl: String, apiKeyEnvVariable: String ) - val Cerebras = ProviderSettings("https://api.cerebras.ai/v1/", "CEREBRAS_API_KEY") - val Groq = ProviderSettings("https://api.groq.com/openai/v1/", "GROQ_API_KEY") - val Fireworks = + private val Cerebras = ProviderSettings("https://api.cerebras.ai/v1/", "CEREBRAS_API_KEY") + private val Groq = ProviderSettings("https://api.groq.com/openai/v1/", "GROQ_API_KEY") + private val Fireworks = ProviderSettings("https://api.fireworks.ai/inference/v1/", "FIREWORKS_API_KEY") - val Mistral = ProviderSettings("https://api.mistral.ai/v1/", "MISTRAL_API_KEY") - val OctoML = ProviderSettings("https://text.octoai.run/v1/", "OCTOAI_TOKEN") - val TogetherAI = ProviderSettings("https://api.together.xyz/v1/", "TOGETHERAI_API_KEY") + private val Mistral = ProviderSettings("https://api.mistral.ai/v1/", "MISTRAL_API_KEY") + private val OctoML = ProviderSettings("https://text.octoai.run/v1/", "OCTOAI_TOKEN") + private val TogetherAI = ProviderSettings("https://api.together.xyz/v1/", "TOGETHERAI_API_KEY") + /** + * Requires `CEREBRAS_API_KEY` + */ def cerebras( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionService = provide(Cerebras) + ): OpenAIChatCompletionStreamedService = provide(Cerebras) + /** + * Requires `GROQ_API_KEY` + */ def groq( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionService = provide(Groq) + ): OpenAIChatCompletionStreamedService = provide(Groq) + /** + * Requires `FIREWORKS_API_KEY` + */ def fireworks( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionService = provide(Fireworks) + ): OpenAIChatCompletionStreamedService = provide(Fireworks) + /** + * Requires `MISTRAL_API_KEY` + */ def mistral( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionService = provide(Mistral) + ): OpenAIChatCompletionStreamedService = provide(Mistral) + /** + * Requires `OCTOAI_TOKEN` + */ def octoML( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionService = provide(OctoML) + ): OpenAIChatCompletionStreamedService = provide(OctoML) + /** + * Requires `TOGETHERAI_API_KEY` + */ def togetherAI( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionService = provide(TogetherAI) + ): OpenAIChatCompletionStreamedService = provide(TogetherAI) + /** + * Requires `VERTEXAI_API_KEY` and "VERTEXAI_LOCATION" + */ def vertexAI( - implicit ec: ExecutionContext, - m: Materializer - ): StreamedServiceTypes.OpenAIChatCompletionStreamedService = + implicit ec: ExecutionContext + ): OpenAIChatCompletionStreamedService = VertexAIServiceFactory.asOpenAI() + /** + * Requires `ANTHROPIC_API_KEY` + */ def anthropic( implicit ec: ExecutionContext, m: Materializer - ): StreamedServiceTypes.OpenAIChatCompletionStreamedService = + ): OpenAIChatCompletionStreamedService = AnthropicServiceFactory.asOpenAI() - object streamed { - def cerebras( - implicit ec: ExecutionContext, - m: Materializer - ): OpenAIChatCompletionStreamedServiceExtra = provideStreamed(Cerebras) - - def groq( - implicit ec: ExecutionContext, - m: Materializer - ): OpenAIChatCompletionStreamedServiceExtra = provideStreamed(Groq) - - def fireworks( - implicit ec: ExecutionContext, - m: Materializer - ): OpenAIChatCompletionStreamedServiceExtra = provideStreamed(Fireworks) - - def mistral( - implicit ec: ExecutionContext, - m: Materializer - ): OpenAIChatCompletionStreamedServiceExtra = provideStreamed(Mistral) - - def octoML( - implicit ec: ExecutionContext, - m: Materializer - ): OpenAIChatCompletionStreamedServiceExtra = provideStreamed(OctoML) - - def togetherAI( - implicit ec: ExecutionContext, - m: Materializer - ): OpenAIChatCompletionStreamedServiceExtra = provideStreamed(TogetherAI) - } - private def provide( settings: ProviderSettings )( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionService = OpenAIChatCompletionServiceFactory( - coreUrl = settings.coreUrl, - WsRequestContext(authHeaders = - Seq(("Authorization", s"Bearer ${sys.env(settings.apiKeyEnvVariable)}")) - ) - ) - - private def provideStreamed( - settings: ProviderSettings - )( - implicit ec: ExecutionContext, - m: Materializer - ): OpenAIChatCompletionStreamedServiceExtra = OpenAIChatCompletionStreamedServiceFactory( + ): OpenAIChatCompletionStreamedService = OpenAIChatCompletionServiceFactory.withStreaming( coreUrl = settings.coreUrl, WsRequestContext(authHeaders = Seq(("Authorization", s"Bearer ${sys.env(settings.apiKeyEnvVariable)}")) ) ) - } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala index f06df2d1..f583a7e9 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -18,8 +18,7 @@ object AnthropicCreateChatCompletionStreamedWithOpenAIAdapter private val logger = LoggerFactory.getLogger(this.getClass) - override val service: OpenAIChatCompletionStreamedService = - ChatCompletionProvider.anthropic + override val service: OpenAIChatCompletionStreamedService = ChatCompletionProvider.anthropic private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala index d2e58dff..dc5d1504 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala @@ -11,8 +11,7 @@ import scala.concurrent.Future object AnthropicCreateChatCompletionWithOpenAIAdapter extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionService = - ChatCompletionProvider.anthropic + override val service: OpenAIChatCompletionService = ChatCompletionProvider.anthropic private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala index 712e008b..50bd4e3e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala @@ -12,8 +12,7 @@ import scala.concurrent.Future */ object CerebrasCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionService = - ChatCompletionProvider.cerebras + override val service: OpenAIChatCompletionService = ChatCompletionProvider.cerebras private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletionStreamed.scala index 4b03cf42..d27dbe6c 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletionStreamed.scala @@ -12,8 +12,7 @@ import scala.concurrent.Future object CerebrasCreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { - override val service: OpenAIChatCompletionStreamedServiceExtra = - ChatCompletionProvider.streamed.cerebras + override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.cerebras private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala index 1ea2d91b..8d024c0a 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala @@ -16,8 +16,7 @@ import scala.concurrent.Future object FireworksAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { private val fireworksModelPrefix = "accounts/fireworks/models/" - override val service: OpenAIChatCompletionService = - ChatCompletionProvider.fireworks + override val service: OpenAIChatCompletionService = ChatCompletionProvider.fireworks private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala index 7d09339f..fc1f51f8 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala @@ -13,8 +13,7 @@ object FireworksAICreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { private val fireworksModelPrefix = "accounts/fireworks/models/" - override val service: OpenAIChatCompletionStreamedServiceExtra = - ChatCompletionProvider.streamed.fireworks + override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.fireworks private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala index 3b9db127..b282697e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala @@ -12,8 +12,7 @@ import scala.concurrent.Future */ object GroqCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionService = - ChatCompletionProvider.groq + override val service: OpenAIChatCompletionService = ChatCompletionProvider.groq private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionStreamed.scala index b07ef748..0df098b4 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionStreamed.scala @@ -12,8 +12,7 @@ import scala.concurrent.Future object GroqCreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { - override val service: OpenAIChatCompletionStreamedServiceExtra = - ChatCompletionProvider.streamed.groq + override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.groq private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletion.scala index d30d350b..7cde313e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletion.scala @@ -10,8 +10,7 @@ import scala.concurrent.Future // requires `MISTRAL_API_KEY` environment variable to be set object MistralCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionService = - ChatCompletionProvider.mistral + override val service: OpenAIChatCompletionService = ChatCompletionProvider.mistral private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala index 7cf2c3f3..dd2a0a06 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala @@ -12,8 +12,7 @@ import scala.concurrent.Future object MistralCreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { - override val service: OpenAIChatCompletionStreamedServiceExtra = - ChatCompletionProvider.streamed.mistral + override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.mistral private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletion.scala index 0e7d3fd4..8987f4a3 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletion.scala @@ -10,8 +10,7 @@ import scala.concurrent.Future // requires `OCTOAI_TOKEN` environment variable to be set object OctoMLCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionService = - ChatCompletionProvider.octoML + override val service: OpenAIChatCompletionService = ChatCompletionProvider.octoML private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala index b5bfc6c7..16c871f3 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala @@ -12,8 +12,7 @@ import scala.concurrent.Future object OctoMLCreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { - override val service: OpenAIChatCompletionStreamedServiceExtra = - ChatCompletionProvider.streamed.octoML + override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.octoML private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala index 241153ca..74253a75 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala @@ -12,8 +12,7 @@ import scala.concurrent.Future */ object TogetherAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionService = - ChatCompletionProvider.togetherAI + override val service: OpenAIChatCompletionService = ChatCompletionProvider.togetherAI private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala index 3ac306f9..af22e912 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -13,8 +13,7 @@ import scala.concurrent.Future object VertexAICreateChatCompletionStreamedWithOpenAIAdapter extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionStreamedService = - ChatCompletionProvider.vertexAI + override val service: OpenAIChatCompletionStreamedService = ChatCompletionProvider.vertexAI private val model = NonOpenAIModelId.gemini_1_5_flash_001 diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala index c73ae4f9..cc0ee688 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala @@ -11,8 +11,7 @@ import scala.concurrent.Future object VertexAICreateChatCompletionWithOpenAIAdapter extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionService = - ChatCompletionProvider.vertexAI + override val service: OpenAIChatCompletionService = ChatCompletionProvider.vertexAI private val model = NonOpenAIModelId.gemini_1_5_pro_001 From a29edb704e89cf0b0f9f800ba861a44d24cc15f3 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 18 Sep 2024 18:21:21 +0200 Subject: [PATCH 012/404] Provider settings introduced + examples adjusted --- README.md | 85 ++++++++++++++----- .../OpenAIChatCompletionServiceFactory.scala | 15 ++++ .../openaiscala/domain/ProviderSettings.scala | 6 ++ .../service/ChatProviderSettings.scala | 15 ++++ ...tCompletionStreamedWithOpenAIAdapter.scala | 2 +- ...reateChatCompletionWithOpenAIAdapter.scala | 2 +- .../CerebrasCreateChatCompletion.scala | 11 ++- ...CerebrasCreateChatCompletionStreamed.scala | 12 ++- .../ChatCompletionProvider.scala | 39 +++------ .../FireworksAICreateChatCompletion.scala | 2 +- ...eworksAICreateChatCompletionStreamed.scala | 2 +- .../nonopenai/GroqCreateChatCompletion.scala | 2 +- .../GroqCreateChatCompletionStreamed.scala | 2 +- .../MistralCreateChatCompletion.scala | 2 +- .../MistralCreateChatCompletionStreamed.scala | 2 +- .../OctoMLCreateChatCompletion.scala | 2 +- .../OctoMLCreateChatCompletionStreamed.scala | 2 +- .../TogetherAICreateChatCompletion.scala | 2 +- ...tCompletionStreamedWithOpenAIAdapter.scala | 2 +- ...reateChatCompletionWithOpenAIAdapter.scala | 2 +- 20 files changed, 140 insertions(+), 69 deletions(-) create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/domain/ProviderSettings.scala create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{ => nonopenai}/ChatCompletionProvider.scala (55%) diff --git a/README.md b/README.md index de0f559c..34b73dba 100755 --- a/README.md +++ b/README.md @@ -131,15 +131,7 @@ Then you can obtain a service in one of the following ways. - `OpenAIChatCompletionService` providing solely `createChatCompletion` -1. [Groq](https://wow.groq.com/) -```scala - val service = OpenAIChatCompletionServiceFactory( - coreUrl = "https://api.groq.com/openai/v1/", - authHeaders = Seq(("Authorization", s"Bearer ${sys.env("GROQ_API_KEY")}")) - ) -``` - -2. [Azure AI](https://azure.microsoft.com/en-us/products/ai-studio) - e.g. Cohere R+ model +1. [Azure AI](https://azure.microsoft.com/en-us/products/ai-studio) - e.g. Cohere R+ model ```scala val service = OpenAIChatCompletionServiceFactory.forAzureAI( endpoint = sys.env("AZURE_AI_COHERE_R_PLUS_ENDPOINT"), @@ -148,35 +140,84 @@ Then you can obtain a service in one of the following ways. ) ``` -3. [Anthropic](https://www.anthropic.com/api) (requires our `openai-scala-anthropic-client` lib) +2. [Anthropic](https://www.anthropic.com/api) - requires `openai-scala-anthropic-client` lib and `ANTHROPIC_API_KEY` ```scala val service = AnthropicServiceFactory.asOpenAI() ``` -4. [Fireworks AI](https://fireworks.ai/) +3. [Google Vertex AI](https://cloud.google.com/vertex-ai) - requires `openai-scala-google-vertexai-client` lib and `VERTEXAI_LOCATION` + `VERTEXAI_PROJECT_ID` ```scala - val service = OpenAIChatCompletionServiceFactory( - coreUrl = "https://api.fireworks.ai/inference/v1/", - authHeaders = Seq(("Authorization", s"Bearer ${sys.env("FIREWORKS_API_KEY")}")) - ) + val service = VertexAIServiceFactory.asOpenAI() ``` -5. [Octo AI](https://octo.ai/) +4. [Groq](https://wow.groq.com/) - requires `GROQ_API_KEY"` ```scala - val service = OpenAIChatCompletionServiceFactory( - coreUrl = "https://text.octoai.run/v1/", - authHeaders = Seq(("Authorization", s"Bearer ${sys.env("OCTOAI_TOKEN")}")) - ) + val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.groq) +``` +or with streaming +```scala + val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.groq) ``` -6. [Ollama](https://ollama.com/) +5. [Fireworks AI](https://fireworks.ai/) - requires `FIREWORKS_API_KEY"` +```scala + val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.fireworks) +``` +or with streaming +```scala + val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.fireworks) +``` + +6. [Octo AI](https://octo.ai/) - requires `OCTOAI_TOKEN` +```scala + val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.octoML) +``` +or with streaming +```scala + val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.octoML) +``` + +7. [TogetherAI](https://www.together.ai/) requires `TOGETHERAI_API_KEY` +```scala + val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.togetherAI) +``` +or with streaming +```scala + val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.togetherAI) +``` + +8. [Cerebras](https://cerebras.ai/) requires `CEREBRAS_API_KEY` +```scala + val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.cerebras) +``` +or with streaming +```scala + val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.cerebras) +``` + +9. [Mistral](https://mistral.ai/) requires `MISTRAL_API_KEY` +```scala + val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.mistral) +``` +or with streaming +```scala + val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.mistral) +``` + +10. [Ollama](https://ollama.com/) ```scala val service = OpenAIChatCompletionServiceFactory( coreUrl = "http://localhost:11434/v1/" ) ``` +or with streaming +```scala + val service = OpenAIChatCompletionServiceFactory.withStreaming( + coreUrl = "http://localhost:11434/v1/" + ) +``` -- Services with additional streaming support - `createCompletionStreamed` and `createChatCompletionStreamed` provided by [OpenAIStreamedServiceExtra](./openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIStreamedServiceExtra.scala) (requires `openai-scala-client-stream` lib) +- Note that services with additional streaming support - `createCompletionStreamed` and `createChatCompletionStreamed` provided by [OpenAIStreamedServiceExtra](./openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIStreamedServiceExtra.scala) (requires `openai-scala-client-stream` lib) ```scala import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIStreamedService diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala index 63d19a90..611d7b89 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala @@ -1,6 +1,7 @@ package io.cequence.openaiscala.service import akka.stream.Materializer +import io.cequence.openaiscala.domain.ProviderSettings import io.cequence.openaiscala.service.impl.OpenAIChatCompletionServiceImpl import io.cequence.wsclient.domain.WsRequestContext import io.cequence.wsclient.service.WSClientEngine @@ -33,6 +34,20 @@ object OpenAIChatCompletionServiceFactory // propose a new name for the trait trait IOpenAIChatCompletionServiceFactory[F] extends RawWsServiceFactory[F] { + + def apply( + providerSettings: ProviderSettings + )( + implicit ec: ExecutionContext, + materializer: Materializer + ): F = + apply( + coreUrl = providerSettings.coreUrl, + WsRequestContext(authHeaders = + Seq(("Authorization", s"Bearer ${sys.env(providerSettings.apiKeyEnvVariable)}")) + ) + ) + def forAzureAI( endpoint: String, region: String, diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ProviderSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ProviderSettings.scala new file mode 100644 index 00000000..c80d8de4 --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ProviderSettings.scala @@ -0,0 +1,6 @@ +package io.cequence.openaiscala.domain + +case class ProviderSettings( + coreUrl: String, + apiKeyEnvVariable: String +) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala new file mode 100644 index 00000000..52d448e5 --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala @@ -0,0 +1,15 @@ +package io.cequence.openaiscala.service + +import io.cequence.openaiscala.domain.ProviderSettings + +object ChatProviderSettings { + + val cerebras = ProviderSettings("https://api.cerebras.ai/v1/", "CEREBRAS_API_KEY") + val groq = ProviderSettings("https://api.groq.com/openai/v1/", "GROQ_API_KEY") + val fireworks = + ProviderSettings("https://api.fireworks.ai/inference/v1/", "FIREWORKS_API_KEY") + val mistral = ProviderSettings("https://api.mistral.ai/v1/", "MISTRAL_API_KEY") + val octoML = ProviderSettings("https://text.octoai.run/v1/", "OCTOAI_TOKEN") + val togetherAI = + ProviderSettings("https://api.together.xyz/v1/", "TOGETHERAI_API_KEY") +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala index f583a7e9..243fba88 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -5,7 +5,7 @@ import akka.stream.scaladsl.{RestartSource, Sink, Source} import io.cequence.openaiscala.OpenAIScalaClientException import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService import org.slf4j.LoggerFactory diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala index dc5d1504..4f7d8132 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala index 50bd4e3e..3ddb7e48 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala @@ -2,8 +2,12 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} -import io.cequence.openaiscala.service.OpenAIChatCompletionService +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.{ + ChatProviderSettings, + OpenAIChatCompletionService, + OpenAIChatCompletionServiceFactory +} import scala.concurrent.Future @@ -12,7 +16,8 @@ import scala.concurrent.Future */ object CerebrasCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionService = ChatCompletionProvider.cerebras + override val service: OpenAIChatCompletionService = + OpenAIChatCompletionServiceFactory(ChatProviderSettings.cerebras) private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletionStreamed.scala index d27dbe6c..4238fafd 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletionStreamed.scala @@ -3,8 +3,13 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.scaladsl.Sink import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} -import io.cequence.openaiscala.service.OpenAIChatCompletionStreamedServiceExtra +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIStreamedServiceImplicits.ChatCompletionStreamFactoryExt +import io.cequence.openaiscala.service.{ + ChatProviderSettings, + OpenAIChatCompletionServiceFactory, + OpenAIChatCompletionStreamedServiceExtra +} import scala.concurrent.Future @@ -12,7 +17,8 @@ import scala.concurrent.Future object CerebrasCreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { - override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.cerebras + override val service: OpenAIChatCompletionStreamedServiceExtra = + OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.cerebras) private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ChatCompletionProvider.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala similarity index 55% rename from openai-examples/src/main/scala/io/cequence/openaiscala/examples/ChatCompletionProvider.scala rename to openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala index 0ce5a495..b5847bd3 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ChatCompletionProvider.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala @@ -1,28 +1,16 @@ -package io.cequence.openaiscala.examples +package io.cequence.openaiscala.examples.nonopenai import akka.stream.Materializer import io.cequence.openaiscala.anthropic.service.AnthropicServiceFactory -import io.cequence.openaiscala.service.OpenAIChatCompletionServiceFactory +import io.cequence.openaiscala.domain.ProviderSettings +import io.cequence.openaiscala.service.{ChatProviderSettings, OpenAIChatCompletionServiceFactory} import io.cequence.openaiscala.service.OpenAIStreamedServiceImplicits._ +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService import io.cequence.openaiscala.vertexai.service.VertexAIServiceFactory -import io.cequence.wsclient.domain.WsRequestContext import scala.concurrent.ExecutionContext -import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService object ChatCompletionProvider { - private case class ProviderSettings( - coreUrl: String, - apiKeyEnvVariable: String - ) - - private val Cerebras = ProviderSettings("https://api.cerebras.ai/v1/", "CEREBRAS_API_KEY") - private val Groq = ProviderSettings("https://api.groq.com/openai/v1/", "GROQ_API_KEY") - private val Fireworks = - ProviderSettings("https://api.fireworks.ai/inference/v1/", "FIREWORKS_API_KEY") - private val Mistral = ProviderSettings("https://api.mistral.ai/v1/", "MISTRAL_API_KEY") - private val OctoML = ProviderSettings("https://text.octoai.run/v1/", "OCTOAI_TOKEN") - private val TogetherAI = ProviderSettings("https://api.together.xyz/v1/", "TOGETHERAI_API_KEY") /** * Requires `CEREBRAS_API_KEY` @@ -30,7 +18,7 @@ object ChatCompletionProvider { def cerebras( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionStreamedService = provide(Cerebras) + ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.cerebras) /** * Requires `GROQ_API_KEY` @@ -38,7 +26,7 @@ object ChatCompletionProvider { def groq( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionStreamedService = provide(Groq) + ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.groq) /** * Requires `FIREWORKS_API_KEY` @@ -46,7 +34,7 @@ object ChatCompletionProvider { def fireworks( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionStreamedService = provide(Fireworks) + ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.fireworks) /** * Requires `MISTRAL_API_KEY` @@ -54,7 +42,7 @@ object ChatCompletionProvider { def mistral( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionStreamedService = provide(Mistral) + ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.mistral) /** * Requires `OCTOAI_TOKEN` @@ -62,7 +50,7 @@ object ChatCompletionProvider { def octoML( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionStreamedService = provide(OctoML) + ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.octoML) /** * Requires `TOGETHERAI_API_KEY` @@ -70,7 +58,7 @@ object ChatCompletionProvider { def togetherAI( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionStreamedService = provide(TogetherAI) + ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.togetherAI) /** * Requires `VERTEXAI_API_KEY` and "VERTEXAI_LOCATION" @@ -94,10 +82,5 @@ object ChatCompletionProvider { )( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionStreamedService = OpenAIChatCompletionServiceFactory.withStreaming( - coreUrl = settings.coreUrl, - WsRequestContext(authHeaders = - Seq(("Authorization", s"Bearer ${sys.env(settings.apiKeyEnvVariable)}")) - ) - ) + ): OpenAIChatCompletionStreamedService = OpenAIChatCompletionServiceFactory.withStreaming(settings) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala index 8d024c0a..b2e16ad0 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala index fc1f51f8..17dd3cc4 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala @@ -3,7 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.scaladsl.Sink import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionStreamedServiceExtra import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala index b282697e..a03e9ca2 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionStreamed.scala index 0df098b4..b6eb308e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionStreamed.scala @@ -3,7 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.scaladsl.Sink import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionStreamedServiceExtra import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletion.scala index 7cde313e..549dd30a 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletion.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala index dd2a0a06..38d7ac54 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala @@ -3,7 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.scaladsl.Sink import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionStreamedServiceExtra import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletion.scala index 8987f4a3..3742c883 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletion.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala index 16c871f3..9ce4b6e1 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala @@ -3,7 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.scaladsl.Sink import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionStreamedServiceExtra import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala index 74253a75..70817a0c 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala index af22e912..e8b0113b 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -3,7 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.scaladsl.Sink import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala index cc0ee688..0bafc025 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} -import io.cequence.openaiscala.examples.{ChatCompletionProvider, ExampleBase} +import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService import scala.concurrent.Future From eedfb7860c651bc614398d8c9beccc54616a1b53 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 18 Sep 2024 19:52:42 +0200 Subject: [PATCH 013/404] Formatting --- .../io/cequence/openaiscala/domain/BaseMessage.scala | 4 ++-- .../examples/nonopenai/ChatCompletionProvider.scala | 8 ++++++-- .../nonopenai/MistralCreateChatCompletionStreamed.scala | 3 ++- .../nonopenai/OctoMLCreateChatCompletionStreamed.scala | 3 ++- 4 files changed, 12 insertions(+), 6 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala index 6867d32e..7b7832ef 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala @@ -123,8 +123,8 @@ final case class FunMessage( } /** - * Deprecation warning: Use typed Message(s), such as SystemMessage, UserMessage, instead. - * Will be dropped in the next major version. + * Deprecation warning: Use typed Message(s), such as SystemMessage, UserMessage, instead. Will + * be dropped in the next major version. */ @Deprecated final case class MessageSpec( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala index b5847bd3..bcc127b5 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala @@ -3,7 +3,10 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.Materializer import io.cequence.openaiscala.anthropic.service.AnthropicServiceFactory import io.cequence.openaiscala.domain.ProviderSettings -import io.cequence.openaiscala.service.{ChatProviderSettings, OpenAIChatCompletionServiceFactory} +import io.cequence.openaiscala.service.{ + ChatProviderSettings, + OpenAIChatCompletionServiceFactory +} import io.cequence.openaiscala.service.OpenAIStreamedServiceImplicits._ import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService import io.cequence.openaiscala.vertexai.service.VertexAIServiceFactory @@ -82,5 +85,6 @@ object ChatCompletionProvider { )( implicit ec: ExecutionContext, m: Materializer - ): OpenAIChatCompletionStreamedService = OpenAIChatCompletionServiceFactory.withStreaming(settings) + ): OpenAIChatCompletionStreamedService = + OpenAIChatCompletionServiceFactory.withStreaming(settings) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala index 38d7ac54..273dbbc1 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/MistralCreateChatCompletionStreamed.scala @@ -12,7 +12,8 @@ import scala.concurrent.Future object MistralCreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { - override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.mistral + override val service: OpenAIChatCompletionStreamedServiceExtra = + ChatCompletionProvider.mistral private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala index 9ce4b6e1..d32d03a6 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/OctoMLCreateChatCompletionStreamed.scala @@ -12,7 +12,8 @@ import scala.concurrent.Future object OctoMLCreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { - override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.octoML + override val service: OpenAIChatCompletionStreamedServiceExtra = + ChatCompletionProvider.octoML private val messages = Seq( SystemMessage("You are a helpful assistant."), From 2e8c126de4dba47c8169833fa3441631018c4cbe Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 18 Sep 2024 19:57:59 +0200 Subject: [PATCH 014/404] Formatting --- .../nonopenai/FireworksAICreateChatCompletionStreamed.scala | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala index 17dd3cc4..9b54aa6f 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala @@ -13,7 +13,8 @@ object FireworksAICreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { private val fireworksModelPrefix = "accounts/fireworks/models/" - override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.fireworks + override val service: OpenAIChatCompletionStreamedServiceExtra = + ChatCompletionProvider.fireworks private val messages = Seq( SystemMessage("You are a helpful assistant."), From 627642d5db105dc11e1d4d661c9dad7e38992831 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 19 Sep 2024 13:07:17 +0200 Subject: [PATCH 015/404] Resolution of Scala 2 vs 3 reflection --- build.sbt | 2 +- .../service/JsonSchemaReflectionHelper.scala | 6 +- .../openaiscala/service/ReflectionUtil.scala | 18 +++-- .../openaiscala/service/ReflectionUtil.scala | 69 +++++++++++++++++++ ...CreateChatCompletionJsonForCaseClass.scala | 0 5 files changed, 81 insertions(+), 14 deletions(-) rename openai-core/src/main/{scala => scala-2}/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala (96%) rename openai-core/src/main/{scala => scala-2}/io/cequence/openaiscala/service/ReflectionUtil.scala (71%) create mode 100644 openai-core/src/main/scala-3/io/cequence/openaiscala/service/ReflectionUtil.scala rename openai-examples/src/main/{scala => scala-2}/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala (100%) diff --git a/build.sbt b/build.sbt index bfc7d9e8..3fa403df 100755 --- a/build.sbt +++ b/build.sbt @@ -144,7 +144,7 @@ addCommandAlias( inThisBuild( List( scalacOptions += "-Ywarn-unused", -// scalaVersion := "2.12.15", +// scalaVersion := scala3, semanticdbEnabled := true, semanticdbVersion := scalafixSemanticdb.revision ) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala similarity index 96% rename from openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala rename to openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala index 3dd1cb6a..c2198de4 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala +++ b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala @@ -2,9 +2,9 @@ package io.cequence.openaiscala.service import io.cequence.openaiscala.OpenAIScalaClientException import io.cequence.openaiscala.domain.JsonSchema +import io.cequence.openaiscala.service.ReflectionUtil._ import scala.reflect.runtime.universe._ -import io.cequence.openaiscala.service.ReflectionUtil._ // This is experimental and subject to change trait JsonSchemaReflectionHelper { @@ -53,7 +53,7 @@ trait JsonSchemaReflectionHelper { val itemsSchema = asJsonSchema(innerType, mirror, dateAsNumber) JsonSchema.Array(itemsSchema) - case t if isCaseClass(t) => + case t if t.isCaseClass() => caseClassAsJsonSchema(t, mirror, dateAsNumber) // map - TODO @@ -83,7 +83,7 @@ trait JsonSchemaReflectionHelper { mirror: Mirror, dateAsNumber: Boolean ): JsonSchema = { - val memberNamesAndTypes = getCaseClassMemberNamesAndTypes(typ) + val memberNamesAndTypes = typ.getCaseClassFields() val fieldSchemas = memberNamesAndTypes.toSeq.map { case (fieldName: String, memberType: Type) => diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/ReflectionUtil.scala b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/ReflectionUtil.scala similarity index 71% rename from openai-core/src/main/scala/io/cequence/openaiscala/service/ReflectionUtil.scala rename to openai-core/src/main/scala-2/io/cequence/openaiscala/service/ReflectionUtil.scala index 0c10533d..c2093546 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/ReflectionUtil.scala +++ b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/ReflectionUtil.scala @@ -22,20 +22,18 @@ object ReflectionUtil { def isOption(): Boolean = typ <:< typeOf[Option[_]] - } - def isCaseClass(runType: Type): Boolean = - runType.members.exists(m => m.isMethod && m.asMethod.isCaseAccessor) + def isCaseClass(): Boolean = + typ.members.exists(m => m.isMethod && m.asMethod.isCaseAccessor) + + def getCaseClassFields(): Iterable[(String, Type)] = + typ.decls.sorted.collect { + case m: MethodSymbol if m.isCaseAccessor => (shortName(m), m.returnType) + } + } def shortName(symbol: Symbol): String = { val paramFullName = symbol.fullName paramFullName.substring(paramFullName.lastIndexOf('.') + 1, paramFullName.length) } - - def getCaseClassMemberNamesAndTypes( - runType: Type - ): Traversable[(String, Type)] = - runType.decls.sorted.collect { - case m: MethodSymbol if m.isCaseAccessor => (shortName(m), m.returnType) - } } diff --git a/openai-core/src/main/scala-3/io/cequence/openaiscala/service/ReflectionUtil.scala b/openai-core/src/main/scala-3/io/cequence/openaiscala/service/ReflectionUtil.scala new file mode 100644 index 00000000..198d1481 --- /dev/null +++ b/openai-core/src/main/scala-3/io/cequence/openaiscala/service/ReflectionUtil.scala @@ -0,0 +1,69 @@ +package io.cequence.openaiscala.service + +import scala.quoted._ + +object ReflectionUtil { + + class InfixOp[T](using q: Quotes, val typ: Type[T]) { + + import q.reflect.* // Import the reflection API + + private val typeRepr: TypeRepr = TypeRepr.of[T] + private val typeSymbol = typeRepr.typeSymbol + + private val optionInnerType: Option[TypeRepr] = + if (typeRepr <:< TypeRepr.of[Option[_]]) + Some(typeRepr.typeArgs.head) + else + None + + def matches(types: Type[_]*): Boolean = + types.exists { candidateType => + val candidateRepr = TypeRepr.of(using candidateType) + typeRepr =:= candidateRepr || (optionInnerType.isDefined && optionInnerType.get =:= candidateRepr) + } + + def subMatches(types: Type[_]*): Boolean = + types.exists { candidateType => + val candidateRepr = TypeRepr.of(using candidateType) + typeRepr <:< candidateRepr || (optionInnerType.isDefined && optionInnerType.get <:< candidateRepr) + } + + def isOption(): Boolean = + typeRepr <:< TypeRepr.of[Option[_]] + + def isCaseClass(): Boolean = { + typeSymbol.isClassDef && typeSymbol.flags.is(Flags.Case) + } + + def getCaseClassFields(): List[(String, Type[_])] = { + import q.reflect.* + + // Ensure it's a case class + if (isCaseClass()) { + // Collect case accessor fields + typeSymbol.caseFields.map { field => + val fieldName = field.name + + val fieldTypeRepr = field.tree match { + case v: ValDef => v.tpt.tpe // Extract the type of the field + } + + // Convert TypeRepr to Type[_] + val fieldType = fieldTypeRepr.asType match { + case '[t] => Type.of[t] // Convert TypeRepr to Type[_] + } + + (fieldName, fieldType) + } + } else { + List.empty // Not a case class, return empty list + } + } + } + + def shortName(symbol: Symbol): String = { + val paramFullName = symbol.name + paramFullName.substring(paramFullName.lastIndexOf('.') + 1, paramFullName.length) + } +} \ No newline at end of file diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala b/openai-examples/src/main/scala-2/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala similarity index 100% rename from openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala rename to openai-examples/src/main/scala-2/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala From 3870f7d856a076e0eea21d128c7659a725f1bd23 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 19 Sep 2024 14:02:35 +0200 Subject: [PATCH 016/404] Base message formats fixed --- .../io/cequence/openaiscala/JsonFormats.scala | 15 +++++++++------ .../scenario/CreateThreadAndRunScenario.scala | 4 ++-- 2 files changed, 11 insertions(+), 8 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 8b6258ca..3e93eba0 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -261,14 +261,17 @@ object JsonFormats { } case ChatRole.Tool => - json.asOpt[AssistantToolMessage] match { - case Some(assistantToolMessage) => assistantToolMessage - case None => json.as[ToolMessage] - } + json.as[ToolMessage] + // TODO: fixed.... originally was +// json.asOpt[AssistantToolMessage] match { +// case Some(assistantToolMessage) => assistantToolMessage +// case None => json.as[ToolMessage] +// } case ChatRole.Assistant => - json.asOpt[AssistantToolMessage] match { - case Some(assistantToolMessage) => assistantToolMessage + // if contains tool_calls, then it is AssistantToolMessage + (json \ "tool_calls").asOpt[JsArray] match { + case Some(_) => json.as[AssistantToolMessage] case None => json.asOpt[AssistantMessage] match { case Some(assistantMessage) => assistantMessage diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala index 561f579d..dcc5cb9c 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.examples.scenario import io.cequence.openaiscala.domain.AssistantTool.FileSearchTool import io.cequence.openaiscala.domain.settings.FileUploadPurpose -import io.cequence.openaiscala.domain.{AssistantId, AssistantToolResource, Run, RunStatus} +import io.cequence.openaiscala.domain.{AssistantId, AssistantToolResource, ModelId, Run, RunStatus} import io.cequence.openaiscala.examples.{Example, PollingHelper} import java.io.File @@ -31,7 +31,7 @@ object CreateThreadAndRunScenario extends Example with PollingHelper { ) assistant <- service.createAssistant( - model = "gpt-4o-2024-05-13", + model = ModelId.gpt_4o_2024_05_13, name = Some("Customer Relationship Assistant"), description = Some( "You are a trustworthy and reliable assistant that helps businesses with their customer relationship agreements." From 2863e74f03f8d64711d7a81d4626ba3b4685970a Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 19 Sep 2024 14:06:13 +0200 Subject: [PATCH 017/404] Formatting --- .../src/main/scala/io/cequence/openaiscala/JsonFormats.scala | 2 +- .../examples/scenario/CreateThreadAndRunScenario.scala | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 3e93eba0..2fba4d36 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -262,7 +262,7 @@ object JsonFormats { case ChatRole.Tool => json.as[ToolMessage] - // TODO: fixed.... originally was + // TODO: fixed.... originally was // json.asOpt[AssistantToolMessage] match { // case Some(assistantToolMessage) => assistantToolMessage // case None => json.as[ToolMessage] diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala index dcc5cb9c..d93bfdbd 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala @@ -1,8 +1,8 @@ package io.cequence.openaiscala.examples.scenario import io.cequence.openaiscala.domain.AssistantTool.FileSearchTool +import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.FileUploadPurpose -import io.cequence.openaiscala.domain.{AssistantId, AssistantToolResource, ModelId, Run, RunStatus} import io.cequence.openaiscala.examples.{Example, PollingHelper} import java.io.File From df7a3b45ecccf29eb08407fbad918912c03297af Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 19 Sep 2024 14:53:03 +0200 Subject: [PATCH 018/404] File search json tests commented out --- .../openaiscala/JsonFormatsSpec.scala | 51 +++++++++++++------ 1 file changed, 35 insertions(+), 16 deletions(-) diff --git a/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala b/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala index 2581245d..3dc84591 100644 --- a/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala +++ b/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala @@ -54,12 +54,17 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { | } |}""".stripMargin - private val fileSearchResourcesJson = + private val fileSearchResourcesJson1 = """{ | "file_search" : { - | "vector_store_ids" : [ { - | "file_id" : "file-id-1" - | } ], + | "vector_store_ids" : [ "vs_xxx" ] + | } + |}""".stripMargin + + private val fileSearchResourcesJson2 = + """{ + | "file_search" : { + | "vector_store_ids" : [ ], | "vector_stores" : [ { | "file_ids" : [ { | "file_id" : "file-id-1" @@ -193,18 +198,32 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { ) } - "serialize and deserialize file search's resources" in { - testCodec[AssistantToolResource]( - AssistantToolResource( - FileSearchResources( - Seq("vs_xxx"), - Seq(VectorStore(Seq(FileId("file-id-1")), Map("key" -> "value"))) - ) - ), - fileSearchResourcesJson, - Pretty - ) - } +// // TODO +// "serialize and deserialize file search's resources with vector store ids" in { +// testCodec[AssistantToolResource]( +// AssistantToolResource( +// FileSearchResources( +// vectorStoreIds = Seq("vs_xxx") +// ) +// ), +// fileSearchResourcesJson1, +// Pretty +// ) +// } +// +// // TODO +// "serialize and deserialize file search's resources with (new) vector stores" in { +// testCodec[AssistantToolResource]( +// AssistantToolResource( +// FileSearchResources( +// vectorStoreIds = Nil, +// vectorStores = Seq(VectorStore(Seq(FileId("file-id-1")), Map("key" -> "value"))) +// ) +// ), +// fileSearchResourcesJson2, +// Pretty +// ) +// } "serialize and deserialize run tools" in { testCodec[RunTool]( From 636cfd1f9d45ee861b3de12fa75e06d58940c734 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 19 Sep 2024 15:00:23 +0200 Subject: [PATCH 019/404] Fine tune json serialization test fix --- .../test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala b/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala index 3dc84591..6b1f7a85 100644 --- a/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala +++ b/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala @@ -493,7 +493,8 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { fineTuneJob.id shouldBe "xxx" fineTuneJob.model shouldBe "gpt-4o-2024-08-06" - fineTuneJob.created_at.toString shouldBe "Tue Sep 10 17:52:12 CEST 2024" +// fineTuneJob.created_at.toString shouldBe "Tue Sep 10 17:52:12 CEST 2024" // TODO: + fineTuneJob.created_at.toString shouldBe "Tue Sep 10 15:52:12 UTC 2024" fineTuneJob.finished_at shouldBe None fineTuneJob.fine_tuned_model shouldBe None fineTuneJob.organization_id shouldBe "org-xxx" From 0d9ab39bb9f9cb65851996ec93353f775fce1cd7 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 19 Sep 2024 16:34:47 +0200 Subject: [PATCH 020/404] Release candidate - version 1.1.0.RC.2 --- README.md | 8 ++++---- build.sbt | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 34b73dba..33e7fca8 100755 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # OpenAI Scala Client 🤖 -[![version](https://img.shields.io/badge/version-1.1.0.RC.1-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) ![GitHub Stars](https://img.shields.io/github/stars/cequence-io/openai-scala-client?style=social) [![Twitter Follow](https://img.shields.io/twitter/follow/0xbnd?style=social)](https://twitter.com/0xbnd) ![GitHub CI](https://github.com/cequence-io/openai-scala-client/actions/workflows/continuous-integration.yml/badge.svg) +[![version](https://img.shields.io/badge/version-1.1.0.RC.2-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) ![GitHub Stars](https://img.shields.io/github/stars/cequence-io/openai-scala-client?style=social) [![Twitter Follow](https://img.shields.io/twitter/follow/0xbnd?style=social)](https://twitter.com/0xbnd) ![GitHub CI](https://github.com/cequence-io/openai-scala-client/actions/workflows/continuous-integration.yml/badge.svg) This is a no-nonsense async Scala client for OpenAI API supporting all the available endpoints and params **including streaming**, the newest **chat completion**, **vision**, and **voice routines** (as defined [here](https://beta.openai.com/docs/api-reference)), provided in a single, convenient service called [OpenAIService](./openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala). The supported calls are: @@ -59,7 +59,7 @@ The currently supported Scala versions are **2.12, 2.13**, and **3**. To install the library, add the following dependency to your *build.sbt* ``` -"io.cequence" %% "openai-scala-client" % "1.1.0.RC.1" +"io.cequence" %% "openai-scala-client" % "1.1.0.RC.2" ``` or to *pom.xml* (if you use maven) @@ -68,11 +68,11 @@ or to *pom.xml* (if you use maven) io.cequence openai-scala-client_2.12 - 1.1.0.RC.1 + 1.1.0.RC.2 ``` -If you want streaming support, use `"io.cequence" %% "openai-scala-client-stream" % "1.1.0.RC.1"` instead. +If you want streaming support, use `"io.cequence" %% "openai-scala-client-stream" % "1.1.0.RC.2"` instead. ## Config ⚙️ diff --git a/build.sbt b/build.sbt index 3fa403df..537cf555 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.0.RC.12" +ThisBuild / version := "1.1.0.RC.2" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( From 87fa0ce7b73726cb389592819faef13999e104c3 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 19 Sep 2024 17:03:43 +0200 Subject: [PATCH 021/404] Tools todo + assistantId removed --- .../openaiscala/service/impl/OpenAIServiceImpl.scala | 9 +++++---- .../main/scala/io/cequence/openaiscala/JsonFormats.scala | 2 -- .../io/cequence/openaiscala/service/OpenAIService.scala | 4 ++-- .../service/adapter/OpenAIServiceWrapper.scala | 4 ++-- .../io/cequence/openaiscala/examples/CreateRun.scala | 4 ++-- .../examples/CreateRunWithCodeInterpretation.scala | 2 +- .../openaiscala/examples/CreateRunWithFunctionCall.scala | 2 +- .../openaiscala/examples/CreateRunWithVectorStore.scala | 2 +- .../openaiscala/examples/CreateThreadAndRun.scala | 4 ++-- .../openaiscala/examples/scenario/Assistants.scala | 4 ++-- .../examples/scenario/CreateThreadAndRunScenario.scala | 2 +- 11 files changed, 19 insertions(+), 20 deletions(-) diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIServiceImpl.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIServiceImpl.scala index cb083fd0..71bd8f59 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIServiceImpl.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIServiceImpl.scala @@ -68,7 +68,7 @@ private[service] trait OpenAIServiceImpl override def createRun( threadId: String, - assistantId: AssistantId, + assistantId: String, instructions: Option[String], additionalInstructions: Option[String], additionalMessages: Seq[BaseMessage], @@ -84,7 +84,7 @@ private[service] trait OpenAIServiceImpl val messageJsons = additionalMessages.map(Json.toJson(_)(messageWrites)) val runParams = jsonBodyParams( - Param.assistant_id -> Some(assistantId.id), + Param.assistant_id -> Some(assistantId), Param.additional_instructions -> instructions, Param.additional_messages -> (if (messageJsons.nonEmpty) Some(messageJsons) else None) @@ -100,7 +100,7 @@ private[service] trait OpenAIServiceImpl } override def createThreadAndRun( - assistantId: AssistantId, + assistantId: String, thread: Option[ThreadAndRun], instructions: Option[String], tools: Seq[AssistantTool], @@ -111,9 +111,10 @@ private[service] trait OpenAIServiceImpl ): Future[Run] = { val coreParams = createBodyParamsForThreadAndRun(settings, stream) val runParams = jsonBodyParams( - Param.assistant_id -> Some(assistantId.id), + Param.assistant_id -> Some(assistantId), Param.thread -> thread.map(Json.toJson(_)), Param.instructions -> Some(instructions), + // TODO: tools are ignored? // Param.tools -> Some(Json.toJson(tools)), Param.tool_resources -> toolResources.map(Json.toJson(_)), Param.tool_choice -> toolChoice.map(Json.toJson(_)) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 2fba4d36..10b981fa 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -746,8 +746,6 @@ object JsonFormats { implicit lazy val threadMessageFileFormat: Format[ThreadMessageFile] = Json.format[ThreadMessageFile] - implicit lazy val assistantIdFormat: Format[AssistantId] = Json.valueFormat[AssistantId] - implicit lazy val assistantToolResourceVectorStoreFormat : Format[AssistantToolResource.VectorStore] = { implicit val stringStringMapFormat: Format[Map[String, String]] = diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala index 9d1f8392..297a399b 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala @@ -1042,7 +1042,7 @@ trait OpenAIService extends OpenAICoreService { */ def createRun( threadId: String, - assistantId: AssistantId, + assistantId: String, // TODO: move this to settings instructions: Option[String] = None, additionalInstructions: Option[String] = None, @@ -1083,7 +1083,7 @@ trait OpenAIService extends OpenAICoreService { * A run object. */ def createThreadAndRun( - assistantId: AssistantId, + assistantId: String, thread: Option[ThreadAndRun], instructions: Option[String] = None, tools: Seq[AssistantTool] = Seq.empty, diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala index c8833b80..4a551925 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala @@ -54,7 +54,7 @@ trait OpenAIServiceWrapper def createRun( threadId: String, - assistantId: AssistantId, + assistantId: String, instructions: Option[String], additionalInstructions: Option[String], additionalMessages: Seq[BaseMessage], @@ -395,7 +395,7 @@ trait OpenAIServiceWrapper ) override def createThreadAndRun( - assistantId: AssistantId, + assistantId: String, thread: Option[ThreadAndRun], instructions: Option[String], tools: Seq[AssistantTool], diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRun.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRun.scala index c670b5ac..9ff168dd 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRun.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRun.scala @@ -3,7 +3,7 @@ import io.cequence.openaiscala.domain import io.cequence.openaiscala.domain.AssistantTool.FunctionTool import io.cequence.openaiscala.domain.response.Assistant import io.cequence.openaiscala.domain.settings.CreateRunSettings -import io.cequence.openaiscala.domain.{AssistantId, ModelId, ThreadMessage} +import io.cequence.openaiscala.domain.{ModelId, ThreadMessage} import scala.collection.immutable.ListMap import scala.concurrent.Future @@ -41,7 +41,7 @@ object CreateRun extends Example { eventsThread <- createEventMessages run <- service.createRun( threadId = eventsThread.id, - assistantId = AssistantId(assistant.id), + assistantId = assistant.id, instructions = Some( "If you need the weather forecast for a specific city and date, you can use the weather_forecast_for_city function." ), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala index e3bf55ee..37a0350d 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala @@ -37,7 +37,7 @@ object CreateRunWithCodeInterpretation extends Example with PollingHelper { run <- service.createRun( threadId = thread.id, - assistantId = AssistantId(assistantId), + assistantId = assistantId, instructions = None, responseToolChoice = Some(ToolChoice.EnforcedTool(RunTool.CodeInterpreterTool)), tools = Seq(CodeInterpreterTool), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithFunctionCall.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithFunctionCall.scala index 6d464ef0..e9718d19 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithFunctionCall.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithFunctionCall.scala @@ -52,7 +52,7 @@ object CreateRunWithFunctionCall extends Example { override protected def run: Future[_] = for { assistant <- createAssistant() - assistantId = AssistantId(assistant.id) + assistantId = assistant.id eventsThread <- createSpecMessagesThread() _ <- service.listThreadMessages(eventsThread.id).map { messages => diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithVectorStore.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithVectorStore.scala index 5bb8297f..09d1318e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithVectorStore.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithVectorStore.scala @@ -63,7 +63,7 @@ object CreateRunWithVectorStore extends Example { } yield thread val vectorStoreId = "vs_6nTuNJKVytSoFke9nvnpptUZ" // createVectorStore(fileInfo).map(_.id) - val assistantId = AssistantId("asst_gIharZ60V7hvf5pQvvjkw7Mf") + val assistantId = "asst_gIharZ60V7hvf5pQvvjkw7Mf" override protected def run: Future[_] = for { // fileInfo <- uploadFile diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala index 6ddf8720..19cd2bad 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala @@ -1,7 +1,7 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain.ThreadAndRun.Message.{AssistantMessage, UserMessage} -import io.cequence.openaiscala.domain.{AssistantId, ThreadAndRun} +import io.cequence.openaiscala.domain.ThreadAndRun import scala.concurrent.Future @@ -10,7 +10,7 @@ object CreateThreadAndRun extends Example { override protected def run: Future[Unit] = for { thread <- service.createThreadAndRun( - assistantId = AssistantId("assistant-abc123"), + assistantId = "assistant-abc123", thread = Some( ThreadAndRun( messages = Seq( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/Assistants.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/Assistants.scala index 4dfe63df..21d4f660 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/Assistants.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/Assistants.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.examples.scenario import io.cequence.openaiscala.domain.AssistantTool.FileSearchTool import io.cequence.openaiscala.domain.settings.FileUploadPurpose -import io.cequence.openaiscala.domain.{AssistantId, AssistantToolResource, ThreadMessage} +import io.cequence.openaiscala.domain.{AssistantToolResource, ThreadMessage} import io.cequence.openaiscala.examples.Example import java.io.File @@ -57,7 +57,7 @@ object Assistants extends Example { run <- service.createRun( thread.id, - AssistantId(assistant.id), + assistant.id, stream = false ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala index d93bfdbd..5086ac11 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala @@ -50,7 +50,7 @@ object CreateThreadAndRunScenario extends Example with PollingHelper { ) run <- service.createThreadAndRun( - assistantId = AssistantId(assistant.id), + assistantId = assistant.id, thread = None, stream = false ) From e981d82e3b250ff7f91a6d935fb677cf8bc2e12d Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 20 Sep 2024 10:57:01 +0200 Subject: [PATCH 022/404] Json String schema - enum optional --- .../main/scala/io/cequence/openaiscala/JsonFormats.scala | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 10b981fa..2774befe 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -1190,7 +1190,11 @@ object JsonFormats { } implicit lazy val jsonSchemaReads: Reads[JsonSchema] = new Reads[JsonSchema] { - implicit val stringReads: Reads[JsonSchema.String] = Json.reads[JsonSchema.String] + implicit val stringReads: Reads[JsonSchema.String] = ( + (__ \ "description").readNullable[String] and + (__ \ "enum").readWithDefault[Seq[String]](Nil) + )(JsonSchema.String _) + implicit val numberReads: Reads[JsonSchema.Number] = Json.reads[JsonSchema.Number] implicit val booleanReads: Reads[JsonSchema.Boolean] = Json.reads[JsonSchema.Boolean] // implicit val nullReads = Json.reads[JsonSchema.Null] From 4fb93f1fc47775fd837197258d43becd395cddb6 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 20 Sep 2024 11:00:48 +0200 Subject: [PATCH 023/404] Json String schema - enum optional --- .../src/main/scala/io/cequence/openaiscala/JsonFormats.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 2774befe..1131a849 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -1193,7 +1193,7 @@ object JsonFormats { implicit val stringReads: Reads[JsonSchema.String] = ( (__ \ "description").readNullable[String] and (__ \ "enum").readWithDefault[Seq[String]](Nil) - )(JsonSchema.String _) + )(JsonSchema.String.apply _) implicit val numberReads: Reads[JsonSchema.Number] = Json.reads[JsonSchema.Number] implicit val booleanReads: Reads[JsonSchema.Boolean] = Json.reads[JsonSchema.Boolean] From 516fb2d3206976a734f351ec20df20f28c43fc05 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 23 Sep 2024 09:04:51 +0200 Subject: [PATCH 024/404] JSON schema reflection helper - explicit types --- .../openaiscala/anthropic/JsonFormats.scala | 37 +++++++++---------- build.sbt | 2 +- .../service/JsonSchemaReflectionHelper.scala | 28 +++++++++----- 3 files changed, 37 insertions(+), 30 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index ed26f174..4f8b61e5 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -21,8 +21,8 @@ import io.cequence.openaiscala.anthropic.domain.response.{ } import io.cequence.openaiscala.anthropic.domain.{ChatRole, Content, Message} import io.cequence.wsclient.JsonUtil -import play.api.libs.functional.syntax._ -import play.api.libs.json._ + import play.api.libs.functional.syntax._ + import play.api.libs.json._ object JsonFormats extends JsonFormats @@ -48,27 +48,25 @@ trait JsonFormats { implicit val textBlockReads: Reads[TextBlock] = Json.reads[TextBlock] implicit val textBlockWrites: Writes[TextBlock] = Json.writes[TextBlock] - implicit val imageBlockWrites: Writes[ImageBlock] = new Writes[ImageBlock] { - def writes(block: ImageBlock): JsValue = Json.obj( - "type" -> "image", - "source" -> Json.obj( - "type" -> block.`type`, - "media_type" -> block.mediaType, - "data" -> block.data + implicit val imageBlockWrites: Writes[ImageBlock] = + (block: ImageBlock) => + Json.obj( + "type" -> "image", + "source" -> Json.obj( + "type" -> block.`type`, + "media_type" -> block.mediaType, + "data" -> block.data + ) ) - ) - } - implicit val contentBlockWrites: Writes[ContentBlock] = new Writes[ContentBlock] { - def writes(block: ContentBlock): JsValue = block match { - case tb: TextBlock => - Json.obj("type" -> "text") ++ Json.toJson(tb)(textBlockWrites).as[JsObject] - case ib: ImageBlock => Json.toJson(ib)(imageBlockWrites) - } + implicit val contentBlockWrites: Writes[ContentBlock] = { + case tb: TextBlock => + Json.obj("type" -> "text") ++ Json.toJson(tb)(textBlockWrites).as[JsObject] + case ib: ImageBlock => Json.toJson(ib)(imageBlockWrites) } - implicit val contentBlockReads: Reads[ContentBlock] = new Reads[ContentBlock] { - def reads(json: JsValue): JsResult[ContentBlock] = { + implicit val contentBlockReads: Reads[ContentBlock] = + (json: JsValue) => { (json \ "type").validate[String].flatMap { case "text" => (json \ "text").validate[String].map(TextBlock.apply) case "image" => @@ -81,7 +79,6 @@ trait JsonFormats { case _ => JsError("Unsupported or invalid content block") } } - } implicit val contentReads: Reads[Content] = new Reads[Content] { def reads(json: JsValue): JsResult[Content] = json match { diff --git a/build.sbt b/build.sbt index 537cf555..48a6b974 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.0.RC.2" +ThisBuild / version := "1.1.0.RC.23" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala index c2198de4..442d4257 100644 --- a/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala +++ b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala @@ -11,17 +11,19 @@ trait JsonSchemaReflectionHelper { def jsonSchemaFor[T: TypeTag]( dateAsNumber: Boolean = false, - useRuntimeMirror: Boolean = false + useRuntimeMirror: Boolean = false, + explicitTypes: Map[String, JsonSchema] = Map() ): JsonSchema = { val mirror = if (useRuntimeMirror) runtimeMirror(getClass.getClassLoader) else typeTag[T].mirror - asJsonSchema(typeOf[T], mirror, dateAsNumber) + asJsonSchema(typeOf[T], mirror, dateAsNumber, explicitTypes) } private def asJsonSchema( typ: Type, mirror: Mirror, - dateAsNumber: Boolean = false + dateAsNumber: Boolean, + explicitTypes: Map[String, JsonSchema] ): JsonSchema = typ match { // number @@ -40,7 +42,13 @@ trait JsonSchemaReflectionHelper { JsonSchema.String() // enum - case t if t subMatches (typeOf[Enumeration#Value], typeOf[Enum[_]]) => + case t if t subMatches typeOf[Enumeration#Value] => + // TODO + // val enumValues = t.enumValues() + JsonSchema.String() + + // java enum + case t if t subMatches typeOf[Enum[_]] => JsonSchema.String() // date @@ -50,11 +58,11 @@ trait JsonSchemaReflectionHelper { // array/seq case t if t subMatches (typeOf[Seq[_]], typeOf[Set[_]], typeOf[Array[_]]) => val innerType = t.typeArgs.head - val itemsSchema = asJsonSchema(innerType, mirror, dateAsNumber) + val itemsSchema = asJsonSchema(innerType, mirror, dateAsNumber, explicitTypes) JsonSchema.Array(itemsSchema) case t if t.isCaseClass() => - caseClassAsJsonSchema(t, mirror, dateAsNumber) + caseClassAsJsonSchema(t, mirror, dateAsNumber, explicitTypes) // map - TODO case t if t subMatches (typeOf[Map[String, _]]) => @@ -81,14 +89,16 @@ trait JsonSchemaReflectionHelper { private def caseClassAsJsonSchema( typ: Type, mirror: Mirror, - dateAsNumber: Boolean + dateAsNumber: Boolean, + explicitTypes: Map[String, JsonSchema] ): JsonSchema = { val memberNamesAndTypes = typ.getCaseClassFields() val fieldSchemas = memberNamesAndTypes.toSeq.map { case (fieldName: String, memberType: Type) => - val fieldSchema = asJsonSchema(memberType, mirror, dateAsNumber) - (fieldName, fieldSchema, memberType.isOption()) + val implicitFieldSchema = asJsonSchema(memberType, mirror, dateAsNumber, explicitTypes) + val explicitFieldSchema = explicitTypes.get(fieldName) + (fieldName, explicitFieldSchema.getOrElse(implicitFieldSchema), memberType.isOption()) } val required = fieldSchemas.collect { case (fieldName, _, false) => fieldName } From bb05352ad0e84c4ad71f546ece79902b9f79fd04 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 23 Sep 2024 10:24:56 +0200 Subject: [PATCH 025/404] UploadFileSettings dropped --- .../io/cequence/openaiscala/anthropic/JsonFormats.scala | 4 ++-- .../{UploadFileSettings.scala => FileUploadPurpose.scala} | 7 ------- 2 files changed, 2 insertions(+), 9 deletions(-) rename openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/{UploadFileSettings.scala => FileUploadPurpose.scala} (58%) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index 4f8b61e5..f25f839c 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -21,8 +21,8 @@ import io.cequence.openaiscala.anthropic.domain.response.{ } import io.cequence.openaiscala.anthropic.domain.{ChatRole, Content, Message} import io.cequence.wsclient.JsonUtil - import play.api.libs.functional.syntax._ - import play.api.libs.json._ +import play.api.libs.functional.syntax._ +import play.api.libs.json._ object JsonFormats extends JsonFormats diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/UploadFileSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/FileUploadPurpose.scala similarity index 58% rename from openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/UploadFileSettings.scala rename to openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/FileUploadPurpose.scala index f6d8979c..0c595079 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/UploadFileSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/FileUploadPurpose.scala @@ -2,13 +2,6 @@ package io.cequence.openaiscala.domain.settings import io.cequence.wsclient.domain.NamedEnumValue -case class UploadFileSettings( - // The intended purpose of the uploaded documents. Use "fine-tune" for Fine-tuning. - // This allows us to validate the format of the uploaded file. - // Note: currently only 'fine-tune' is supported (as of 2023-01-20) - purpose: FileUploadPurpose -) - sealed abstract class FileUploadPurpose(value: String) extends NamedEnumValue(value) object FileUploadPurpose { From e60b6af992629518051a6991d23527969fe3c439 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Mon, 23 Sep 2024 18:46:37 +0200 Subject: [PATCH 026/404] https://portal.app.cequence.io/#/projects/3536 assistant tool formats WIP --- .../openaiscala/JsonFormatsSpec.scala | 62 +++++++++---------- .../io/cequence/openaiscala/JsonFormats.scala | 28 +++++++-- .../domain/AssistantToolResource.scala | 2 + .../openaiscala/domain/ThreadAndRun.scala | 2 +- .../examples/CreateThreadAndRun.scala | 38 +++++++++++- .../examples/ListVectorStoreFiles.scala | 16 +++-- .../examples/RetrieveVectorStore.scala | 2 +- .../examples/RetrieveVectorStoreFile.scala | 2 +- 8 files changed, 104 insertions(+), 48 deletions(-) diff --git a/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala b/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala index 6b1f7a85..12cc6cb4 100644 --- a/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala +++ b/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala @@ -46,25 +46,21 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { private val codeInterpreterResourcesJson = """{ | "code_interpreter" : { - | "file_ids" : [ { - | "file_id" : "file-id-1" - | }, { - | "file_id" : "file-id-2" - | } ] + | "file_ids" : [ "file-id-1", "file-id-2" ] | } |}""".stripMargin private val fileSearchResourcesJson1 = """{ | "file_search" : { - | "vector_store_ids" : [ "vs_xxx" ] + | "vector_store_ids" : [ "vs_xxx", "vs_yyy" ] | } |}""".stripMargin +// | "vector_store_ids" : [ ], private val fileSearchResourcesJson2 = """{ | "file_search" : { - | "vector_store_ids" : [ ], | "vector_stores" : [ { | "file_ids" : [ { | "file_id" : "file-id-1" @@ -198,32 +194,30 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { ) } -// // TODO -// "serialize and deserialize file search's resources with vector store ids" in { -// testCodec[AssistantToolResource]( -// AssistantToolResource( -// FileSearchResources( -// vectorStoreIds = Seq("vs_xxx") -// ) -// ), -// fileSearchResourcesJson1, -// Pretty -// ) -// } -// -// // TODO -// "serialize and deserialize file search's resources with (new) vector stores" in { -// testCodec[AssistantToolResource]( -// AssistantToolResource( -// FileSearchResources( -// vectorStoreIds = Nil, -// vectorStores = Seq(VectorStore(Seq(FileId("file-id-1")), Map("key" -> "value"))) -// ) -// ), -// fileSearchResourcesJson2, -// Pretty -// ) -// } + "serialize and deserialize file search's resources with vector store ids" in { + testCodec[AssistantToolResource]( + AssistantToolResource( + FileSearchResources( + vectorStoreIds = Seq("vs_xxx", "vs_yyy") + ) + ), + fileSearchResourcesJson1, + Pretty + ) + } + + "serialize and deserialize file search's resources with (new) vector stores" in { + testCodec[AssistantToolResource]( + AssistantToolResource( + FileSearchResources( + vectorStoreIds = Nil, + vectorStores = Seq(VectorStore(Seq(FileId("file-id-1")), Map("key" -> "value"))) + ) + ), + fileSearchResourcesJson2, + Pretty + ) + } "serialize and deserialize run tools" in { testCodec[RunTool]( @@ -626,6 +620,8 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { if (!justSemantics) serialized shouldBe json val json2 = Json.parse(json).as[A] + + println(s"json2 = $json2") json2 shouldBe value } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 1131a849..d9ca039f 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -634,9 +634,19 @@ object JsonFormats { } implicit lazy val assistantToolResourceWrites: Writes[AssistantToolResource] = Writes { - case AssistantToolResource(Some(codeInterpreter), _) => + case a @ AssistantToolResource(Some(codeInterpreter), _) => + println(s"going to serialize: $a") + println( + s"json = ${Json.toJson(codeInterpreter)(assistantToolResourceCodeInterpreterResourceWrites)}" + ) + Json.toJson(codeInterpreter)(assistantToolResourceCodeInterpreterResourceWrites) - case AssistantToolResource(_, Some(fileSearch)) => + case a @ AssistantToolResource(_, Some(fileSearch)) => + println(s"going to serialize: $a") + println( + s"json = ${Json.toJson(fileSearch)(assistantToolResourceFileSearchResourceWrites)}" + ) + Json.toJson(fileSearch)(assistantToolResourceFileSearchResourceWrites) case _ => Json.obj() } @@ -650,7 +660,13 @@ object JsonFormats { implicit lazy val fileSearchResourcesReads : Reads[AssistantToolResource.FileSearchResources] = { implicit val config: JsonConfiguration = JsonConfiguration(JsonNaming.SnakeCase) - Json.reads[AssistantToolResource.FileSearchResources] + + ( + (__ \ "vector_store_ids").read[Seq[String]] and + (__ \ "vector_stores") + .readNullable[Seq[AssistantToolResource.VectorStore]] + .map(_.getOrElse(Seq.empty)) + )(AssistantToolResource.FileSearchResources.apply _) } implicit lazy val assistantToolResourceReads: Reads[AssistantToolResource] = ( @@ -700,8 +716,10 @@ object JsonFormats { // implicit lazy val threadWrites: Writes[Thread] = Json.writes[Thread] - implicit lazy val fileIdFormat: Format[FileId] = - Json.format[FileId] + implicit val fileIdFormat: Format[FileId] = Format( + Reads.StringReads.map(FileId.apply), + Writes[FileId](fileId => JsString(fileId.file_id)) + ) implicit lazy val threadMessageContentTypeFormat: Format[ThreadMessageContentType] = enumFormat[ThreadMessageContentType]( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/AssistantToolResource.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/AssistantToolResource.scala index 456a9a7e..f0788199 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/AssistantToolResource.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/AssistantToolResource.scala @@ -7,6 +7,8 @@ final case class AssistantToolResource( object AssistantToolResource { + def empty: AssistantToolResource = AssistantToolResource(None, None) + def apply(): AssistantToolResource = AssistantToolResource(None, None) def apply(codeInterpreterResources: CodeInterpreterResources): AssistantToolResource = AssistantToolResource(Some(codeInterpreterResources), None) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ThreadAndRun.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ThreadAndRun.scala index c9de6272..1f27dd8d 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ThreadAndRun.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ThreadAndRun.scala @@ -5,7 +5,7 @@ import io.cequence.openaiscala.domain.ThreadAndRun.Content.ContentBlock final case class ThreadAndRun( // TODO: check whether the message model is restrictive enough messages: Seq[ThreadAndRun.Message], - toolResources: Seq[AssistantToolResource], + toolResources: AssistantToolResource, metadata: Map[String, Any] ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala index 19cd2bad..d9b8e66f 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala @@ -1,7 +1,8 @@ package io.cequence.openaiscala.examples +import io.cequence.openaiscala.domain.AssistantToolResource.CodeInterpreterResources import io.cequence.openaiscala.domain.ThreadAndRun.Message.{AssistantMessage, UserMessage} -import io.cequence.openaiscala.domain.ThreadAndRun +import io.cequence.openaiscala.domain.{AssistantToolResource, FileId, ThreadAndRun} import scala.concurrent.Future @@ -10,7 +11,7 @@ object CreateThreadAndRun extends Example { override protected def run: Future[Unit] = for { thread <- service.createThreadAndRun( - assistantId = "assistant-abc123", + assistantId = "asst_GEKjNc6lewoiulFt32mWSqKl", thread = Some( ThreadAndRun( messages = Seq( @@ -20,7 +21,38 @@ object CreateThreadAndRun extends Example { ), UserMessage("Could you please provide even simpler explanation?") ), - toolResources = Seq.empty, + toolResources = AssistantToolResource.empty, + metadata = Map.empty + ) + ), + stream = false + ) + +// Vector Store: CUSTOMER RELATIONSHIP AGREEMENT[vs_sRwpBFIFYyfWQ3og8X9CQs3A] (3 files) +// - file-y5Q8IgmBvQ547z7vi9PDOzZQ (vector_store.file) +// - file-9pb59EqrMCRpDxivmDQ6AxqW (vector_store.file) +// - file-DQQrxLykRzcA54rqMyyfygyV (vector_store.file) + + threadWithCodeInterpreter <- service.createThreadAndRun( + assistantId = "asst_GEKjNc6lewoiulFt32mWSqKl", + thread = Some( + ThreadAndRun( + messages = Seq( + UserMessage("Tell me about usage of FP in Cequence."), + AssistantMessage( + "Cequence does use functional programming." + ), + UserMessage("Could you please provide more comprehensive answer?") + ), + toolResources = AssistantToolResource( + CodeInterpreterResources(fileIds = + Seq( + FileId("file-y5Q8IgmBvQ547z7vi9PDOzZQ"), + FileId("file-9pb59EqrMCRpDxivmDQ6AxqW"), + FileId("file-DQQrxLykRzcA54rqMyyfygyV") + ) + ) + ), metadata = Map.empty ) ), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ListVectorStoreFiles.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ListVectorStoreFiles.scala index ec710184..f09da3aa 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ListVectorStoreFiles.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ListVectorStoreFiles.scala @@ -1,5 +1,7 @@ package io.cequence.openaiscala.examples +import io.cequence.openaiscala.domain.VectorStoreFile + import scala.concurrent.Future object ListVectorStoreFiles extends Example { @@ -9,14 +11,20 @@ object ListVectorStoreFiles extends Example { vectorStores <- service.listVectorStores() vectorStoreChunks = vectorStores.sliding(10, 10).toList - _ = vectorStoreChunks.map(_.map(x => (x.id, x.name))).foreach(println) - files <- Future.traverse(vectorStoreChunks) { vectorStoresChunk => + vsAndFiles <- Future.traverse(vectorStoreChunks) { vectorStoresChunk => Future.traverse(vectorStoresChunk) { vectorStore => - service.listVectorStoreFiles(vectorStore.id).map(file => (vectorStore.name, file)) + service + .listVectorStoreFiles(vectorStore.id) + .map((files: Seq[VectorStoreFile]) => (vectorStore, files)) } } } yield { - files.foreach(println) + vsAndFiles.flatten.foreach { case (vs, files) => + println(s"Vector Store: ${vs.name}[${vs.id}] (${files.length} files)") + files.foreach { file => + println(s" - ${file.id} (${file.`object`})") + } + } } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveVectorStore.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveVectorStore.scala index c8a82a6c..5c8f953a 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveVectorStore.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveVectorStore.scala @@ -7,7 +7,7 @@ object RetrieveVectorStore extends Example { override protected def run: Future[_] = for { assistant <- service.retrieveVectorStore( - vectorStoreId = "vs_xxx" + vectorStoreId = "vs_9pl9kTn3ggjzDKYX5AT9JuIG" ) } yield { println(assistant) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveVectorStoreFile.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveVectorStoreFile.scala index 0edd5125..db195524 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveVectorStoreFile.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveVectorStoreFile.scala @@ -9,7 +9,7 @@ object RetrieveVectorStoreFile extends Example { override protected def run: Future[_] = for { assistant <- service.retrieveVectorStoreFile( - vectorStoreId = "vs_xxx", + vectorStoreId = "vs_9pl9kTn3ggjzDKYX5AT9JuIG", fileId = FileId("vsf_xxx") ) } yield { From 1a76986779ee7c56e45f7ea09c42ffbdc7c5f7d4 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Tue, 24 Sep 2024 09:13:58 +0200 Subject: [PATCH 027/404] https://portal.app.cequence.io/#/projects/3536 formats passing tests --- .../openaiscala/JsonFormatsSpec.scala | 38 +++++++++---------- .../io/cequence/openaiscala/JsonFormats.scala | 2 +- .../examples/CreateChatCompletion.scala | 5 ++- 3 files changed, 23 insertions(+), 22 deletions(-) diff --git a/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala b/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala index 12cc6cb4..141c7567 100644 --- a/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala +++ b/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala @@ -62,9 +62,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { """{ | "file_search" : { | "vector_stores" : [ { - | "file_ids" : [ { - | "file_id" : "file-id-1" - | } ], + | "file_ids" : [ "file-id-1" ], | "metadata" : { | "key" : "value" | } @@ -112,9 +110,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { private val attachmentJson = """{ - | "file_id" : { - | "file_id" : "file-id-1" - | }, + | "file_id" : "file-id-1", | "tools" : [ { | "type" : "code_interpreter" | }, { @@ -183,39 +179,36 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { } "serialize and deserialize code interpreter's resources" in { - testCodec[AssistantToolResource]( + prettyTestCodec[AssistantToolResource]( AssistantToolResource( CodeInterpreterResources( Seq(FileId("file-id-1"), FileId("file-id-2")) ) ), - codeInterpreterResourcesJson, - Pretty + codeInterpreterResourcesJson ) } "serialize and deserialize file search's resources with vector store ids" in { - testCodec[AssistantToolResource]( + prettyTestCodec[AssistantToolResource]( AssistantToolResource( FileSearchResources( vectorStoreIds = Seq("vs_xxx", "vs_yyy") ) ), - fileSearchResourcesJson1, - Pretty + fileSearchResourcesJson1 ) } "serialize and deserialize file search's resources with (new) vector stores" in { - testCodec[AssistantToolResource]( + prettyTestCodec[AssistantToolResource]( AssistantToolResource( FileSearchResources( vectorStoreIds = Nil, vectorStores = Seq(VectorStore(Seq(FileId("file-id-1")), Map("key" -> "value"))) ) ), - fileSearchResourcesJson2, - Pretty + fileSearchResourcesJson2 ) } @@ -350,9 +343,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { testCodec[VectorStore]( vectorStore, """{ - | "file_ids" : [ { - | "file_id" : "file-123" - | } ], + | "file_ids" : [ "file-123" ], | "metadata" : { | "key" : "value" | } @@ -487,8 +478,6 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { fineTuneJob.id shouldBe "xxx" fineTuneJob.model shouldBe "gpt-4o-2024-08-06" -// fineTuneJob.created_at.toString shouldBe "Tue Sep 10 17:52:12 CEST 2024" // TODO: - fineTuneJob.created_at.toString shouldBe "Tue Sep 10 15:52:12 UTC 2024" fineTuneJob.finished_at shouldBe None fineTuneJob.fine_tuned_model shouldBe None fineTuneJob.organization_id shouldBe "org-xxx" @@ -625,6 +614,15 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { json2 shouldBe value } + private def prettyTestCodec[A]( + value: A, + json: String, + justSemantics: Boolean = false + )( + implicit format: Format[A] + ): Unit = + testCodec(value, json, Pretty, justSemantics) + private def testSerialization[A]( value: A, json: String, diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index d9ca039f..241d2b2d 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -662,7 +662,7 @@ object JsonFormats { implicit val config: JsonConfiguration = JsonConfiguration(JsonNaming.SnakeCase) ( - (__ \ "vector_store_ids").read[Seq[String]] and + (__ \ "vector_store_ids").readNullable[Seq[String]].map(_.getOrElse(Seq.empty)) and (__ \ "vector_stores") .readNullable[Seq[AssistantToolResource.VectorStore]] .map(_.getOrElse(Seq.empty)) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala index 8da2c72d..65fb8e79 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala @@ -1,6 +1,9 @@ package io.cequence.openaiscala.examples -import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, CreateChatCompletionSettings} +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings +} import io.cequence.openaiscala.domain._ import scala.concurrent.Future From a19ee945a816d8742f1441d264a197dfdf93a73a Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Tue, 24 Sep 2024 09:26:15 +0200 Subject: [PATCH 028/404] https://portal.app.cequence.io/#/projects/3536 cleanup --- .../openaiscala/JsonFormatsSpec.scala | 3 --- .../io/cequence/openaiscala/JsonFormats.scala | 16 ++--------- .../examples/CreateThreadAndRun.scala | 27 ++++++++++++++++++- 3 files changed, 28 insertions(+), 18 deletions(-) diff --git a/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala b/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala index 141c7567..383abbfd 100644 --- a/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala +++ b/openai-client/src/test/scala/io/cequence/openaiscala/JsonFormatsSpec.scala @@ -57,7 +57,6 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { | } |}""".stripMargin -// | "vector_store_ids" : [ ], private val fileSearchResourcesJson2 = """{ | "file_search" : { @@ -609,8 +608,6 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { if (!justSemantics) serialized shouldBe json val json2 = Json.parse(json).as[A] - - println(s"json2 = $json2") json2 shouldBe value } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 241d2b2d..379a16ec 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -634,19 +634,9 @@ object JsonFormats { } implicit lazy val assistantToolResourceWrites: Writes[AssistantToolResource] = Writes { - case a @ AssistantToolResource(Some(codeInterpreter), _) => - println(s"going to serialize: $a") - println( - s"json = ${Json.toJson(codeInterpreter)(assistantToolResourceCodeInterpreterResourceWrites)}" - ) - + case AssistantToolResource(Some(codeInterpreter), _) => Json.toJson(codeInterpreter)(assistantToolResourceCodeInterpreterResourceWrites) - case a @ AssistantToolResource(_, Some(fileSearch)) => - println(s"going to serialize: $a") - println( - s"json = ${Json.toJson(fileSearch)(assistantToolResourceFileSearchResourceWrites)}" - ) - + case AssistantToolResource(_, Some(fileSearch)) => Json.toJson(fileSearch)(assistantToolResourceFileSearchResourceWrites) case _ => Json.obj() } @@ -714,8 +704,6 @@ object JsonFormats { (__ \ "metadata").read[Map[String, String]].orElse(Reads.pure(Map())) )(Thread.apply _) -// implicit lazy val threadWrites: Writes[Thread] = Json.writes[Thread] - implicit val fileIdFormat: Format[FileId] = Format( Reads.StringReads.map(FileId.apply), Writes[FileId](fileId => JsString(fileId.file_id)) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala index d9b8e66f..954de0a6 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadAndRun.scala @@ -1,6 +1,9 @@ package io.cequence.openaiscala.examples -import io.cequence.openaiscala.domain.AssistantToolResource.CodeInterpreterResources +import io.cequence.openaiscala.domain.AssistantToolResource.{ + CodeInterpreterResources, + FileSearchResources +} import io.cequence.openaiscala.domain.ThreadAndRun.Message.{AssistantMessage, UserMessage} import io.cequence.openaiscala.domain.{AssistantToolResource, FileId, ThreadAndRun} @@ -58,8 +61,30 @@ object CreateThreadAndRun extends Example { ), stream = false ) + + threadWithFileSearch <- service.createThreadAndRun( + assistantId = "asst_GEKjNc6lewoiulFt32mWSqKl", + thread = Some( + ThreadAndRun( + messages = Seq( + UserMessage("Tell me about usage of FP in Cequence."), + AssistantMessage( + "Cequence does use functional programming." + ), + UserMessage("Could you please provide more comprehensive answer?") + ), + toolResources = AssistantToolResource( + FileSearchResources(vectorStoreIds = Seq("vs_sRwpBFIFYyfWQ3og8X9CQs3A")) + ), + metadata = Map.empty + ) + ), + stream = false + ) } yield { println(thread) + println(threadWithCodeInterpreter) + println(threadWithFileSearch) } } From 1772b5abd28f3cca5a7a53f450e00c3940d3c1ed Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Tue, 24 Sep 2024 09:28:32 +0200 Subject: [PATCH 029/404] https://portal.app.cequence.io/#/projects/3536 don't ignore tools --- .../cequence/openaiscala/service/impl/OpenAIServiceImpl.scala | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIServiceImpl.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIServiceImpl.scala index 71bd8f59..4e4ec953 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIServiceImpl.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIServiceImpl.scala @@ -114,8 +114,7 @@ private[service] trait OpenAIServiceImpl Param.assistant_id -> Some(assistantId), Param.thread -> thread.map(Json.toJson(_)), Param.instructions -> Some(instructions), - // TODO: tools are ignored? - // Param.tools -> Some(Json.toJson(tools)), + Param.tools -> Some(Json.toJson(tools)), Param.tool_resources -> toolResources.map(Json.toJson(_)), Param.tool_choice -> toolChoice.map(Json.toJson(_)) ) From 63e76a8e33a03aa1975540391e921c6c71e88003 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Tue, 24 Sep 2024 12:15:13 +0200 Subject: [PATCH 030/404] https://portal.app.cequence.io/#/projects/3536 cleanup --- .../main/scala/io/cequence/openaiscala/JsonFormats.scala | 8 +------- .../io/cequence/openaiscala/service/OpenAIService.scala | 6 +++--- 2 files changed, 4 insertions(+), 10 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 379a16ec..ce868d7f 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -260,13 +260,7 @@ object JsonFormats { case None => json.as[UserSeqMessage] } - case ChatRole.Tool => - json.as[ToolMessage] - // TODO: fixed.... originally was -// json.asOpt[AssistantToolMessage] match { -// case Some(assistantToolMessage) => assistantToolMessage -// case None => json.as[ToolMessage] -// } + case ChatRole.Tool => json.as[ToolMessage] case ChatRole.Assistant => // if contains tool_calls, then it is AssistantToolMessage diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala index 297a399b..40e3587d 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala @@ -1227,12 +1227,12 @@ trait OpenAIService extends OpenAICoreService { /** * Create a vector store. * - * @param file_ids + * @param fileIds * A list of File IDs that the vector store should use (optional). Useful for tools like * file_search that can access files. * @param name * The name of the vector store. - * @param expires_after + * @param metadata * The expiration policy for a vector store. TODO maximum of 64 characters long and values * can be a maximum of 512 characters long. * @return @@ -1244,7 +1244,7 @@ trait OpenAIService extends OpenAICoreService { def createVectorStore( fileIds: Seq[String] = Nil, name: Option[String] = None, - metadata: Map[String, Any] = Map() // TODO: expires after + metadata: Map[String, Any] = Map.empty // TODO: expires after ): Future[VectorStore] /** From 48c0970901c08d542507f9a672bbe2caf3a740ec Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 25 Sep 2024 13:08:40 +0200 Subject: [PATCH 031/404] README updated --- README.md | 83 +++++++++++++------ .../examples/CreateChatCompletionJson.scala | 2 +- 2 files changed, 59 insertions(+), 26 deletions(-) diff --git a/README.md b/README.md index 33e7fca8..4f9f926e 100755 --- a/README.md +++ b/README.md @@ -28,7 +28,11 @@ Also, we aimed the lib to be self-contained with the fewest dependencies possibl --- -In addition to the OpenAI API, this library also supports API-compatible providers such as: +👉 **No time to read a lengthy tutorial? Sure, we hear you! Check out the [examples](./openai-examples/src/main/scala/io/cequence/openaiscala/examples) to see how to use the lib in practice.** + +--- + +In addition to the OpenAI API, this library also supports API-compatible providers (see [examples](./openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai)) such as: - [Azure OpenAI](https://azure.microsoft.com/en-us/products/ai-services/openai-service) - cloud-based, utilizes OpenAI models but with lower latency - [Azure AI](https://azure.microsoft.com/en-us/products/ai-studio) - cloud-based, offers a vast selection of open-source models - [Anthropic](https://www.anthropic.com/api) - cloud-based, a major competitor to OpenAI, features proprietary/closed-source models such as Claude3 - Haiku, Sonnet, and Opus @@ -42,8 +46,6 @@ In addition to the OpenAI API, this library also supports API-compatible provide - [Ollama](https://ollama.com/) - runs locally, serves as an umbrella for open-source LLMs including LLaMA3, dbrx, and Command-R - [FastChat](https://github.com/lm-sys/FastChat) - runs locally, serves as an umbrella for open-source LLMs such as Vicuna, Alpaca, and FastChat-T5 -See [examples](./openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai) for more details. - --- 👉 For background information read an article about the lib/client on [Medium](https://medium.com/@0xbnd/openai-scala-client-is-out-d7577de934ad). @@ -153,54 +155,42 @@ Then you can obtain a service in one of the following ways. 4. [Groq](https://wow.groq.com/) - requires `GROQ_API_KEY"` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.groq) -``` -or with streaming -```scala + // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.groq) ``` 5. [Fireworks AI](https://fireworks.ai/) - requires `FIREWORKS_API_KEY"` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.fireworks) -``` -or with streaming -```scala + // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.fireworks) ``` 6. [Octo AI](https://octo.ai/) - requires `OCTOAI_TOKEN` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.octoML) -``` -or with streaming -```scala + // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.octoML) ``` 7. [TogetherAI](https://www.together.ai/) requires `TOGETHERAI_API_KEY` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.togetherAI) -``` -or with streaming -```scala + // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.togetherAI) ``` 8. [Cerebras](https://cerebras.ai/) requires `CEREBRAS_API_KEY` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.cerebras) -``` -or with streaming -```scala + // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.cerebras) ``` 9. [Mistral](https://mistral.ai/) requires `MISTRAL_API_KEY` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.mistral) -``` -or with streaming -```scala + // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.mistral) ``` @@ -305,7 +295,7 @@ Full documentation of each call with its respective inputs and settings is provi service.createCompletion( text, settings = CreateCompletionSettings( - model = ModelId.gpt_3_5_turbo_16k, + model = ModelId.gpt_4o, max_tokens = Some(1500), temperature = Some(0.9), presence_penalty = Some(0.2), @@ -340,7 +330,7 @@ For this to work you need to use `OpenAIServiceStreamedFactory` from `openai-sca ```scala val createChatCompletionSettings = CreateChatCompletionSettings( - model = ModelId.gpt_3_5_turbo + model = ModelId.gpt_4o ) val messages = Seq( @@ -413,7 +403,51 @@ For this to work you need to use `OpenAIServiceStreamedFactory` from `openai-sca } ``` -- 🔥 **New**: Count expected used tokens before calling `createChatCompletions` or `createChatFunCompletions`, this helps you select proper model ex. `gpt-3.5-turbo` or `gpt-3.5-turbo-16k` and reduce costs. This is an experimental feature and it may not work for all models. Requires `openai-scala-count-tokens` lib. +- Create chat completion with json output (🔥 **New**) + +```scala + val messages = Seq( + SystemMessage("Give me the most populous capital cities in JSON format."), + UserMessage("List only african countries") + ) + + val capitalsSchema = JsonSchema.Object( + properties = Map( + "countries" -> JsonSchema.Array( + items = JsonSchema.Object( + properties = Map( + "country" -> JsonSchema.String( + description = Some("The name of the country") + ), + "capital" -> JsonSchema.String( + description = Some("The capital city of the country") + ) + ), + required = Seq("country", "capital") + ) + ) + ), + required = Seq("countries") + ) + + val jsonSchemaDef = JsonSchemaDef( + name = "capitals_response", + strict = true, + structure = schema + ) + + service + .createChatCompletion( + messages = messages, + settings = DefaultSettings.createJsonChatCompletion(jsonSchemaDef) + ) + .map { response => + val json = Json.parse(messageContent(response)) + println(Json.prettyPrint(json)) + } +``` + +- Count expected used tokens before calling `createChatCompletions` or `createChatFunCompletions`, this helps you select proper model and reduce costs. This is an experimental feature and it may not work for all models. Requires `openai-scala-count-tokens` lib. An example how to count message tokens: ```scala @@ -567,7 +601,6 @@ class MyCompletionService @Inject() ( authHeaders = Seq(("Authorization", s"Bearer ${sys.env("OCTOAI_TOKEN")}")) ) - // Anthropic val anthropicService = AnthropicServiceFactory.asOpenAI() diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala index 9b66f6ca..e912a1c5 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala @@ -9,7 +9,7 @@ import scala.concurrent.Future object CreateChatCompletionJson extends Example with TestFixtures with OpenAIServiceConsts { - val messages = Seq( + private val messages: Seq[BaseMessage] = Seq( SystemMessage(capitalsPrompt), UserMessage("List only african countries") ) From c8270e9e045b40173d30b4f96ff99b5f3115effb Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 25 Sep 2024 13:33:58 +0200 Subject: [PATCH 032/404] Version 1.1.0 --- README.md | 8 ++++---- build.sbt | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 4f9f926e..00e0de7e 100755 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # OpenAI Scala Client 🤖 -[![version](https://img.shields.io/badge/version-1.1.0.RC.2-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) ![GitHub Stars](https://img.shields.io/github/stars/cequence-io/openai-scala-client?style=social) [![Twitter Follow](https://img.shields.io/twitter/follow/0xbnd?style=social)](https://twitter.com/0xbnd) ![GitHub CI](https://github.com/cequence-io/openai-scala-client/actions/workflows/continuous-integration.yml/badge.svg) +[![version](https://img.shields.io/badge/version-1.1.0-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) ![GitHub Stars](https://img.shields.io/github/stars/cequence-io/openai-scala-client?style=social) [![Twitter Follow](https://img.shields.io/twitter/follow/0xbnd?style=social)](https://twitter.com/0xbnd) ![GitHub CI](https://github.com/cequence-io/openai-scala-client/actions/workflows/continuous-integration.yml/badge.svg) This is a no-nonsense async Scala client for OpenAI API supporting all the available endpoints and params **including streaming**, the newest **chat completion**, **vision**, and **voice routines** (as defined [here](https://beta.openai.com/docs/api-reference)), provided in a single, convenient service called [OpenAIService](./openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala). The supported calls are: @@ -61,7 +61,7 @@ The currently supported Scala versions are **2.12, 2.13**, and **3**. To install the library, add the following dependency to your *build.sbt* ``` -"io.cequence" %% "openai-scala-client" % "1.1.0.RC.2" +"io.cequence" %% "openai-scala-client" % "1.1.0" ``` or to *pom.xml* (if you use maven) @@ -70,11 +70,11 @@ or to *pom.xml* (if you use maven) io.cequence openai-scala-client_2.12 - 1.1.0.RC.2 + 1.1.0 ``` -If you want streaming support, use `"io.cequence" %% "openai-scala-client-stream" % "1.1.0.RC.2"` instead. +If you want streaming support, use `"io.cequence" %% "openai-scala-client-stream" % "1.1.0"` instead. ## Config ⚙️ diff --git a/build.sbt b/build.sbt index 48a6b974..8ebb7ddf 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.0.RC.23" +ThisBuild / version := "1.1.0" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( From 28698c92f6a8230323e2faba0969598b0ba32d48 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 26 Sep 2024 10:20:53 +0200 Subject: [PATCH 033/404] Llama 3.2 models added --- .../openaiscala/domain/NonOpenAIModelId.scala | 14 ++++++++++++++ .../nonopenai/GroqCreateChatCompletion.scala | 4 ++-- 2 files changed, 16 insertions(+), 2 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 25a2123a..3d9ca8f0 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -13,6 +13,20 @@ object NonOpenAIModelId { val claude_instant_1_2 = "claude-instant-1.2" // Llama2/3 + val llama_v3p2_1b_instruct = "llama-v3p2-1b-instruct" // Fireworks AI + val llama_v3p2_3b_instruct = "llama-v3p2-3b-instruct" // Fireworks AI + val llama_v3p2_11b_vision_instruct = "llama-v3p2-11b-vision-instruct" // Fireworks AI + val llama_v3p2_90b_vision_instruct = "llama-v3p2-90b-vision-instruct" // Fireworks AI + val llama_3_2_90b_vision_instruct_turbo = + "meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo" // Together AI + val llama_3_2_11b_vision_instruct_turbo = + "meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo" // Together AI + val llama_3_2_3b_instruct_turbo = "meta-llama/Llama-3.2-3B-Instruct-Turbo" // Together AI + val llama_vision_free = "meta-llama/Llama-Vision-Free" // Together AI + val llama_3_2_1b_preview = "llama-3.2-1b-preview" // Groq + val llama_3_2_3b_preview = "llama-3.2-3b-preview" // Groq + val llama_3_2_11b_text_preview = "llama-3.2-11b-text-preview" // Groq + val llama_3_2_90b_text_preview = "llama-3.2-90b-text-preview" // Groq val llama3_1_8b = "llama3.1-8b" // Cerebras val llama3_1_70b = "llama3.1-70b" // Cerebras val meta_llama_3_1_405b_instruct = "meta-llama-3.1-405b-instruct" // OctoML diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala index a03e9ca2..5babfb8a 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala @@ -19,7 +19,7 @@ object GroqCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] UserMessage("What is the weather like in Norway?") ) - private val modelId = NonOpenAIModelId.llama3_8b_8192 + private val modelId = NonOpenAIModelId.llama_3_2_11b_text_preview override protected def run: Future[_] = service @@ -28,7 +28,7 @@ object GroqCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] settings = CreateChatCompletionSettings( model = modelId, temperature = Some(0.1), - max_tokens = Some(512) + max_tokens = Some(1024) ) ) .map(printMessageContent) From 65f0932dd438c13e70437247f02cb4e2f1c41c33 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 27 Sep 2024 11:27:40 +0200 Subject: [PATCH 034/404] Forcing a code validation rerun --- .../io/cequence/openaiscala/examples/CreateAssistant.scala | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAssistant.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAssistant.scala index 1c130539..84b8e81e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAssistant.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAssistant.scala @@ -1,4 +1,5 @@ package io.cequence.openaiscala.examples + import io.cequence.openaiscala.domain.AssistantTool.FunctionTool import io.cequence.openaiscala.domain.{AssistantToolResource, ModelId} @@ -8,7 +9,7 @@ object CreateAssistant extends Example { override protected def run: Future[_] = for { assistant <- service.createAssistant( - model = ModelId.gpt_3_5_turbo_1106, + model = ModelId.gpt_4o_mini, name = Some("Math Tutor"), instructions = Some( "You are a personal math tutor. When asked a question, write and run Python code to answer the question." From b3fe2d034c8f10e7fc2181e4569a2318dfa78078 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 27 Sep 2024 11:53:41 +0200 Subject: [PATCH 035/404] cache: 'sbt' commented out --- .github/workflows/continuous-integration.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml index 0850a7af..98ba2f9e 100644 --- a/.github/workflows/continuous-integration.yml +++ b/.github/workflows/continuous-integration.yml @@ -19,7 +19,7 @@ jobs: with: distribution: corretto java-version: '11' - cache: 'sbt' +# cache: 'sbt' - name: Validate Code run: sbt validateCode From 90599a8015fac90e853accccefe1b3290752bfa4 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 27 Sep 2024 11:56:49 +0200 Subject: [PATCH 036/404] CI - sbt setup --- .github/workflows/continuous-integration.yml | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml index 98ba2f9e..8a61c248 100644 --- a/.github/workflows/continuous-integration.yml +++ b/.github/workflows/continuous-integration.yml @@ -21,6 +21,13 @@ jobs: java-version: '11' # cache: 'sbt' + - name: Set up Scala and sbt + uses: olafurpg/setup-scala@v1 + with: + java-version: '11' +# scala-version: '2.13.10' + sbt-version: '1.8.2' + - name: Validate Code run: sbt validateCode From eff7ebed32718808e7ad5e091b838fafef283e93 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Fri, 27 Sep 2024 12:08:48 +0200 Subject: [PATCH 037/404] remove caching of sbt --- .github/workflows/continuous-integration.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml index 8a61c248..398deed1 100644 --- a/.github/workflows/continuous-integration.yml +++ b/.github/workflows/continuous-integration.yml @@ -49,7 +49,7 @@ jobs: with: distribution: 'corretto' java-version: '11' - cache: 'sbt' +# cache: 'sbt' - name: Build & Test run: sbt ++${{ matrix.scala }} clean testWithCoverage @@ -88,7 +88,7 @@ jobs: with: distribution: ${{ matrix.distribution }} java-version: ${{ matrix.jdk }} - cache: 'sbt' +# cache: 'sbt' - name: Perform Build / Test run: sbt ++${{ matrix.scala }} clean compile test From a459f5f56eeff088a9ba8746c05fc396753a4273 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Fri, 27 Sep 2024 12:38:57 +0200 Subject: [PATCH 038/404] hotfix of CI/CD --- .github/workflows/continuous-integration.yml | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml index 398deed1..99c6ff06 100644 --- a/.github/workflows/continuous-integration.yml +++ b/.github/workflows/continuous-integration.yml @@ -7,6 +7,9 @@ on: push: branches: [ master ] +env: + ACTIONS_ALLOW_UNSECURE_COMMANDS: true + jobs: validate: name: Validate Code @@ -19,13 +22,13 @@ jobs: with: distribution: corretto java-version: '11' -# cache: 'sbt' + cache: 'sbt' - name: Set up Scala and sbt uses: olafurpg/setup-scala@v1 with: java-version: '11' -# scala-version: '2.13.10' + # scala-version: '2.13.10' sbt-version: '1.8.2' - name: Validate Code @@ -49,7 +52,7 @@ jobs: with: distribution: 'corretto' java-version: '11' -# cache: 'sbt' + cache: 'sbt' - name: Build & Test run: sbt ++${{ matrix.scala }} clean testWithCoverage @@ -88,7 +91,7 @@ jobs: with: distribution: ${{ matrix.distribution }} java-version: ${{ matrix.jdk }} -# cache: 'sbt' + cache: 'sbt' - name: Perform Build / Test run: sbt ++${{ matrix.scala }} clean compile test From dafaa5a631c598e27fc6a29cc2ee00c69d91217d Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Fri, 27 Sep 2024 12:47:17 +0200 Subject: [PATCH 039/404] update setup-scala and checkout actions --- .github/workflows/continuous-integration.yml | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml index 99c6ff06..aca0e440 100644 --- a/.github/workflows/continuous-integration.yml +++ b/.github/workflows/continuous-integration.yml @@ -15,17 +15,17 @@ jobs: name: Validate Code runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Setup JDK - uses: actions/setup-java@v3 + uses: actions/setup-java@v4 with: distribution: corretto java-version: '11' cache: 'sbt' - name: Set up Scala and sbt - uses: olafurpg/setup-scala@v1 + uses: olafurpg/setup-scala@v14 with: java-version: '11' # scala-version: '2.13.10' @@ -45,10 +45,10 @@ jobs: scala: [ '2.12.18', '2.13.11', '3.2.2'] steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Setup JDK - uses: actions/setup-java@v3 + uses: actions/setup-java@v4 with: distribution: 'corretto' java-version: '11' From 4343891fe5f6d67e954570796e66933eee105f3d Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Fri, 27 Sep 2024 13:22:39 +0200 Subject: [PATCH 040/404] setup scala and sbt --- .github/workflows/continuous-integration.yml | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml index aca0e440..fe9753fc 100644 --- a/.github/workflows/continuous-integration.yml +++ b/.github/workflows/continuous-integration.yml @@ -54,6 +54,13 @@ jobs: java-version: '11' cache: 'sbt' + - name: Set up Scala and sbt + uses: olafurpg/setup-scala@v14 + with: + java-version: '11' + # scala-version: '2.13.10' + sbt-version: '1.8.2' + - name: Build & Test run: sbt ++${{ matrix.scala }} clean testWithCoverage @@ -93,6 +100,13 @@ jobs: java-version: ${{ matrix.jdk }} cache: 'sbt' + - name: Set up Scala and sbt + uses: olafurpg/setup-scala@v14 + with: + java-version: '11' + # scala-version: '2.13.10' + sbt-version: '1.8.2' + - name: Perform Build / Test run: sbt ++${{ matrix.scala }} clean compile test From 6fdb8c9f82c2815cdd7c8206ad2ed6f752d44ac0 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Fri, 27 Sep 2024 13:25:19 +0200 Subject: [PATCH 041/404] fix used java version in matrix --- .github/workflows/continuous-integration.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml index fe9753fc..aecea1ef 100644 --- a/.github/workflows/continuous-integration.yml +++ b/.github/workflows/continuous-integration.yml @@ -103,7 +103,7 @@ jobs: - name: Set up Scala and sbt uses: olafurpg/setup-scala@v14 with: - java-version: '11' + java-version: ${{ matrix.jdk }} # scala-version: '2.13.10' sbt-version: '1.8.2' From 55e01adf61c8f3191bdd86bd11f92015adfc3051 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 27 Sep 2024 17:43:19 +0200 Subject: [PATCH 042/404] WS client bump - fixing a Scala 2.13 issue with json schema serialization --- project/Dependencies.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/project/Dependencies.scala b/project/Dependencies.scala index 53d5378a..21aa84d8 100644 --- a/project/Dependencies.scala +++ b/project/Dependencies.scala @@ -1,7 +1,7 @@ object Dependencies { object Versions { - val wsClient = "0.6.0" + val wsClient = "0.6.1" val scalaMock = "6.0.0" } } From 6f824da90e16a1bb866ede90ad357d97e9a0895b Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 27 Sep 2024 18:09:27 +0200 Subject: [PATCH 043/404] Removing org.joda.time.DateTime --- .../openaiscala/service/JsonSchemaReflectionHelper.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala index 442d4257..70f2bf20 100644 --- a/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala +++ b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala @@ -52,7 +52,7 @@ trait JsonSchemaReflectionHelper { JsonSchema.String() // date - case t if t matches (typeOf[java.util.Date], typeOf[org.joda.time.DateTime]) => + case t if t matches typeOf[java.util.Date] => // , typeOf[org.joda.time.DateTime] if (dateAsNumber) JsonSchema.Number() else JsonSchema.String() // array/seq From fcc89369016d561a7e72ba4d7090bb6ab5bf01fc Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 11 Oct 2024 18:30:47 +0200 Subject: [PATCH 044/404] RetryHelpers - failover --- .../cequence/openaiscala/RetryHelpers.scala | 83 +++++++++++++++++++ 1 file changed, 83 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/RetryHelpers.scala b/openai-core/src/main/scala/io/cequence/openaiscala/RetryHelpers.scala index 2f9c260e..c3708730 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/RetryHelpers.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/RetryHelpers.scala @@ -3,6 +3,7 @@ package io.cequence.openaiscala import akka.actor.Scheduler import akka.pattern.after import io.cequence.openaiscala.RetryHelpers.{RetrySettings, retry} +import org.slf4j.LoggerFactory import scala.concurrent.duration.{DurationInt, FiniteDuration} import scala.concurrent.{ExecutionContext, Future} @@ -82,6 +83,8 @@ object RetryHelpers { trait RetryHelpers { + private val logger = LoggerFactory.getLogger(this.getClass) + implicit class FutureWithRetry[T](f: Future[T]) { def retryOnFailure( @@ -105,4 +108,84 @@ trait RetryHelpers { ) } } + + implicit class FutureWithFailover[IN, T]( + f: IN => Future[T] + ) { + def retryOnFailureOrFailover( + normalAndFailoverInputsAndMessages: Seq[(IN, String)], // input and string for logging + failureMessage: Option[String] = None, + log: Option[String => Unit] = Some(println), + isRetryable: Throwable => Boolean = { + case Retryable(_) => true + case _ => false + } + )( + implicit retrySettings: RetrySettings, + ec: ExecutionContext, + scheduler: Scheduler + ): Future[T] = + retryOnFailureOrFailoverAux( + None, + normalAndFailoverInputsAndMessages, + failureMessage, + log, + isRetryable + ) + + private def retryOnFailureOrFailoverAux( + lastException: Option[Throwable], + inputsAndMessagesToTryInOrder: Seq[(IN, String)], + failureMessage: Option[String] = None, + log: Option[String => Unit] = Some(println), + isRetryable: Throwable => Boolean = { + case Retryable(_) => true + case _ => false + } + )( + implicit retrySettings: RetrySettings, + ec: ExecutionContext, + scheduler: Scheduler + ): Future[T] = { + inputsAndMessagesToTryInOrder match { + case Nil => + val lastExceptionMessage = lastException.map(_.getMessage).getOrElse("N/A") + Future.failed( + new OpenAIScalaClientException( + s"No more failover inputs to try! Last error: ${lastExceptionMessage}" + ) + ) + + case _ => + val (input, inputLogMessage) = inputsAndMessagesToTryInOrder.head + + f(input) + .retryOnFailure( + failureMessage.map(message => s"${inputLogMessage} - ${message}"), + log, + isRetryable + ) + .recoverWith { case e: Throwable => + val errorMessage = failureMessage + .map(message => s"${inputLogMessage} - ${message} after retries!") + .getOrElse( + s"${inputLogMessage} failed after retries!" + ) + + logger.error( + s"$errorMessage Initiating failover to ${inputsAndMessagesToTryInOrder.tail.map(_._2).headOption.getOrElse("N/A")}.", + e + ) + + retryOnFailureOrFailoverAux( + Some(e), + inputsAndMessagesToTryInOrder.tail, + failureMessage, + log, + isRetryable + ) + } + } + } + } } From 26562d69f3869d0fee42840afc76555cc5e66a6c Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 11 Oct 2024 18:32:10 +0200 Subject: [PATCH 045/404] Extra chat completion services - createChatCompletionWithFailover and createChatCompletionWithJSON --- .../service/OpenAIChatCompletionExtra.scala | 204 ++++++++++++++++++ 1 file changed, 204 insertions(+) create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala new file mode 100644 index 00000000..64301e22 --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -0,0 +1,204 @@ +package io.cequence.openaiscala.service + +import akka.actor.Scheduler +import io.cequence.openaiscala.JsonFormats.eitherJsonSchemaFormat +import io.cequence.openaiscala.RetryHelpers.RetrySettings +import io.cequence.openaiscala.{RetryHelpers, Retryable} +import io.cequence.openaiscala.domain.response.ChatCompletionResponse +import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, CreateChatCompletionSettings} +import io.cequence.openaiscala.domain.{BaseMessage, ChatRole, ModelId, UserMessage} +import org.slf4j.{Logger, LoggerFactory} +import play.api.libs.json.{Format, Json} + +import scala.concurrent.{ExecutionContext, Future} + +object OpenAIChatCompletionExtra { + + protected val logger: Logger = LoggerFactory.getLogger(this.getClass) + + private val defaultMaxRetries = 5 + + implicit class OpenAIChatCompletionImplicits( + openAIChatCompletionService: OpenAIChatCompletionService + ) extends RetryHelpers { + + def createChatCompletionWithFailover( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings, + failoverModels: Seq[String], + maxRetries: Option[Int] = Some(defaultMaxRetries), + retryOnAnyError: Boolean = false, + failureMessage: String + )( + implicit ec: ExecutionContext, + scheduler: Scheduler + ): Future[ChatCompletionResponse] = { + val failoverSettings = failoverModels.map(model => settings.copy(model = model)) + val allSettingsInOrder = Seq(settings) ++ failoverSettings + + implicit val retrySettings: RetrySettings = + RetrySettings(maxRetries = maxRetries.getOrElse(0)) + + (openAIChatCompletionService + .createChatCompletion(messages, _)) + .retryOnFailureOrFailover( + // model is used only for logging + normalAndFailoverInputsAndMessages = + allSettingsInOrder.map(settings => (settings, settings.model)), + failureMessage = Some(failureMessage), + log = Some(logger.warn), + isRetryable = isRetryable(retryOnAnyError) + ) + } + + def createChatCompletionWithJSON[T: Format]( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings, + taskNameForLogging: Option[String] = None, + maxRetries: Option[Int] = Some(5), + retryOnAnyError: Boolean = false + )( + implicit ec: ExecutionContext, + scheduler: Scheduler + ): Future[T] = { + val start = new java.util.Date() + + val taskNameForLoggingFinal = taskNameForLogging.getOrElse("JSON-based chat-completion") + + val (messagesFinal, settingsFinal) = if (settings.jsonSchema.isDefined) { + handleOutputJsonSchema( + messages, + settings, + taskNameForLoggingFinal + ) + } else { + (messages, settings) + } + + val callFuture = openAIChatCompletionService + .createChatCompletion( + messagesFinal, + settingsFinal + ) + .map { response => + val content = response.choices.head.message.content + val contentTrimmed = content.stripPrefix("```json").stripSuffix("```").trim + val contentJson = contentTrimmed.dropWhile(_ != '{') + val json = Json.parse(contentJson) + + logger.debug( + s"${taskNameForLoggingFinal.capitalize} finished in " + (new java.util.Date().getTime - start.getTime) + " ms." + ) + + json.as[T] + } + + maxRetries.map { maxRetries => + implicit val retrySettings: RetrySettings = RetrySettings(maxRetries = maxRetries) + + callFuture.retryOnFailure( + failureMessage = Some(s"${taskNameForLoggingFinal.capitalize} failed."), + log = Some(logger.warn), + isRetryable = isRetryable(retryOnAnyError) + ) + }.getOrElse( + callFuture + ) + } + + private def isRetryable( + retryOnAnyError: Boolean + ): Throwable => Boolean = + if (retryOnAnyError) { _ => + true + } else { + case Retryable(_) => true + case _ => false + } + } + + private val defaultJsonSchemaModels = Seq( + "openai-" + ModelId.gpt_4o_2024_08_06, + ModelId.gpt_4o_2024_08_06 + ) + + private def handleOutputJsonSchema( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings, + taskNameForLogging: String, + jsonSchemaModels: Seq[String] = defaultJsonSchemaModels + ) = { + val jsonSchemaDef = settings.jsonSchema.getOrElse( + throw new IllegalArgumentException("JSON schema is not defined but expected.") + ) + val jsonSchemaJson = Json.toJson(jsonSchemaDef.structure) + val jsonSchemaString = Json.prettyPrint(jsonSchemaJson) + + val (settingsFinal, addJsonToPrompt) = + if (jsonSchemaModels.contains(settings.model)) { + logger.debug( + s"Using OpenAI json schema mode for ${taskNameForLogging} and the model '${settings.model}' - name: ${jsonSchemaDef.name}, strict: ${jsonSchemaDef.strict}, structure:\n${jsonSchemaString}" + ) + + ( + settings.copy( + response_format_type = Some(ChatCompletionResponseFormatType.json_schema), + ), + false + ) + } else { + // otherwise we failover to json object format and pass json schema to the user prompt + + logger.debug( + s"Using JSON object mode for ${taskNameForLogging} and the model '${settings.model}'. Also passing a JSON schema as part of a user prompt." + ) + + ( + settings.copy( + response_format_type = Some(ChatCompletionResponseFormatType.json_object), + jsonSchema = None + ), + true + ) + } + + val messagesFinal = if (addJsonToPrompt) { + if (messages.nonEmpty && messages.last.role == ChatRole.User) { + val outputJSONFormatAppendix = + s""" + | + | + |${jsonSchemaString} + |""".stripMargin + + val newUserMessage = messages.last match { + case x: UserMessage => + x.copy( + content = x.content + outputJSONFormatAppendix + ) + case _ => throw new IllegalArgumentException("Invalid message type") + } + + logger.debug(s"Appended a JSON schema to a message:\n${newUserMessage.content}") + + messages.dropRight(1) :+ newUserMessage + } else { + val outputJSONFormatAppendix = + s""" + |${jsonSchemaString} + |""".stripMargin + + logger.debug( + s"Appended a JSON schema to an empty message:\n${outputJSONFormatAppendix}" + ) + + // need to create a new user message + messages :+ UserMessage(outputJSONFormatAppendix) + } + } else { + messages + } + + (messagesFinal, settingsFinal) + } +} From bfacb00a48088ff696a5460f4dcb3837a0912145 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 11 Oct 2024 18:40:56 +0200 Subject: [PATCH 046/404] Formatting --- .../openaiscala/service/OpenAIChatCompletionExtra.scala | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 64301e22..5c31e570 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -5,7 +5,10 @@ import io.cequence.openaiscala.JsonFormats.eitherJsonSchemaFormat import io.cequence.openaiscala.RetryHelpers.RetrySettings import io.cequence.openaiscala.{RetryHelpers, Retryable} import io.cequence.openaiscala.domain.response.ChatCompletionResponse -import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, CreateChatCompletionSettings} +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings +} import io.cequence.openaiscala.domain.{BaseMessage, ChatRole, ModelId, UserMessage} import org.slf4j.{Logger, LoggerFactory} import play.api.libs.json.{Format, Json} @@ -142,7 +145,7 @@ object OpenAIChatCompletionExtra { ( settings.copy( - response_format_type = Some(ChatCompletionResponseFormatType.json_schema), + response_format_type = Some(ChatCompletionResponseFormatType.json_schema) ), false ) From 930645d552df672fa5d2524d8dcc2e65a1f4eadc Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 11 Oct 2024 20:06:06 +0200 Subject: [PATCH 047/404] Version 1.1.1.RC.2 --- build.sbt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/build.sbt b/build.sbt index 8ebb7ddf..0d646aba 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.0" +ThisBuild / version := "1.1.1.RC.2" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( From dc24f73584efff37755c191d0e5f5b1b516ef4ba Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 17 Oct 2024 12:47:30 +0200 Subject: [PATCH 048/404] Gemini models updated --- .../io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 3d9ca8f0..ce9bed28 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -140,8 +140,14 @@ object NonOpenAIModelId { val gemini_flash_experimental = "gemini-flash-experimental" val gemini_pro_experimental = "gemini-pro-experimental" val gemini_experimental = "gemini-experimental" - val gemini_1_5_flash_001 = "gemini-1.5-flash-001" + val gemini_1_5_pro_latest = "gemini-1.5-pro-latest" + val gemini_1_5_pro_002 = "gemini-1.5-pro-002" val gemini_1_5_pro_001 = "gemini-1.5-pro-001" + val gemini_1_5_flash_latest = "gemini-1.5-flash-latest" + val gemini_1_5_flash_002 = "gemini-1.5-flash-002" + val gemini_1_5_flash_001 = "gemini-1.5-flash-001" + val gemini_1_5_flash_8b_latest = "gemini-1.5-flash-8b-latest" + val gemini_1_5_flash_8b_001 = "gemini-1.5-flash-8b-001" val gemini_1_0_pro_001 = "gemini-1.0-pro-001" val gemini_1_0_pro_vision_001 = "gemini-1.0-pro-vision-001" val text_embedding_004 = "text-embedding-004" From 02c8f0dad643236cd76e1d5be16fc49651672856 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 22 Oct 2024 14:12:33 +0200 Subject: [PATCH 049/404] Parallel take first adapter --- .../ChatCompletionServiceAdapter.scala | 1 - .../service/adapter/MultiServiceAdapter.scala | 2 +- .../adapter/OpenAIServiceAdapters.scala | 7 ++++ .../adapter/ParallelTakeFirstAdapter.scala | 33 +++++++++++++++++++ 4 files changed, 41 insertions(+), 2 deletions(-) create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ParallelTakeFirstAdapter.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionServiceAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionServiceAdapter.scala index 1b606b5c..4a77c54b 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionServiceAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionServiceAdapter.scala @@ -31,5 +31,4 @@ private class ChatCompletionServiceAdapter[S <: CloseableService]( chatCompletionService.close() underlying.close() } - } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala index 12810be2..c8c57c48 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala @@ -36,4 +36,4 @@ private class RandomOrderAdapter[+S <: CloseableService]( val underlyings: Seq[S] ) extends MultiServiceAdapter[S] { protected def calcIndex: Int = Random.nextInt(count) -} +} \ No newline at end of file diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala index 5d5dcbe5..be3b455a 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala @@ -1,6 +1,7 @@ package io.cequence.openaiscala.service.adapter import akka.actor.Scheduler +import akka.stream.Materializer import io.cequence.openaiscala.RetryHelpers.RetrySettings import io.cequence.openaiscala.domain.BaseMessage import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings @@ -34,6 +35,12 @@ trait OpenAIServiceAdapters[S <: CloseableService] { ): S = wrapAndDelegate(new RandomOrderAdapter(underlyings)) + def parallelTakeFirst( + underlyings: S*)( + implicit materializer: Materializer + ): S = + wrapAndDelegate(new ParallelTakeFirstAdapter(underlyings)) + def retry( underlying: S, log: Option[String => Unit] = None diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ParallelTakeFirstAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ParallelTakeFirstAdapter.scala new file mode 100644 index 00000000..01406f16 --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ParallelTakeFirstAdapter.scala @@ -0,0 +1,33 @@ +package io.cequence.openaiscala.service.adapter + +import akka.stream.Materializer +import akka.stream.scaladsl.{Sink, Source} +import io.cequence.wsclient.service.CloseableService +import org.slf4j.LoggerFactory + +import scala.concurrent.Future + +private class ParallelTakeFirstAdapter[+S <: CloseableService]( + underlyings: Seq[S] +)( + implicit materializer: Materializer +) extends ServiceWrapper[S] + with CloseableService { + + private val logger = LoggerFactory.getLogger(getClass) + + override protected[adapter] def wrap[T]( + fun: S => Future[T] + ): Future[T] = { + logger.debug(s"Running parallel/redundant processing with ${underlyings.size} services.") + + val sources = Source + .fromIterator(() => underlyings.toIterator) + .mapAsyncUnordered(underlyings.size)(fun) + + sources.runWith(Sink.head) + } + + override def close(): Unit = + underlyings.foreach(_.close()) +} From b163bbe616ca3c178f6a71213ddfbb8bbba6a2f1 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 22 Oct 2024 14:27:31 +0200 Subject: [PATCH 050/404] Grok provider registered, grok-beta model and new examples added --- .../openaiscala/domain/NonOpenAIModelId.scala | 5 +++ .../service/ChatProviderSettings.scala | 1 + .../service/adapter/MultiServiceAdapter.scala | 2 +- .../adapter/OpenAIServiceAdapters.scala | 3 +- .../nonopenai/ChatCompletionProvider.scala | 8 ++++ .../nonopenai/GrokCreateChatCompletion.scala | 35 ++++++++++++++++ .../GrokCreateChatCompletionStreamed.scala | 40 +++++++++++++++++++ ...reateChatCompletionWithOpenAIAdapter.scala | 2 +- 8 files changed, 93 insertions(+), 3 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletion.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionStreamed.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index ce9bed28..8d95d123 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -195,4 +195,9 @@ object NonOpenAIModelId { val stripedhyena_nous_7b = "togethercomputer/StripedHyena-Nous-7B" // Together AI val alpaca_7b = "togethercomputer/alpaca-7b" // Together AI val solar_10_7b_instruct_v1_0 = "upstage/SOLAR-10.7B-Instruct-v1.0" // Together AI + + // Grok + + // context 131072 + val grok_beta = "grok-beta" } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala index 52d448e5..dbdd183e 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala @@ -12,4 +12,5 @@ object ChatProviderSettings { val octoML = ProviderSettings("https://text.octoai.run/v1/", "OCTOAI_TOKEN") val togetherAI = ProviderSettings("https://api.together.xyz/v1/", "TOGETHERAI_API_KEY") + val grok = ProviderSettings("https://api.x.ai/v1/", "GROK_API_KEY") } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala index c8c57c48..12810be2 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala @@ -36,4 +36,4 @@ private class RandomOrderAdapter[+S <: CloseableService]( val underlyings: Seq[S] ) extends MultiServiceAdapter[S] { protected def calcIndex: Int = Random.nextInt(count) -} \ No newline at end of file +} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala index be3b455a..2f468408 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala @@ -36,7 +36,8 @@ trait OpenAIServiceAdapters[S <: CloseableService] { wrapAndDelegate(new RandomOrderAdapter(underlyings)) def parallelTakeFirst( - underlyings: S*)( + underlyings: S* + )( implicit materializer: Materializer ): S = wrapAndDelegate(new ParallelTakeFirstAdapter(underlyings)) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala index bcc127b5..254c6eef 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala @@ -63,6 +63,14 @@ object ChatCompletionProvider { m: Materializer ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.togetherAI) + /** + * Requires `GROK_API_KEY` + */ + def grok( + implicit ec: ExecutionContext, + m: Materializer + ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.grok) + /** * Requires `VERTEXAI_API_KEY` and "VERTEXAI_LOCATION" */ diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletion.scala new file mode 100644 index 00000000..7fca3657 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletion.scala @@ -0,0 +1,35 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +/** + * Requires `GROK_API_KEY` environment variable to be set. + */ +object GrokCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { + + override val service: OpenAIChatCompletionService = ChatCompletionProvider.grok + + private val messages = Seq( + SystemMessage("You are a helpful assistant."), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.grok_beta + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + temperature = Some(0.1), + max_tokens = Some(1024) + ) + ) + .map(printMessageContent) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionStreamed.scala new file mode 100644 index 00000000..e8b9b6ec --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionStreamed.scala @@ -0,0 +1,40 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionStreamedServiceExtra + +import scala.concurrent.Future + +// requires `openai-scala-client-stream` as a dependency and `GROK_API_KEY` environment variable to be set +object GrokCreateChatCompletionStreamed + extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { + + override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.grok + + private val messages = Seq( + SystemMessage("You are a helpful assistant."), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.grok_beta + + override protected def run: Future[_] = + service + .createChatCompletionStreamed( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + temperature = Some(0.01), + max_tokens = Some(512) + ) + ) + .runWith( + Sink.foreach { completion => + val content = completion.choices.headOption.flatMap(_.delta.content) + print(content.getOrElse("")) + } + ) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala index 0bafc025..008217c7 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala @@ -13,7 +13,7 @@ object VertexAICreateChatCompletionWithOpenAIAdapter override val service: OpenAIChatCompletionService = ChatCompletionProvider.vertexAI - private val model = NonOpenAIModelId.gemini_1_5_pro_001 + private val model = NonOpenAIModelId.gemini_1_5_pro_002 private val messages = Seq( SystemMessage("You are a helpful assistant who makes jokes about Google."), From 210406aab4083c88faf907fd88c6e9c25009a56e Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 22 Oct 2024 19:15:51 +0200 Subject: [PATCH 051/404] New Claude 3.5 Sonnet model --- .../scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 1 + .../AnthropicCreateChatCompletionWithOpenAIAdapter.scala | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 8d95d123..6e995eaa 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -4,6 +4,7 @@ package io.cequence.openaiscala.domain object NonOpenAIModelId { // Anthropic + val claude_3_5_sonnet_20241022 = "claude-3-5-sonnet-20241022" val claude_3_5_sonnet_20240620 = "claude-3-5-sonnet-20240620" val claude_3_opus_20240229 = "claude-3-opus-20240229" val claude_3_sonnet_20240229 = "claude-3-sonnet-20240229" diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala index 4f7d8132..3538b09e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala @@ -22,7 +22,7 @@ object AnthropicCreateChatCompletionWithOpenAIAdapter service .createChatCompletion( messages = messages, - settings = CreateChatCompletionSettings(NonOpenAIModelId.claude_3_5_sonnet_20240620) + settings = CreateChatCompletionSettings(NonOpenAIModelId.claude_3_5_sonnet_20241022) ) .map { content => println(content.choices.headOption.map(_.message.content).getOrElse("N/A")) From d964a0be194e075cb1e67208b057da86325a16ff Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 23 Oct 2024 11:31:03 +0200 Subject: [PATCH 052/404] Response type handling for O1 models --- .../ChatCompletionSettingsConversions.scala | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala index 7e6ae792..ebfdf350 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -1,6 +1,10 @@ package io.cequence.openaiscala.service.adapter -import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.response.ResponseFormat +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings +} import org.slf4j.LoggerFactory object ChatCompletionSettingsConversions { @@ -76,6 +80,16 @@ object ChatCompletionSettingsConversions { "O1 models don't support frequency penalty values other than the default of 0, converting to 0." ), warning = true + ), + // frequency_penalty + FieldConversionDef( + settings => + settings.response_format_type.isDefined && settings.response_format_type.get != ChatCompletionResponseFormatType.text, + _.copy(response_format_type = None), + Some( + "O1 models don't support json object/schema response format, converting to None." + ), + warning = true ) ) From e9a9ef9a7fa93626f3e016b99146de14b98620d0 Mon Sep 17 00:00:00 2001 From: peterbanda Date: Wed, 23 Oct 2024 21:30:27 +0200 Subject: [PATCH 053/404] ws client bump --- project/Dependencies.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/project/Dependencies.scala b/project/Dependencies.scala index 21aa84d8..feb18501 100644 --- a/project/Dependencies.scala +++ b/project/Dependencies.scala @@ -1,7 +1,7 @@ object Dependencies { object Versions { - val wsClient = "0.6.1" + val wsClient = "0.6.2" val scalaMock = "6.0.0" } } From f6d2c1e6c3a4079c17ee8571b32fa9df9361dfd7 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 24 Oct 2024 08:08:20 +0200 Subject: [PATCH 054/404] ChatCompletionBodyMaker refactoring - dependence on WSClient removed --- .../service/impl/OpenAIChatCompletionServiceImpl.scala | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala index 2c4b39bf..06b81cb1 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala @@ -48,8 +48,6 @@ private[service] trait OpenAIChatCompletionServiceImpl trait ChatCompletionBodyMaker { - this: WSClient => - private val o1Models = Set( ModelId.o1_preview, ModelId.o1_preview_2024_09_12, @@ -80,7 +78,7 @@ trait ChatCompletionBodyMaker { else settings - jsonBodyParams( + JsonUtil.jsonBodyParams( Param.messages -> Some(messageJsons), Param.model -> Some(settingsFinal.model), Param.temperature -> settingsFinal.temperature, From f255f6b818307b4a5b476b0ff389ef801cf91f2a Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 24 Oct 2024 08:09:42 +0200 Subject: [PATCH 055/404] OpenAIChatCompletionExtra - support for failover models added to createChatCompletionWithJSON --- build.sbt | 2 +- .../service/OpenAIChatCompletionExtra.scala | 31 +++++++------------ 2 files changed, 13 insertions(+), 20 deletions(-) diff --git a/build.sbt b/build.sbt index 0d646aba..04e2233f 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.1.RC.2" +ThisBuild / version := "1.1.1.RC.8" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 5c31e570..16fbf335 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -57,9 +57,10 @@ object OpenAIChatCompletionExtra { def createChatCompletionWithJSON[T: Format]( messages: Seq[BaseMessage], settings: CreateChatCompletionSettings, - taskNameForLogging: Option[String] = None, - maxRetries: Option[Int] = Some(5), - retryOnAnyError: Boolean = false + failoverModels: Seq[String], + maxRetries: Option[Int] = Some(defaultMaxRetries), + retryOnAnyError: Boolean = false, + taskNameForLogging: Option[String] = None )( implicit ec: ExecutionContext, scheduler: Scheduler @@ -78,10 +79,14 @@ object OpenAIChatCompletionExtra { (messages, settings) } - val callFuture = openAIChatCompletionService - .createChatCompletion( + openAIChatCompletionService + .createChatCompletionWithFailover( messagesFinal, - settingsFinal + settingsFinal, + failoverModels, + maxRetries, + retryOnAnyError, + failureMessage = s"${taskNameForLoggingFinal.capitalize} failed." ) .map { response => val content = response.choices.head.message.content @@ -95,18 +100,6 @@ object OpenAIChatCompletionExtra { json.as[T] } - - maxRetries.map { maxRetries => - implicit val retrySettings: RetrySettings = RetrySettings(maxRetries = maxRetries) - - callFuture.retryOnFailure( - failureMessage = Some(s"${taskNameForLoggingFinal.capitalize} failed."), - log = Some(logger.warn), - isRetryable = isRetryable(retryOnAnyError) - ) - }.getOrElse( - callFuture - ) } private def isRetryable( @@ -125,7 +118,7 @@ object OpenAIChatCompletionExtra { ModelId.gpt_4o_2024_08_06 ) - private def handleOutputJsonSchema( + def handleOutputJsonSchema( messages: Seq[BaseMessage], settings: CreateChatCompletionSettings, taskNameForLogging: String, From 3ffa6fb05c1f740fa0218bcbc6f2f2eec67a5e29 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 24 Oct 2024 08:11:37 +0200 Subject: [PATCH 056/404] PollingHelper removed --- .../CreateRunWithCodeInterpretation.scala | 1 + .../openaiscala/examples/PollingHelper.scala | 24 ------------------- .../scenario/CreateThreadAndRunScenario.scala | 3 ++- 3 files changed, 3 insertions(+), 25 deletions(-) delete mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/PollingHelper.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala index 37a0350d..ceb455c0 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala @@ -3,6 +3,7 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.AssistantTool.CodeInterpreterTool import io.cequence.openaiscala.domain.settings.CreateRunSettings +import io.cequence.wsclient.service.PollingHelper import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/PollingHelper.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/PollingHelper.scala deleted file mode 100644 index fe95f6e9..00000000 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/PollingHelper.scala +++ /dev/null @@ -1,24 +0,0 @@ -package io.cequence.openaiscala.examples - -import scala.concurrent.{ExecutionContext, Future} - -trait PollingHelper { - - protected val pollingMs = 200 - - protected def pollUntilDone[T]( - isDone: T => Boolean - )( - call: => Future[T] - )( - implicit ec: ExecutionContext - ): Future[T] = - call.flatMap(result => - if (isDone(result)) { - Future(result) - } else { - java.lang.Thread.sleep(pollingMs) // TODO: use scheduler - pollUntilDone(isDone)(call) - } - ) -} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala index 5086ac11..2ddf7803 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala @@ -3,7 +3,8 @@ package io.cequence.openaiscala.examples.scenario import io.cequence.openaiscala.domain.AssistantTool.FileSearchTool import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.FileUploadPurpose -import io.cequence.openaiscala.examples.{Example, PollingHelper} +import io.cequence.openaiscala.examples.Example +import io.cequence.wsclient.service.PollingHelper import java.io.File import scala.concurrent.Future From fc227850e1ef771f6275db6aad86900451151201 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Tue, 5 Nov 2024 11:04:43 +0100 Subject: [PATCH 057/404] batch status methods --- .../scala/io/cequence/openaiscala/domain/Batch.scala | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/Batch.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/Batch.scala index efadf282..b35c2fbf 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/Batch.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/Batch.scala @@ -86,7 +86,17 @@ object Batch { cancelled_at: Option[Long], request_counts: Map[String, Int], metadata: Option[Map[String, String]] - ) + ) { + def isRunning = + List("in_progress", "validating", "finalizing", "cancelling").contains(status) + + // "failed", "completed", "expired", "cancelled" + def isFinished = !isRunning + + def isSuccess = status == "completed" + + def isFailedOrCancelledOrExpired = isFinished && !isSuccess + } case class BatchProcessingErrors( `object`: String, From f8629a8e80d13fb65fdbbaacfd34a674ab9b244d Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Wed, 6 Nov 2024 15:18:50 +0100 Subject: [PATCH 058/404] Run isFinished --- build.sbt | 2 +- .../scala/io/cequence/openaiscala/JsonFormats.scala | 2 +- .../scala/io/cequence/openaiscala/domain/Run.scala | 4 +++- .../io/cequence/openaiscala/examples/CreateBatch.scala | 6 ++---- .../openaiscala/examples/CreateChatCompletion.scala | 5 +---- .../examples/CreateRunWithCodeInterpretation.scala | 6 ++---- .../cequence/openaiscala/examples/RetrieveBatch.scala | 4 +--- .../openaiscala/examples/RetrieveBatchResponses.scala | 3 +-- .../cequence/openaiscala/examples/RetrieveFile.scala | 2 +- .../openaiscala/examples/fixtures/TestFixtures.scala | 2 +- .../examples/scenario/CreateThreadAndRunScenario.scala | 10 +++------- 11 files changed, 17 insertions(+), 29 deletions(-) diff --git a/build.sbt b/build.sbt index 04e2233f..56f1a26e 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.1.RC.8" +ThisBuild / version := "1.1.1.RC.9" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index ce868d7f..07b0fb79 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -1166,7 +1166,7 @@ object JsonFormats { case c: JsonSchema.Boolean => Json.toJson(c).as[JsObject] - case c: JsonSchema.Null => + case _: JsonSchema.Null => Json.obj() case c: JsonSchema.Object => diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/Run.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/Run.scala index 687d86cc..9d530e1a 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/Run.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/Run.scala @@ -74,7 +74,9 @@ case class Run( usage: Option[UsageInfo] // tool_choice: Either[String, Any], // Replace Any with the actual type when available // response_format: Either[String, Any] // Replace Any with the actual type when available -) +) { + def isFinished: Boolean = RunStatus.finishedStates.contains(status) +} object Run { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateBatch.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateBatch.scala index aa552286..d0b194fc 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateBatch.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateBatch.scala @@ -8,13 +8,11 @@ object CreateBatch extends Example { override protected def run: Future[_] = for { assistant <- service.createBatch( -// inputFileId = "file-mjdvW9DTeWDXO2g6sks1kvuQ", -// inputFileId = "file-bRFkk72miUWa48tDrE9b2lnL", - inputFileId = "file-8v4jKZa0cviulgJLnEofCW1N", + inputFileId = "file-xyz", endpoint = BatchEndpoint.`/v1/chat/completions`, completionWindow = CompletionWindow.`24h`, metadata = Map( - "customer_id" -> "user_123456789", + "customer_id" -> "user_abc", "batch_description" -> "Nightly eval job" ) ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala index 65fb8e79..5dd88736 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala @@ -1,9 +1,6 @@ package io.cequence.openaiscala.examples -import io.cequence.openaiscala.domain.settings.{ - ChatCompletionResponseFormatType, - CreateChatCompletionSettings -} +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain._ import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala index ceb455c0..77801344 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala @@ -53,13 +53,11 @@ object CreateRunWithCodeInterpretation extends Example with PollingHelper { ) // poll until done - runNew <- pollUntilDone((run: Run) => RunStatus.finishedStates.contains(run.status)) { + runNew <- pollUntilDone((run: Run) => run.isFinished) { service .retrieveRun(thread.id, run.id) .map( - _.getOrElse( - throw new IllegalStateException(s"Run with id ${run.id} not found.") - ) + _.getOrElse(throw new IllegalStateException(s"Run with id ${run.id} not found.")) ) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatch.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatch.scala index 29a6a54f..dc095303 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatch.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatch.scala @@ -9,9 +9,7 @@ import scala.concurrent.Future object RetrieveBatch extends Example { override protected def run: Future[Option[Unit]] = -// service.retrieveBatch("batch_zb1dpz3HcFjOdo058gEg8iPn").map { maybeBatch => -// service.retrieveBatch("batch_wDuIbjt22f2vpjpn0ulU5xI1").map { maybeBatch => - service.retrieveBatch("batch_Ghy5a9EEXDLFqBcJqANpr17F").map { maybeBatch => + service.retrieveBatch("batch_xyz").map { maybeBatch => println(maybeBatch) maybeBatch.map { batch => diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatchResponses.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatchResponses.scala index 74eddc52..2a028334 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatchResponses.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatchResponses.scala @@ -6,8 +6,7 @@ object RetrieveBatchResponses extends Example { override protected def run: Future[_] = for { -// maybeBatchResponses <- service.retrieveBatchResponses("file-A9V1zO4XpjjqBke8Kdp78vMU") - maybeBatchResponses <- service.retrieveBatchResponses("batch_Ghy5a9EEXDLFqBcJqANpr17F") + maybeBatchResponses <- service.retrieveBatchResponses("batch_xyz") } yield { maybeBatchResponses match { case Some(batchResponses) => diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveFile.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveFile.scala index 3615b874..b8b3dde8 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveFile.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveFile.scala @@ -6,7 +6,7 @@ object RetrieveFile extends Example { override protected def run: Future[_] = for { - assistant <- service.retrieveFile("file-2bZn9Vu6WicoTMOAEGW92pml") + assistant <- service.retrieveFile("file-xyz") } yield { println(assistant) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/fixtures/TestFixtures.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/fixtures/TestFixtures.scala index 445573d4..77db3e02 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/fixtures/TestFixtures.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/fixtures/TestFixtures.scala @@ -14,7 +14,7 @@ trait TestFixtures { val capitalsSchemaDef2 = capitalsSchemaDefAux(Right(capitalsSchema2)) - def capitalsSchemaDefAux(schema: Either[JsonSchema, Map[String, Any]]) = + def capitalsSchemaDefAux(schema: Either[JsonSchema, Map[String, Any]]): JsonSchemaDef = JsonSchemaDef( name = "capitals_response", strict = true, diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala index 2ddf7803..189cc636 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/scenario/CreateThreadAndRunScenario.scala @@ -56,20 +56,16 @@ object CreateThreadAndRunScenario extends Example with PollingHelper { stream = false ) - runNew <- pollUntilDone((run: Run) => RunStatus.finishedStates.contains(run.status)) { + runNew <- pollUntilDone((run: Run) => run.isFinished) { service .retrieveRun(run.thread_id, run.id) .map( - _.getOrElse( - throw new IllegalStateException(s"Run with id ${run.id} not found.") - ) + _.getOrElse(throw new IllegalStateException(s"Run with id ${run.id} not found.")) ) } - _ = println(s"Run status: ${runNew.status}") - // get the messages - threadMessages <- service.listThreadMessages(run.thread_id) + threadMessages <- service.listThreadMessages(runNew.thread_id) } yield { println(s"File created: ${fileInfo.id}") From d4a933c1149c607cd412c9e29d4dfc943041796a Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Wed, 6 Nov 2024 15:20:37 +0100 Subject: [PATCH 059/404] gitignore with bloop, bsp, metals, and vscode --- .gitignore | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/.gitignore b/.gitignore index 4609762f..356bc371 100644 --- a/.gitignore +++ b/.gitignore @@ -5,3 +5,7 @@ target /.idea_modules /.classpath /.project +**/.bloop +/.bsp +/.metals +/.vscode From 29e403e4268fbaeff267ce6c4317baddf9b0c087 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Thu, 7 Nov 2024 14:32:25 +0100 Subject: [PATCH 060/404] https://portal.app.cequence.io/#/projects/3654 WIP --- .../openaiscala/anthropic/JsonFormats.scala | 104 +++++++++++------- .../anthropic/domain/Content.scala | 19 +++- .../anthropic/domain/Message.scala | 4 +- .../anthropic/service/impl/package.scala | 5 +- .../CreateChatCompletionSettings.scala | 2 +- 5 files changed, 89 insertions(+), 45 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index f25f839c..c53e4885 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -19,7 +19,7 @@ import io.cequence.openaiscala.anthropic.domain.response.{ CreateMessageResponse, DeltaText } -import io.cequence.openaiscala.anthropic.domain.{ChatRole, Content, Message} +import io.cequence.openaiscala.anthropic.domain.{CacheControl, ChatRole, Content, Message} import io.cequence.wsclient.JsonUtil import play.api.libs.functional.syntax._ import play.api.libs.json._ @@ -44,11 +44,11 @@ trait JsonFormats { implicit lazy val contentBlocksFormat: Format[ContentBlocks] = Json.format[ContentBlocks] - // implicit val textBlockWrites: Writes[TextBlock] = Json.writes[TextBlock] - implicit val textBlockReads: Reads[TextBlock] = Json.reads[TextBlock] + // implicit lazy val textBlockWrites: Writes[TextBlock] = Json.writes[TextBlock] + implicit lazy val textBlockReads: Reads[TextBlock] = Json.reads[TextBlock] - implicit val textBlockWrites: Writes[TextBlock] = Json.writes[TextBlock] - implicit val imageBlockWrites: Writes[ImageBlock] = + implicit lazy val textBlockWrites: Writes[TextBlock] = Json.writes[TextBlock] + implicit lazy val imageBlockWrites: Writes[ImageBlock] = (block: ImageBlock) => Json.obj( "type" -> "image", @@ -59,16 +59,22 @@ trait JsonFormats { ) ) - implicit val contentBlockWrites: Writes[ContentBlock] = { + implicit lazy val contentBlockWrites: Writes[ContentBlock] = { case tb: TextBlock => Json.obj("type" -> "text") ++ Json.toJson(tb)(textBlockWrites).as[JsObject] case ib: ImageBlock => Json.toJson(ib)(imageBlockWrites) } - implicit val contentBlockReads: Reads[ContentBlock] = + implicit lazy val contentBlockReads: Reads[ContentBlock] = (json: JsValue) => { (json \ "type").validate[String].flatMap { - case "text" => (json \ "text").validate[String].map(TextBlock.apply) + case "text" => + ((json \ "text").validate[String] and + (json \ "cache_control").validateOpt[CacheControl]).tupled.flatMap { + case (text, cacheControl) => JsSuccess(TextBlock(text, cacheControl)) + case _ => JsError("Invalid text block") + } + case "image" => for { source <- (json \ "source").validate[JsObject] @@ -80,7 +86,18 @@ trait JsonFormats { } } - implicit val contentReads: Reads[Content] = new Reads[Content] { + // CacheControl Reads and Writes + implicit lazy val cacheControlReads: Reads[CacheControl] = Reads[CacheControl] { + case JsString("ephemeral") => JsSuccess(CacheControl.Ephemeral) + case JsNull | JsUndefined() => JsSuccess(null) + case _ => JsError("Invalid cache control") + } + + implicit lazy val cacheControlWrites: Writes[CacheControl] = Writes[CacheControl] { + case CacheControl.Ephemeral => JsString("ephemeral") + } + + implicit lazy val contentReads: Reads[Content] = new Reads[Content] { def reads(json: JsValue): JsResult[Content] = json match { case JsString(str) => JsSuccess(SingleString(str)) case JsArray(_) => Json.fromJson[Seq[ContentBlock]](json).map(ContentBlocks(_)) @@ -88,36 +105,46 @@ trait JsonFormats { } } - implicit val baseMessageWrites: Writes[Message] = new Writes[Message] { - def writes(message: Message): JsValue = message match { - case UserMessage(content) => Json.obj("role" -> "user", "content" -> content) - case UserMessageContent(content) => - Json.obj( - "role" -> "user", - "content" -> content.map(Json.toJson(_)(contentBlockWrites)) - ) - case AssistantMessage(content) => Json.obj("role" -> "assistant", "content" -> content) - case AssistantMessageContent(content) => - Json.obj( - "role" -> "assistant", - "content" -> content.map(Json.toJson(_)(contentBlockWrites)) - ) - // Add cases for other subclasses if necessary - } - } - - implicit val baseMessageReads: Reads[Message] = ( +// implicit lazy val baseMessageWrites: Writes[Message] = new Writes[Message] { +// def writes(message: Message): JsValue = message match { +// case UserMessage(content) => Json.obj("role" -> "user", "content" -> content) +// case UserMessageContent(content) => +// Json.obj( +// "role" -> "user", +// "content" -> content.map(Json.toJson(_)(contentBlockWrites)) +// ) +// case AssistantMessage(content) => Json.obj("role" -> "assistant", "content" -> content) +// case AssistantMessageContent(content) => +// Json.obj( +// "role" -> "assistant", +// "content" -> content.map(Json.toJson(_)(contentBlockWrites)) +// ) +// // Add cases for other subclasses if necessary +// } +// } + + implicit lazy val baseMessageReads: Reads[Message] = ( (__ \ "role").read[String] and - (__ \ "content").lazyRead(contentReads) + (__ \ "content").read[JsValue] and + (__ \ "cache_control").readNullable[CacheControl] ).tupled.flatMap { - case ("user", SingleString(text)) => Reads.pure(UserMessage(text)) - case ("user", ContentBlocks(blocks)) => Reads.pure(UserMessageContent(blocks)) - case ("assistant", SingleString(text)) => Reads.pure(AssistantMessage(text)) - case ("assistant", ContentBlocks(blocks)) => Reads.pure(AssistantMessageContent(blocks)) - case _ => Reads(_ => JsError("Unsupported role or content type")) + case ("user", JsString(str), cacheControl) => Reads.pure(UserMessage(str, cacheControl)) + case ("user", json @ JsArray(_), cacheControl) => { + val contentBlocks = Json.fromJson[Seq[ContentBlock]](json).map(ContentBlocks(_)) + + } + +// case ("user", SingleString(text), None) => Reads.pure(UserMessage(text)) +// case ("user", SingleString(text), Some(cacheControl)) => Reads.pure(UserMessage(text)) +// case ("user", ContentBlocks(blocks), None) => Reads.pure(UserMessageContent(blocks)) +// case ("user", ContentBlocks(blocks), Some(cacheControl)) => +// Reads.pure(UserMessageContent(blocks)) +// case ("assistant", SingleString(text)) => Reads.pure(AssistantMessage(text)) +// case ("assistant", ContentBlocks(blocks)) => Reads.pure(AssistantMessageContent(blocks)) +// case _ => Reads(_ => JsError("Unsupported role or content type")) } - implicit val createMessageResponseReads: Reads[CreateMessageResponse] = ( + implicit lazy val createMessageResponseReads: Reads[CreateMessageResponse] = ( (__ \ "id").read[String] and (__ \ "role").read[ChatRole] and (__ \ "content").read[Seq[ContentBlock]].map(ContentBlocks(_)) and @@ -127,9 +154,10 @@ trait JsonFormats { (__ \ "usage").read[UsageInfo] )(CreateMessageResponse.apply _) - implicit val createMessageChunkResponseReads: Reads[CreateMessageChunkResponse] = + implicit lazy val createMessageChunkResponseReads: Reads[CreateMessageChunkResponse] = Json.reads[CreateMessageChunkResponse] - implicit val deltaTextReads: Reads[DeltaText] = Json.reads[DeltaText] - implicit val contentBlockDeltaReads: Reads[ContentBlockDelta] = Json.reads[ContentBlockDelta] + implicit lazy val deltaTextReads: Reads[DeltaText] = Json.reads[DeltaText] + implicit lazy val contentBlockDeltaReads: Reads[ContentBlockDelta] = + Json.reads[ContentBlockDelta] } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala index f5da4e0a..a1378ef5 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala @@ -2,19 +2,34 @@ package io.cequence.openaiscala.anthropic.domain sealed trait Content +sealed trait CacheControl +object CacheControl { + case object Ephemeral extends CacheControl +} + +trait Cacheable { + def cacheControl: Option[CacheControl] +} + object Content { - case class SingleString(text: String) extends Content + case class SingleString(text: String, override val cacheControl: Option[CacheControl] = None) extends Content + with Cacheable case class ContentBlocks(blocks: Seq[ContentBlock]) extends Content sealed trait ContentBlock object ContentBlock { - case class TextBlock(text: String) extends ContentBlock + case class TextBlock(text: String, override val cacheControl: Option[CacheControl] = None) + extends ContentBlock + with Cacheable + case class ImageBlock( `type`: String, mediaType: String, data: String ) extends ContentBlock + + // TODO: check PDF } } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala index e104afaa..514b8849 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala @@ -13,8 +13,8 @@ sealed abstract class Message private ( object Message { - case class UserMessage(contentString: String) - extends Message(ChatRole.User, SingleString(contentString)) + case class UserMessage(contentString: String, cacheControl: Option[CacheControl] = None) + extends Message(ChatRole.User, SingleString(contentString, cacheControl)) case class UserMessageContent(contentBlocks: Seq[ContentBlock]) extends Message(ChatRole.User, ContentBlocks(contentBlocks)) case class AssistantMessage(contentString: String) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 3dd8fbbc..82413eb5 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -35,7 +35,8 @@ import java.{util => ju} package object impl extends AnthropicServiceConsts { - def toAnthropic(messages: Seq[OpenAIBaseMessage]): Seq[Message] = + def toAnthropic(messages: Seq[OpenAIBaseMessage]) + : Seq[Message] = // send settings, cache_system, cache_user, // cache_tools_definition // TODO: handle other message types (e.g. assistant) messages.collect { case OpenAIUserMessage(content, _) => Message.UserMessage(content) @@ -122,7 +123,7 @@ package object impl extends AnthropicServiceConsts { ) def toOpenAIAssistantMessage(content: ContentBlocks): AssistantMessage = { - val textContents = content.blocks.collect { case TextBlock(text) => text } + val textContents = content.blocks.collect { case TextBlock(text, None) => text } // TODO // TODO: log if there is more than one text content if (textContents.isEmpty) { throw new IllegalArgumentException("No text content found in the response") diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala index 9b5e42a8..9ea91315 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala @@ -74,7 +74,7 @@ case class CreateChatCompletionSettings( seed: Option[Int] = None, // ad-hoc parameters, not part of the OpenAI API, e.g. for other providers or experimental features - extra_params: Map[String, Any] = Map.empty, + extra_params: Map[String, Any] = Map.empty, // TODO: add // json schema to use if response format = json_schema jsonSchema: Option[JsonSchemaDef] = None From 959d4badd43c740338803ba89cba34719761f1ec Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 7 Nov 2024 15:08:13 +0100 Subject: [PATCH 061/404] Chat completion JSON/case-class example --- ...CreateChatCompletionJsonForCaseClass.scala | 66 ++++++++++--------- .../openaiscala/examples/Example.scala | 3 +- .../adapter/RetryAdapterExample.scala | 1 - 3 files changed, 36 insertions(+), 34 deletions(-) diff --git a/openai-examples/src/main/scala-2/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala b/openai-examples/src/main/scala-2/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala index 6eca24a9..b923a908 100644 --- a/openai-examples/src/main/scala-2/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala +++ b/openai-examples/src/main/scala-2/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala @@ -1,51 +1,53 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain._ -import io.cequence.openaiscala.domain.settings.JsonSchemaDef -import io.cequence.openaiscala.examples.fixtures.TestFixtures -import io.cequence.openaiscala.service.{JsonSchemaReflectionHelper, OpenAIServiceConsts} -import play.api.libs.json.Json +import io.cequence.openaiscala.domain.settings.{CreateChatCompletionSettings, JsonSchemaDef} +import io.cequence.openaiscala.service.JsonSchemaReflectionHelper +import play.api.libs.json.{Format, Json} +import io.cequence.openaiscala.service.OpenAIChatCompletionExtra._ import scala.concurrent.Future -// experimental -object CreateChatCompletionJsonForCaseClass - extends Example - with TestFixtures - with JsonSchemaReflectionHelper - with OpenAIServiceConsts { +// due to the reflection used in jsonSchemaFor, this example currently works only for Scala 2.12 and 2.13 +object CreateChatCompletionJsonForCaseClass extends Example with JsonSchemaReflectionHelper { - private val messages = Seq( - SystemMessage(capitalsPrompt), - UserMessage("List only african countries") - ) - - // Case class(es) - private case class CapitalsResponse( - countries: Seq[Country] - ) - - private case class Country( + // data model + case class Country( country: String, - capital: String + capital: String, + populationMil: Double ) + case class CapitalsResponse(capitals: Seq[Country]) - // json schema def - private val jsonSchemaDef: JsonSchemaDef = JsonSchemaDef( + // JSON format and schema + implicit val countryFormat: Format[Country] = Json.format[Country] + implicit val capitalsResponseFormat: Format[CapitalsResponse] = Json.format[CapitalsResponse] + + val jsonSchema: JsonSchemaDef = JsonSchemaDef( name = "capitals_response", strict = true, - // reflective json schema for case class - structure = jsonSchemaFor[CapitalsResponse]() + jsonSchemaFor[CapitalsResponse]() + ) + + // messages / prompts + val messages: Seq[BaseMessage] = Seq( + SystemMessage("You are an expert geographer"), + UserMessage("List the most populous African countries in the prescribed JSON format") ) - override protected def run: Future[_] = + override protected def run: Future[_] = { + // chat completion JSON run service - .createChatCompletion( - messages = messages, - settings = DefaultSettings.createJsonChatCompletion(jsonSchemaDef) + .createChatCompletionWithJSON[CapitalsResponse]( + messages, + settings = CreateChatCompletionSettings( + model = ModelId.gpt_4o_2024_08_06, + temperature = Some(0), + jsonSchema = Some(jsonSchema) + ) ) .map { response => - val json = Json.parse(messageContent(response)) - println(Json.prettyPrint(json)) + response.capitals.foreach(println) } + } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala index 6a5124b7..222fffb8 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala @@ -1,6 +1,6 @@ package io.cequence.openaiscala.examples -import akka.actor.ActorSystem +import akka.actor.{ActorSystem, Scheduler} import akka.stream.Materializer import io.cequence.openaiscala.domain.response.ChatCompletionResponse import io.cequence.openaiscala.service.{OpenAIService, OpenAIServiceFactory} @@ -16,6 +16,7 @@ trait ExampleBase[T <: CloseableService] { implicit val system: ActorSystem = ActorSystem() implicit val materializer: Materializer = Materializer(system) + implicit val scheduler: Scheduler = system.scheduler implicit val ec: ExecutionContext = ExecutionContext.Implicits.global protected val service: T diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala index a4de653a..e07072ad 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala @@ -18,7 +18,6 @@ object RetryAdapterExample extends ExampleBase[OpenAIService] { // implicit retry settings and scheduler private implicit val retrySettings: RetrySettings = RetrySettings(maxRetries = 4) - private implicit val scheduler: Scheduler = system.scheduler // regular OpenAI service private val regularService = OpenAIServiceFactory() From ec0f6b8dac19779de39b4ca6765194a7e1fed985 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 7 Nov 2024 15:08:35 +0100 Subject: [PATCH 062/404] Failover models optional --- .../openaiscala/service/OpenAIChatCompletionExtra.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 16fbf335..50094b4e 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -57,7 +57,7 @@ object OpenAIChatCompletionExtra { def createChatCompletionWithJSON[T: Format]( messages: Seq[BaseMessage], settings: CreateChatCompletionSettings, - failoverModels: Seq[String], + failoverModels: Seq[String] = Nil, maxRetries: Option[Int] = Some(defaultMaxRetries), retryOnAnyError: Boolean = false, taskNameForLogging: Option[String] = None From d9c039313ae34e26636e771f61b2154b3988cb0e Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 7 Nov 2024 15:21:02 +0100 Subject: [PATCH 063/404] Anthropic Haiku 3.5 added --- .../scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 1 + 1 file changed, 1 insertion(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 6e995eaa..5346b703 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -6,6 +6,7 @@ object NonOpenAIModelId { // Anthropic val claude_3_5_sonnet_20241022 = "claude-3-5-sonnet-20241022" val claude_3_5_sonnet_20240620 = "claude-3-5-sonnet-20240620" + val claude_3_5_haiku_20241022 = "claude-3-5-haiku-20241022" val claude_3_opus_20240229 = "claude-3-opus-20240229" val claude_3_sonnet_20240229 = "claude-3-sonnet-20240229" val claude_3_haiku_20240307 = "claude-3-haiku-20240307" From de9f099369df217923511084103aaa0764a1723b Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 7 Nov 2024 16:29:39 +0100 Subject: [PATCH 064/404] OpenAIChatCompletionExtra - parseJsonOrThrow --- .../service/OpenAIChatCompletionExtra.scala | 16 ++++++++++++++-- 1 file changed, 14 insertions(+), 2 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 50094b4e..ef615f8d 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -1,9 +1,10 @@ package io.cequence.openaiscala.service import akka.actor.Scheduler +import com.fasterxml.jackson.core.JsonParseException import io.cequence.openaiscala.JsonFormats.eitherJsonSchemaFormat import io.cequence.openaiscala.RetryHelpers.RetrySettings -import io.cequence.openaiscala.{RetryHelpers, Retryable} +import io.cequence.openaiscala.{OpenAIScalaClientException, RetryHelpers, Retryable} import io.cequence.openaiscala.domain.response.ChatCompletionResponse import io.cequence.openaiscala.domain.settings.{ ChatCompletionResponseFormatType, @@ -92,7 +93,7 @@ object OpenAIChatCompletionExtra { val content = response.choices.head.message.content val contentTrimmed = content.stripPrefix("```json").stripSuffix("```").trim val contentJson = contentTrimmed.dropWhile(_ != '{') - val json = Json.parse(contentJson) + val json = parseJsonOrThrow(contentJson) logger.debug( s"${taskNameForLoggingFinal.capitalize} finished in " + (new java.util.Date().getTime - start.getTime) + " ms." @@ -102,6 +103,17 @@ object OpenAIChatCompletionExtra { } } + private def parseJsonOrThrow( + jsonString: String + ) = try { + Json.parse(jsonString) + } catch { + case e: JsonParseException => + val message = "Failed to parse JSON response:\n" + jsonString + logger.error(message) + throw new OpenAIScalaClientException(message, e) + } + private def isRetryable( retryOnAnyError: Boolean ): Throwable => Boolean = From 2d15ea9a14d76b50562549f4fe754b4d8cd91ce4 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Thu, 7 Nov 2024 21:03:51 +0100 Subject: [PATCH 065/404] prompt caching model and serialization/deserialization --- .../openaiscala/anthropic/JsonFormats.scala | 83 ++++++++++++------- .../anthropic/domain/Message.scala | 15 +++- .../nonopenai/AnthropicCreateMessage.scala | 3 +- .../AnthropicCreateMessageWithImage.scala | 3 +- 4 files changed, 67 insertions(+), 37 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index c53e4885..61c31bbc 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -22,6 +22,7 @@ import io.cequence.openaiscala.anthropic.domain.response.{ import io.cequence.openaiscala.anthropic.domain.{CacheControl, ChatRole, Content, Message} import io.cequence.wsclient.JsonUtil import play.api.libs.functional.syntax._ +import play.api.libs.json.JsonNaming.SnakeCase import play.api.libs.json._ object JsonFormats extends JsonFormats @@ -45,9 +46,15 @@ trait JsonFormats { implicit lazy val contentBlocksFormat: Format[ContentBlocks] = Json.format[ContentBlocks] // implicit lazy val textBlockWrites: Writes[TextBlock] = Json.writes[TextBlock] - implicit lazy val textBlockReads: Reads[TextBlock] = Json.reads[TextBlock] + implicit lazy val textBlockReads: Reads[TextBlock] = { + implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) + Json.reads[TextBlock] + } - implicit lazy val textBlockWrites: Writes[TextBlock] = Json.writes[TextBlock] + implicit lazy val textBlockWrites: Writes[TextBlock] = { + implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) + Json.writes[TextBlock] + } implicit lazy val imageBlockWrites: Writes[ImageBlock] = (block: ImageBlock) => Json.obj( @@ -105,23 +112,30 @@ trait JsonFormats { } } -// implicit lazy val baseMessageWrites: Writes[Message] = new Writes[Message] { -// def writes(message: Message): JsValue = message match { -// case UserMessage(content) => Json.obj("role" -> "user", "content" -> content) -// case UserMessageContent(content) => -// Json.obj( -// "role" -> "user", -// "content" -> content.map(Json.toJson(_)(contentBlockWrites)) -// ) -// case AssistantMessage(content) => Json.obj("role" -> "assistant", "content" -> content) -// case AssistantMessageContent(content) => -// Json.obj( -// "role" -> "assistant", -// "content" -> content.map(Json.toJson(_)(contentBlockWrites)) -// ) -// // Add cases for other subclasses if necessary -// } -// } + implicit lazy val baseMessageWrites: Writes[Message] = new Writes[Message] { + def writes(message: Message): JsValue = message match { + case UserMessage(content, cacheControl) => + val baseObj = Json.obj("role" -> "user", "content" -> content) + cacheControl.fold(baseObj)(cc => baseObj + ("cache_control" -> Json.toJson(cc))) + + case UserMessageContent(content) => + Json.obj( + "role" -> "user", + "content" -> content.map(Json.toJson(_)(contentBlockWrites)) + ) + + case AssistantMessage(content, cacheControl) => + val baseObj = Json.obj("role" -> "assistant", "content" -> content) + cacheControl.fold(baseObj)(cc => baseObj + ("cache_control" -> Json.toJson(cc))) + + case AssistantMessageContent(content) => + Json.obj( + "role" -> "assistant", + "content" -> content.map(Json.toJson(_)(contentBlockWrites)) + ) + // Add cases for other subclasses if necessary + } + } implicit lazy val baseMessageReads: Reads[Message] = ( (__ \ "role").read[String] and @@ -129,19 +143,26 @@ trait JsonFormats { (__ \ "cache_control").readNullable[CacheControl] ).tupled.flatMap { case ("user", JsString(str), cacheControl) => Reads.pure(UserMessage(str, cacheControl)) - case ("user", json @ JsArray(_), cacheControl) => { - val contentBlocks = Json.fromJson[Seq[ContentBlock]](json).map(ContentBlocks(_)) - + case ("user", json @ JsArray(_), _) => { + Json.fromJson[Seq[ContentBlock]](json) match { + case JsSuccess(contentBlocks, _) => + Reads.pure(UserMessageContent(contentBlocks)) + case JsError(errors) => + Reads(_ => JsError(errors)) + } } - -// case ("user", SingleString(text), None) => Reads.pure(UserMessage(text)) -// case ("user", SingleString(text), Some(cacheControl)) => Reads.pure(UserMessage(text)) -// case ("user", ContentBlocks(blocks), None) => Reads.pure(UserMessageContent(blocks)) -// case ("user", ContentBlocks(blocks), Some(cacheControl)) => -// Reads.pure(UserMessageContent(blocks)) -// case ("assistant", SingleString(text)) => Reads.pure(AssistantMessage(text)) -// case ("assistant", ContentBlocks(blocks)) => Reads.pure(AssistantMessageContent(blocks)) -// case _ => Reads(_ => JsError("Unsupported role or content type")) + case ("assistant", JsString(str), cacheControl) => + Reads.pure(AssistantMessage(str, cacheControl)) + + case ("assistant", json @ JsArray(_), _) => { + Json.fromJson[Seq[ContentBlock]](json) match { + case JsSuccess(contentBlocks, _) => + Reads.pure(AssistantMessageContent(contentBlocks)) + case JsError(errors) => + Reads(_ => JsError(errors)) + } + } + case _ => Reads(_ => JsError("Unsupported role or content type")) } implicit lazy val createMessageResponseReads: Reads[CreateMessageResponse] = ( diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala index 514b8849..57e9e1c9 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala @@ -13,12 +13,19 @@ sealed abstract class Message private ( object Message { - case class UserMessage(contentString: String, cacheControl: Option[CacheControl] = None) - extends Message(ChatRole.User, SingleString(contentString, cacheControl)) + case class UserMessage( + contentString: String, + cacheControl: Option[CacheControl] = None + ) extends Message(ChatRole.User, SingleString(contentString, cacheControl)) + case class UserMessageContent(contentBlocks: Seq[ContentBlock]) extends Message(ChatRole.User, ContentBlocks(contentBlocks)) - case class AssistantMessage(contentString: String) - extends Message(ChatRole.Assistant, SingleString(contentString)) + + case class AssistantMessage( + contentString: String, + cacheControl: Option[CacheControl] = None + ) extends Message(ChatRole.Assistant, SingleString(contentString, cacheControl)) + case class AssistantMessageContent(contentBlocks: Seq[ContentBlock]) extends Message(ChatRole.Assistant, ContentBlocks(contentBlocks)) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala index f4d66067..50fafca6 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala @@ -30,7 +30,8 @@ object AnthropicCreateMessage extends ExampleBase[AnthropicService] { .map(printMessageContent) private def printMessageContent(response: CreateMessageResponse) = { - val text = response.content.blocks.collect { case TextBlock(text) => text }.mkString(" ") + val text = + response.content.blocks.collect { case TextBlock(text, _) => text }.mkString(" ") println(text) } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index 7e293af8..9c13b2ae 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -62,7 +62,8 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { } private def printMessageContent(response: CreateMessageResponse) = { - val text = response.content.blocks.collect { case TextBlock(text) => text }.mkString(" ") + val text = + response.content.blocks.collect { case TextBlock(text, _) => text }.mkString(" ") println(text) } } From fb2f54e92872ef7c9f0c9cb91cb22a36539bb907 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Fri, 8 Nov 2024 17:10:59 +0100 Subject: [PATCH 066/404] enable caching for Image content --- .../openaiscala/anthropic/JsonFormats.scala | 58 +++++++++---- .../anthropic/domain/Content.scala | 17 ++-- .../anthropic/domain/Message.scala | 5 +- ...OpenAIAnthropicChatCompletionService.scala | 4 +- .../anthropic/service/impl/package.scala | 85 +++++++++++++++---- .../anthropic/JsonFormatsSpec.scala | 19 ++++- .../CreateChatCompletionSettings.scala | 20 +++++ .../nonopenai/AnthropicCreateMessage.scala | 3 +- .../AnthropicCreateMessageWithImage.scala | 16 ++-- 9 files changed, 177 insertions(+), 50 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index 61c31bbc..0681f9d6 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -1,8 +1,10 @@ package io.cequence.openaiscala.anthropic +import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ImageBlock, TextBlock} import io.cequence.openaiscala.anthropic.domain.Content.{ ContentBlock, + ContentBlockBase, ContentBlocks, SingleString } @@ -43,6 +45,8 @@ trait JsonFormats { implicit lazy val textBlockFormat: Format[TextBlock] = Json.format[TextBlock] +// implicit lazy val contentBlockBaseFormat: Format[ContentBlockBase] = +// Json.format[ContentBlockBase] implicit lazy val contentBlocksFormat: Format[ContentBlocks] = Json.format[ContentBlocks] // implicit lazy val textBlockWrites: Writes[TextBlock] = Json.writes[TextBlock] @@ -55,8 +59,25 @@ trait JsonFormats { implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) Json.writes[TextBlock] } - implicit lazy val imageBlockWrites: Writes[ImageBlock] = - (block: ImageBlock) => +// implicit lazy val imageBlockWrites: Writes[ImageBlock] = +// (block: ImageBlock) => +// Json.obj( +// "type" -> "image", +// "source" -> Json.obj( +// "type" -> block.`type`, +// "media_type" -> block.mediaType, +// "data" -> block.data +// ) +// ) + + implicit lazy val contentBlockWrites: Writes[ContentBlockBase] = { + case ContentBlockBase(tb: TextBlock, None) => + Json.obj("type" -> "text") ++ Json.toJson(tb)(textBlockWrites).as[JsObject] + case ContentBlockBase(tb: TextBlock, Some(Ephemeral)) => + Json.obj("type" -> "text", "cache_control" -> "ephemeral") ++ Json + .toJson(tb)(textBlockWrites) + .as[JsObject] + case ContentBlockBase(block: ImageBlock, None) => Json.obj( "type" -> "image", "source" -> Json.obj( @@ -65,21 +86,27 @@ trait JsonFormats { "data" -> block.data ) ) - - implicit lazy val contentBlockWrites: Writes[ContentBlock] = { - case tb: TextBlock => - Json.obj("type" -> "text") ++ Json.toJson(tb)(textBlockWrites).as[JsObject] - case ib: ImageBlock => Json.toJson(ib)(imageBlockWrites) + case ContentBlockBase(block: ImageBlock, Some(Ephemeral)) => + Json.obj( + "type" -> "image", + "cache_control" -> "ephemeral", + "source" -> Json.obj( + "type" -> block.`type`, + "media_type" -> block.mediaType, + "data" -> block.data + ) + ) } - implicit lazy val contentBlockReads: Reads[ContentBlock] = + implicit lazy val contentBlockReads: Reads[ContentBlockBase] = (json: JsValue) => { (json \ "type").validate[String].flatMap { case "text" => ((json \ "text").validate[String] and (json \ "cache_control").validateOpt[CacheControl]).tupled.flatMap { - case (text, cacheControl) => JsSuccess(TextBlock(text, cacheControl)) - case _ => JsError("Invalid text block") + case (text, cacheControl) => + JsSuccess(ContentBlockBase(TextBlock(text), cacheControl)) + case _ => JsError("Invalid text block") } case "image" => @@ -88,7 +115,8 @@ trait JsonFormats { `type` <- (source \ "type").validate[String] mediaType <- (source \ "media_type").validate[String] data <- (source \ "data").validate[String] - } yield ImageBlock(`type`, mediaType, data) + cacheControl <- (json \ "cache_control").validateOpt[CacheControl] + } yield ContentBlockBase(ImageBlock(`type`, mediaType, data), cacheControl) case _ => JsError("Unsupported or invalid content block") } } @@ -107,7 +135,7 @@ trait JsonFormats { implicit lazy val contentReads: Reads[Content] = new Reads[Content] { def reads(json: JsValue): JsResult[Content] = json match { case JsString(str) => JsSuccess(SingleString(str)) - case JsArray(_) => Json.fromJson[Seq[ContentBlock]](json).map(ContentBlocks(_)) + case JsArray(_) => Json.fromJson[Seq[ContentBlockBase]](json).map(ContentBlocks(_)) case _ => JsError("Invalid content format") } } @@ -144,7 +172,7 @@ trait JsonFormats { ).tupled.flatMap { case ("user", JsString(str), cacheControl) => Reads.pure(UserMessage(str, cacheControl)) case ("user", json @ JsArray(_), _) => { - Json.fromJson[Seq[ContentBlock]](json) match { + Json.fromJson[Seq[ContentBlockBase]](json) match { case JsSuccess(contentBlocks, _) => Reads.pure(UserMessageContent(contentBlocks)) case JsError(errors) => @@ -155,7 +183,7 @@ trait JsonFormats { Reads.pure(AssistantMessage(str, cacheControl)) case ("assistant", json @ JsArray(_), _) => { - Json.fromJson[Seq[ContentBlock]](json) match { + Json.fromJson[Seq[ContentBlockBase]](json) match { case JsSuccess(contentBlocks, _) => Reads.pure(AssistantMessageContent(contentBlocks)) case JsError(errors) => @@ -168,7 +196,7 @@ trait JsonFormats { implicit lazy val createMessageResponseReads: Reads[CreateMessageResponse] = ( (__ \ "id").read[String] and (__ \ "role").read[ChatRole] and - (__ \ "content").read[Seq[ContentBlock]].map(ContentBlocks(_)) and + (__ \ "content").read[Seq[ContentBlockBase]].map(ContentBlocks(_)) and (__ \ "model").read[String] and (__ \ "stop_reason").readNullable[String] and (__ \ "stop_sequence").readNullable[String] and diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala index a1378ef5..a3bb1771 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala @@ -12,17 +12,24 @@ trait Cacheable { } object Content { - case class SingleString(text: String, override val cacheControl: Option[CacheControl] = None) extends Content + case class SingleString( + text: String, + override val cacheControl: Option[CacheControl] = None + ) extends Content with Cacheable - case class ContentBlocks(blocks: Seq[ContentBlock]) extends Content + case class ContentBlocks(blocks: Seq[ContentBlockBase]) extends Content + + case class ContentBlockBase( + content: ContentBlock, + override val cacheControl: Option[CacheControl] = None + ) extends Content + with Cacheable sealed trait ContentBlock object ContentBlock { - case class TextBlock(text: String, override val cacheControl: Option[CacheControl] = None) - extends ContentBlock - with Cacheable + case class TextBlock(text: String) extends ContentBlock case class ImageBlock( `type`: String, diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala index 57e9e1c9..31a0eebc 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala @@ -2,6 +2,7 @@ package io.cequence.openaiscala.anthropic.domain import io.cequence.openaiscala.anthropic.domain.Content.{ ContentBlock, + ContentBlockBase, ContentBlocks, SingleString } @@ -18,7 +19,7 @@ object Message { cacheControl: Option[CacheControl] = None ) extends Message(ChatRole.User, SingleString(contentString, cacheControl)) - case class UserMessageContent(contentBlocks: Seq[ContentBlock]) + case class UserMessageContent(contentBlocks: Seq[ContentBlockBase]) extends Message(ChatRole.User, ContentBlocks(contentBlocks)) case class AssistantMessage( @@ -26,6 +27,6 @@ object Message { cacheControl: Option[CacheControl] = None ) extends Message(ChatRole.Assistant, SingleString(contentString, cacheControl)) - case class AssistantMessageContent(contentBlocks: Seq[ContentBlock]) + case class AssistantMessageContent(contentBlocks: Seq[ContentBlockBase]) extends Message(ChatRole.Assistant, ContentBlocks(contentBlocks)) } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala index 9246a3c4..f7007abd 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala @@ -40,7 +40,7 @@ private[service] class OpenAIAnthropicChatCompletionService( ): Future[ChatCompletionResponse] = { underlying .createMessage( - toAnthropic(messages), + toAnthropicMessages(messages, settings), toAnthropic(settings, messages) ) .map(toOpenAI) @@ -64,7 +64,7 @@ private[service] class OpenAIAnthropicChatCompletionService( ): Source[ChatCompletionChunkResponse, NotUsed] = underlying .createMessageStreamed( - toAnthropic(messages), + toAnthropicMessages(messages, settings), toAnthropic(settings, messages) ) .map(toOpenAI) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 82413eb5..9c6ddb99 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -1,14 +1,15 @@ package io.cequence.openaiscala.anthropic.service +import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlocks +import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, ContentBlocks} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse.UsageInfo import io.cequence.openaiscala.anthropic.domain.response.{ ContentBlockDelta, CreateMessageResponse } import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings -import io.cequence.openaiscala.anthropic.domain.{Content, Message} +import io.cequence.openaiscala.anthropic.domain.{CacheControl, Content, Message} import io.cequence.openaiscala.domain.response.{ ChatCompletionChoiceChunkInfo, ChatCompletionChoiceInfo, @@ -35,21 +36,68 @@ import java.{util => ju} package object impl extends AnthropicServiceConsts { - def toAnthropic(messages: Seq[OpenAIBaseMessage]) - : Seq[Message] = // send settings, cache_system, cache_user, // cache_tools_definition + val AnthropicCacheControl = "cache_control" + + def toAnthropicMessages( + messages: Seq[OpenAIBaseMessage], + settings: CreateChatCompletionSettings + ): Seq[Message] = { + // send settings, cache_system, cache_user, // cache_tools_definition // TODO: handle other message types (e.g. assistant) - messages.collect { - case OpenAIUserMessage(content, _) => Message.UserMessage(content) - case OpenAIUserSeqMessage(contents, _) => - Message.UserMessageContent(contents.map(toAnthropic)) - // legacy message type - case MessageSpec(role, content, _) if role == ChatRole.User => - Message.UserMessage(content) - } + val useSystemCache: Option[CacheControl] = + if (settings.useAnthropicSystemMessagesCache) Some(Ephemeral) else None + val countUserMessagesToCache = settings.anthropicCachedUserMessagesCount + + def onlyOnceCacheControl(cacheUsed: Boolean): Option[CacheControl] = + if (cacheUsed) None else useSystemCache + + // cacheSystemMessages + // cacheUserMessages - number of user messages to cache (1-4) (1-3). 1 + +// (system, user) => 1x system, 3x user +// (_, user) => 4x user +// (system, _) => 1x system + + // construct Anthropic messages out of OpenAI messages + // the first N user messages are marked as cached, where N is equal to countUserMessagesToCache + // if useSystemCache is true, the last system message is marked as cached - def toAnthropic(content: OpenAIContent): Content.ContentBlock = { + // so I need to keep track, while foldLefting, of the number of user messages we are still able to cache + + messages + .foldLeft((List.empty[Message], countUserMessagesToCache): (List[Message], Int)) { + case ((acc, userMessagesToCache), message) => + message match { + case OpenAIUserMessage(content, _) => + val cacheControl = if (userMessagesToCache > 0) Some(Ephemeral) else None + ( + acc :+ Message.UserMessage(content, cacheControl), + userMessagesToCache - cacheControl.map(_ => 1).getOrElse(0) + ) + case OpenAIUserSeqMessage(contents, _) => { + val (contentBlocks, remainingCache) = + contents.foldLeft((Seq.empty[ContentBlockBase], userMessagesToCache)) { + case ((acc, cacheLeft), content) => + val (block, newCacheLeft) = toAnthropic(cacheLeft)(content) + (acc :+ block, newCacheLeft) + } + (acc :+ Message.UserMessageContent(contentBlocks), remainingCache) + } + + } + } + ._1 + + } + + def toAnthropic(userMessagesToCache: Int)(content: OpenAIContent) + : (Content.ContentBlockBase, Int) = { + val cacheControl = if (userMessagesToCache > 0) Some(Ephemeral) else None + val newCacheControlCount = userMessagesToCache - cacheControl.map(_ => 1).getOrElse(0) content match { - case OpenAITextContent(text) => TextBlock(text) + case OpenAITextContent(text) => + (ContentBlockBase(TextBlock(text), cacheControl), newCacheControlCount) + case OpenAIImageContent(url) => if (url.startsWith("data:")) { val mediaTypeEncodingAndData = url.drop(5) @@ -57,7 +105,10 @@ package object impl extends AnthropicServiceConsts { val encodingAndData = mediaTypeEncodingAndData.drop(mediaType.length + 1) val encoding = mediaType.takeWhile(_ != ',') val data = encodingAndData.drop(encoding.length + 1) - Content.ContentBlock.ImageBlock(encoding, mediaType, data) + ContentBlockBase( + Content.ContentBlock.ImageBlock(encoding, mediaType, data), + cacheControl + ) -> newCacheControlCount } else { throw new IllegalArgumentException( "Image content only supported by providing image data directly." @@ -123,7 +174,9 @@ package object impl extends AnthropicServiceConsts { ) def toOpenAIAssistantMessage(content: ContentBlocks): AssistantMessage = { - val textContents = content.blocks.collect { case TextBlock(text, None) => text } // TODO + val textContents = content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => + text + } // TODO // TODO: log if there is more than one text content if (textContents.isEmpty) { throw new IllegalArgumentException("No text content found in the response") diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala index 98573cea..9baa6b54 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala @@ -3,6 +3,7 @@ package io.cequence.openaiscala.anthropic import io.cequence.openaiscala.anthropic.JsonFormatsSpec.JsonPrintMode import io.cequence.openaiscala.anthropic.JsonFormatsSpec.JsonPrintMode.{Compact, Pretty} import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ImageBlock, TextBlock} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{ AssistantMessage, @@ -33,7 +34,12 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { "serialize and deserialize a user message with text content blocks" in { val userMessage = - UserMessageContent(Seq(TextBlock("Hello, world!"), TextBlock("How are you?"))) + UserMessageContent( + Seq( + ContentBlockBase(TextBlock("Hello, world!")), + ContentBlockBase(TextBlock("How are you?")) + ) + ) val json = """{"role":"user","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?"}]}""" testCodec[Message](userMessage, json) @@ -47,7 +53,12 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { "serialize and deserialize an assistant message with text content blocks" in { val assistantMessage = - AssistantMessageContent(Seq(TextBlock("Hello, world!"), TextBlock("How are you?"))) + AssistantMessageContent( + Seq( + ContentBlockBase(TextBlock("Hello, world!")), + ContentBlockBase(TextBlock("How are you?")) + ) + ) val json = """{"role":"assistant","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?"}]}""" testCodec[Message](assistantMessage, json) @@ -68,7 +79,9 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { "serialize and deserialize a message with an image content" in { val userMessage = - UserMessageContent(Seq(ImageBlock("base64", "image/jpeg", "/9j/4AAQSkZJRg..."))) + UserMessageContent( + Seq(ContentBlockBase(ImageBlock("base64", "image/jpeg", "/9j/4AAQSkZJRg..."))) + ) testCodec[Message](userMessage, expectedImageContentJson, Pretty) } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala index 9ea91315..8fae366f 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala @@ -2,6 +2,8 @@ package io.cequence.openaiscala.domain.settings import io.cequence.wsclient.domain.EnumValue +import scala.util.Try + case class CreateChatCompletionSettings( // ID of the model to use. Currently, only gpt-3.5-turbo and gpt-3.5-turbo-0301 are supported. model: String, @@ -83,6 +85,24 @@ case class CreateChatCompletionSettings( def withJsonSchema(jsonSchema: JsonSchemaDef): CreateChatCompletionSettings = copy(jsonSchema = Some(jsonSchema)) + + def anthropicCachedUserMessagesCount: Int = + extra_params + .get(CreateChatCompletionSettings.AnthropicCachedUserMessagesCount) + .flatMap(numberAsString => Try(numberAsString.toString.toInt).toOption) + .getOrElse(0) + + def useAnthropicSystemMessagesCache: Boolean = + extra_params + .get(CreateChatCompletionSettings.AnthropicUseSystemMessagesCache) + .map(_.toString) + .contains("true") + +} + +object CreateChatCompletionSettings { + val AnthropicCachedUserMessagesCount = "cached_user_messages_count" + val AnthropicUseSystemMessagesCache = "use_system_messages_cache" } sealed trait ChatCompletionResponseFormatType extends EnumValue diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala index 50fafca6..c57d83de 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala @@ -1,6 +1,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.UserMessage import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse @@ -31,7 +32,7 @@ object AnthropicCreateMessage extends ExampleBase[AnthropicService] { private def printMessageContent(response: CreateMessageResponse) = { val text = - response.content.blocks.collect { case TextBlock(text, _) => text }.mkString(" ") + response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text }.mkString(" ") println(text) } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index 9c13b2ae..228e8cf9 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -1,6 +1,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ImageBlock, TextBlock} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.UserMessageContent import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse @@ -28,11 +29,13 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { private val messages: Seq[Message] = Seq( UserMessageContent( Seq( - TextBlock("Describe me what is in the picture!"), - ImageBlock( - `type` = "base64", - mediaType = "image/jpeg", - data = imageBase64Source + ContentBlockBase(TextBlock("Describe me what is in the picture!")), + ContentBlockBase( + ImageBlock( + `type` = "base64", + mediaType = "image/jpeg", + data = imageBase64Source + ) ) ) ) @@ -63,7 +66,8 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { private def printMessageContent(response: CreateMessageResponse) = { val text = - response.content.blocks.collect { case TextBlock(text, _) => text }.mkString(" ") + response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } + .mkString(" ") println(text) } } From 54093be4521e9e300aa0acee4bcc98093816e239 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Mon, 11 Nov 2024 14:54:39 +0100 Subject: [PATCH 067/404] DocumentBlock for Anthropic PDF and CacheControl --- .../openaiscala/anthropic/JsonFormats.scala | 107 ++++++++++++------ .../anthropic/domain/Content.scala | 86 ++++++++++++++ .../anthropic/JsonFormatsSpec.scala | 53 ++++++++- .../examples/CreateAudioTranscription.scala | 13 ++- 4 files changed, 220 insertions(+), 39 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index 0681f9d6..d485c97f 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -1,7 +1,11 @@ package io.cequence.openaiscala.anthropic import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ImageBlock, TextBlock} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ + DocumentBlock, + ImageBlock, + TextBlock +} import io.cequence.openaiscala.anthropic.domain.Content.{ ContentBlock, ContentBlockBase, @@ -35,6 +39,30 @@ trait JsonFormats { JsonUtil.enumFormat[ChatRole](ChatRole.allValues: _*) implicit lazy val usageInfoFormat: Format[UsageInfo] = Json.format[UsageInfo] + implicit lazy val cacheControlFormat: Format[CacheControl] = new Format[CacheControl] { + def reads(json: JsValue): JsResult[CacheControl] = json match { + case JsObject(Seq(("type", JsString("ephemeral")))) => JsSuccess(CacheControl.Ephemeral) + case _ => JsError("Invalid cache control") + } + + def writes(cacheControl: CacheControl): JsValue = cacheControl match { + case CacheControl.Ephemeral => Json.obj("type" -> "ephemeral") + } + } + + implicit lazy val cacheControlOptionFormat: Format[Option[CacheControl]] = + new Format[Option[CacheControl]] { + def reads(json: JsValue): JsResult[Option[CacheControl]] = json match { + case JsNull => JsSuccess(None) + case _ => cacheControlFormat.reads(json).map(Some(_)) + } + + def writes(option: Option[CacheControl]): JsValue = option match { + case None => JsNull + case Some(cacheControl) => cacheControlFormat.writes(cacheControl) + } + } + implicit lazy val userMessageFormat: Format[UserMessage] = Json.format[UserMessage] implicit lazy val userMessageContentFormat: Format[UserMessageContent] = Json.format[UserMessageContent] @@ -59,25 +87,8 @@ trait JsonFormats { implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) Json.writes[TextBlock] } -// implicit lazy val imageBlockWrites: Writes[ImageBlock] = -// (block: ImageBlock) => -// Json.obj( -// "type" -> "image", -// "source" -> Json.obj( -// "type" -> block.`type`, -// "media_type" -> block.mediaType, -// "data" -> block.data -// ) -// ) - - implicit lazy val contentBlockWrites: Writes[ContentBlockBase] = { - case ContentBlockBase(tb: TextBlock, None) => - Json.obj("type" -> "text") ++ Json.toJson(tb)(textBlockWrites).as[JsObject] - case ContentBlockBase(tb: TextBlock, Some(Ephemeral)) => - Json.obj("type" -> "text", "cache_control" -> "ephemeral") ++ Json - .toJson(tb)(textBlockWrites) - .as[JsObject] - case ContentBlockBase(block: ImageBlock, None) => + implicit lazy val imageBlockWrites: Writes[ImageBlock] = + (block: ImageBlock) => Json.obj( "type" -> "image", "source" -> Json.obj( @@ -86,16 +97,35 @@ trait JsonFormats { "data" -> block.data ) ) - case ContentBlockBase(block: ImageBlock, Some(Ephemeral)) => + implicit lazy val documentBlockWrites: Writes[DocumentBlock] = + (block: DocumentBlock) => Json.obj( - "type" -> "image", - "cache_control" -> "ephemeral", + "type" -> "document", "source" -> Json.obj( "type" -> block.`type`, "media_type" -> block.mediaType, "data" -> block.data ) ) + + private def cacheControlToJsObject(maybeCacheControl: Option[CacheControl]): JsObject = + maybeCacheControl.fold(Json.obj())(cc => Json.obj("cache_control" -> Json.toJson(cc))) + + implicit lazy val contentBlockWrites: Writes[ContentBlockBase] = { + case ContentBlockBase(textBlock @ TextBlock(_), cacheControl) => + Json.obj("type" -> "text") ++ + Json.toJson(textBlock)(textBlockWrites).as[JsObject] ++ + cacheControlToJsObject(cacheControl) + case ContentBlockBase(imageBlock @ ImageBlock(_, _, _), maybeCacheControl) => + Json.toJson(imageBlock)(imageBlockWrites).as[JsObject] ++ + cacheControlToJsObject(maybeCacheControl) + case ContentBlockBase(documentBlock @ DocumentBlock(_, _, _), maybeCacheControl) => + Json.toJson(documentBlock)(documentBlockWrites).as[JsObject] ++ + cacheControlToJsObject(maybeCacheControl) ++ + maybeCacheControl + .map(cc => Json.toJson(cc)(cacheControlFormat.writes)) + .getOrElse(Json.obj()) + } implicit lazy val contentBlockReads: Reads[ContentBlockBase] = @@ -117,20 +147,33 @@ trait JsonFormats { data <- (source \ "data").validate[String] cacheControl <- (json \ "cache_control").validateOpt[CacheControl] } yield ContentBlockBase(ImageBlock(`type`, mediaType, data), cacheControl) + + case "document" => + for { + source <- (json \ "source").validate[JsObject] + `type` <- (source \ "type").validate[String] + mediaType <- (source \ "media_type").validate[String] + data <- (source \ "data").validate[String] + cacheControl <- (json \ "cache_control").validateOpt[CacheControl] + } yield ContentBlockBase(DocumentBlock(`type`, mediaType, data), cacheControl) + case _ => JsError("Unsupported or invalid content block") } } // CacheControl Reads and Writes - implicit lazy val cacheControlReads: Reads[CacheControl] = Reads[CacheControl] { - case JsString("ephemeral") => JsSuccess(CacheControl.Ephemeral) - case JsNull | JsUndefined() => JsSuccess(null) - case _ => JsError("Invalid cache control") - } - - implicit lazy val cacheControlWrites: Writes[CacheControl] = Writes[CacheControl] { - case CacheControl.Ephemeral => JsString("ephemeral") - } +// implicit lazy val cacheControlReads: Reads[Option[CacheControl]] = +// Reads[Option[CacheControl]] { +// case JsObject(Seq("type", JsString("ephemeral"))) => +// JsSuccess(Some(CacheControl.Ephemeral)) +// case JsNull | JsUndefined() => JsSuccess(None) +// case _ => JsError("Invalid cache control") +// } +// +// implicit lazy val cacheControlWrites: Writes[CacheControl] = +// Writes[CacheControl] { case CacheControl.Ephemeral => +// Json.obj("cache_control" -> Json.obj("type" -> "ephemeral")) +// } implicit lazy val contentReads: Reads[Content] = new Reads[Content] { def reads(json: JsValue): JsResult[Content] = json match { diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala index a3bb1771..b6cc34ff 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala @@ -31,12 +31,98 @@ object Content { object ContentBlock { case class TextBlock(text: String) extends ContentBlock + case class MediaBlock( + `type`: String, + encoding: String, + mediaType: String, + data: String + ) extends ContentBlock + + object MediaBlock { + def pdf( + data: String, + cacheControl: Option[CacheControl] = None + ): ContentBlockBase = + ContentBlockBase( + MediaBlock("document", "base64", "application/pdf", data), + cacheControl + ) + + def image( + mediaType: String + )( + data: String, + cacheControl: Option[CacheControl] = None + ): ContentBlockBase = + ContentBlockBase(MediaBlock("image", "base64", mediaType, data), cacheControl) + + def jpeg( + data: String, + cacheControl: Option[CacheControl] = None + ): ContentBlockBase = image("image/jpeg")(data, cacheControl) + + def png( + data: String, + cacheControl: Option[CacheControl] = None + ): ContentBlockBase = image("image/png")(data, cacheControl) + + def gif( + data: String, + cacheControl: Option[CacheControl] = None + ): ContentBlockBase = image("image/gif")(data, cacheControl) + + def webp( + data: String, + cacheControl: Option[CacheControl] = None + ): ContentBlockBase = image("image/webp")(data, cacheControl) + } + case class ImageBlock( `type`: String, mediaType: String, data: String ) extends ContentBlock + case class DocumentBlock( + `type`: String, + mediaType: String, + data: String + ) extends ContentBlock + + object DocumentBlock { + def pdf( + data: String, + cacheControl: Option[CacheControl] + ): ContentBlockBase = + ContentBlockBase(DocumentBlock("base64", "application/pdf", data), cacheControl) + } + + object ImageBlock { + def jpeg( + data: String, + cacheControl: Option[CacheControl] + ): ContentBlockBase = + ContentBlockBase(ImageBlock("base64", "image/jpeg", data), cacheControl) + + def png( + data: String, + cacheControl: Option[CacheControl] + ): ContentBlockBase = + ContentBlockBase(ImageBlock("base64", "image/png", data), cacheControl) + + def gif( + data: String, + cacheControl: Option[CacheControl] + ): ContentBlockBase = + ContentBlockBase(ImageBlock("base64", "image/gif", data), cacheControl) + + def webp( + data: String, + cacheControl: Option[CacheControl] + ): ContentBlockBase = + ContentBlockBase(ImageBlock("base64", "image/webp", data), cacheControl) + } + // TODO: check PDF } } diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala index 9baa6b54..1efc7cf8 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala @@ -2,7 +2,12 @@ package io.cequence.openaiscala.anthropic import io.cequence.openaiscala.anthropic.JsonFormatsSpec.JsonPrintMode import io.cequence.openaiscala.anthropic.JsonFormatsSpec.JsonPrintMode.{Compact, Pretty} -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ImageBlock, TextBlock} +import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ + ImageBlock, + MediaBlock, + TextBlock +} import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{ @@ -80,11 +85,55 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { "serialize and deserialize a message with an image content" in { val userMessage = UserMessageContent( - Seq(ContentBlockBase(ImageBlock("base64", "image/jpeg", "/9j/4AAQSkZJRg..."))) + Seq( + ContentBlockBase(MediaBlock("image", "base64", "image/jpeg", "/9j/4AAQSkZJRg...")) + ) ) testCodec[Message](userMessage, expectedImageContentJson, Pretty) } + // TEST CACHING + "serialize and deserialize Cache control" should { + "serialize and deserialize arbitrary (first) user message with caching" in { + val userMessage = + UserMessageContent( + Seq( + ContentBlockBase(TextBlock("Hello, world!"), Some(Ephemeral)), + ContentBlockBase(TextBlock("How are you?")) + ) + ) + val json = + """{"role":"user","content":[{"type":"text","text":"Hello, world!","cache_control":"ephemeral"},{"type":"text","text":"How are you?"}]}""" + testCodec[Message](userMessage, json) + } + + "serialize and deserialize arbitrary (second) user message with caching" in { + val userMessage = + UserMessageContent( + Seq( + ContentBlockBase(TextBlock("Hello, world!")), + ContentBlockBase(TextBlock("How are you?"), Some(Ephemeral)) + ) + ) + val json = + """{"role":"user","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?","cache_control":"ephemeral"}]}""" + testCodec[Message](userMessage, json) + } + + "serialize and deserialize arbitrary (first) image content with caching" in { + val userMessage = + UserMessageContent( + Seq( + ImageBlock.jpeg("Hello, world!", Some(Ephemeral)), + ContentBlockBase(TextBlock("How are you?")) + ) + ) + val json = + """{"role":"user","content":[{"type":"text","text":"Hello, world!","cache_control":"ephemeral"},{"type":"text","text":"How are you?"}]}""" + testCodec[Message](userMessage, json) + } + } + } private def testCodec[A]( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioTranscription.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioTranscription.scala index 162cc512..84912eac 100755 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioTranscription.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioTranscription.scala @@ -1,14 +1,17 @@ package io.cequence.openaiscala.examples +import java.io.File import scala.concurrent.Future object CreateAudioTranscription extends Example { - private val audioFile = getClass.getResource("/wolfgang.mp3").getFile + private val audioFile: String = Option( + getClass.getClassLoader.getResource("question-last-164421.mp3") + ).map(_.getFile).getOrElse(throw new RuntimeException("Audio file not found")) - override protected def run: Future[Unit] = + override protected def run: Future[Unit] = { service - .createAudioTranscription( - new java.io.File(audioFile) - ) + .createAudioTranscription(new File(audioFile)) .map(response => println(response.text)) +// Future.successful(()) + } } From d1715d3d91f37b56b0e7ce006f1601fee594615f Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Mon, 11 Nov 2024 15:46:45 +0100 Subject: [PATCH 068/404] MediaContent instead of ImageContent / DocumentContent --- .../openaiscala/anthropic/JsonFormats.scala | 85 +++++++++---------- .../anthropic/domain/Content.scala | 47 ---------- .../service/AnthropicServiceFactory.scala | 15 ++++ .../anthropic/service/impl/package.scala | 2 +- .../anthropic/JsonFormatsSpec.scala | 8 +- .../AnthropicCreateMessageWithImage.scala | 12 +-- .../AnthropicCreateMessageWithPdf.scala | 61 +++++++++++++ 7 files changed, 124 insertions(+), 106 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index d485c97f..ebb5834e 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -1,13 +1,8 @@ package io.cequence.openaiscala.anthropic import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ - DocumentBlock, - ImageBlock, - TextBlock -} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} import io.cequence.openaiscala.anthropic.domain.Content.{ - ContentBlock, ContentBlockBase, ContentBlocks, SingleString @@ -39,15 +34,18 @@ trait JsonFormats { JsonUtil.enumFormat[ChatRole](ChatRole.allValues: _*) implicit lazy val usageInfoFormat: Format[UsageInfo] = Json.format[UsageInfo] + def writeJsObject(cacheControl: CacheControl): JsObject = cacheControl match { + case CacheControl.Ephemeral => + Json.obj("cache_control" -> Json.obj("type" -> "ephemeral")) + } + implicit lazy val cacheControlFormat: Format[CacheControl] = new Format[CacheControl] { def reads(json: JsValue): JsResult[CacheControl] = json match { case JsObject(Seq(("type", JsString("ephemeral")))) => JsSuccess(CacheControl.Ephemeral) case _ => JsError("Invalid cache control") } - def writes(cacheControl: CacheControl): JsValue = cacheControl match { - case CacheControl.Ephemeral => Json.obj("type" -> "ephemeral") - } + def writes(cacheControl: CacheControl): JsValue = writeJsObject(cacheControl) } implicit lazy val cacheControlOptionFormat: Format[Option[CacheControl]] = @@ -87,22 +85,34 @@ trait JsonFormats { implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) Json.writes[TextBlock] } - implicit lazy val imageBlockWrites: Writes[ImageBlock] = - (block: ImageBlock) => - Json.obj( - "type" -> "image", - "source" -> Json.obj( - "type" -> block.`type`, - "media_type" -> block.mediaType, - "data" -> block.data - ) - ) - implicit lazy val documentBlockWrites: Writes[DocumentBlock] = - (block: DocumentBlock) => +// implicit lazy val imageBlockWrites: Writes[ImageBlock] = +// (block: ImageBlock) => +// Json.obj( +// "type" -> "image", +// "source" -> Json.obj( +// "type" -> block.`type`, +// "media_type" -> block.mediaType, +// "data" -> block.data +// ) +// ) +// +// implicit lazy val documentBlockWrites: Writes[DocumentBlock] = +// (block: DocumentBlock) => +// Json.obj( +// "type" -> "document", +// "source" -> Json.obj( +// "type" -> block.`type`, +// "media_type" -> block.mediaType, +// "data" -> block.data +// ) +// ) + + implicit lazy val mediaBlockWrites: Writes[MediaBlock] = + (block: MediaBlock) => Json.obj( - "type" -> "document", + "type" -> block.`type`, "source" -> Json.obj( - "type" -> block.`type`, + "type" -> block.encoding, "media_type" -> block.mediaType, "data" -> block.data ) @@ -116,15 +126,10 @@ trait JsonFormats { Json.obj("type" -> "text") ++ Json.toJson(textBlock)(textBlockWrites).as[JsObject] ++ cacheControlToJsObject(cacheControl) - case ContentBlockBase(imageBlock @ ImageBlock(_, _, _), maybeCacheControl) => - Json.toJson(imageBlock)(imageBlockWrites).as[JsObject] ++ - cacheControlToJsObject(maybeCacheControl) - case ContentBlockBase(documentBlock @ DocumentBlock(_, _, _), maybeCacheControl) => - Json.toJson(documentBlock)(documentBlockWrites).as[JsObject] ++ - cacheControlToJsObject(maybeCacheControl) ++ - maybeCacheControl - .map(cc => Json.toJson(cc)(cacheControlFormat.writes)) - .getOrElse(Json.obj()) + case ContentBlockBase(media @ MediaBlock(_, _, _, _), maybeCacheControl) => + Json.toJson(media)(mediaBlockWrites).as[JsObject] ++ +// cacheControlToJsObject(maybeCacheControl) + maybeCacheControl.map(cc => writeJsObject(cc)).getOrElse(Json.obj()) } @@ -139,23 +144,17 @@ trait JsonFormats { case _ => JsError("Invalid text block") } - case "image" => - for { - source <- (json \ "source").validate[JsObject] - `type` <- (source \ "type").validate[String] - mediaType <- (source \ "media_type").validate[String] - data <- (source \ "data").validate[String] - cacheControl <- (json \ "cache_control").validateOpt[CacheControl] - } yield ContentBlockBase(ImageBlock(`type`, mediaType, data), cacheControl) - - case "document" => + case imageOrDocument @ ("image" | "document") => for { source <- (json \ "source").validate[JsObject] `type` <- (source \ "type").validate[String] mediaType <- (source \ "media_type").validate[String] data <- (source \ "data").validate[String] cacheControl <- (json \ "cache_control").validateOpt[CacheControl] - } yield ContentBlockBase(DocumentBlock(`type`, mediaType, data), cacheControl) + } yield ContentBlockBase( + MediaBlock(imageOrDocument, `type`, mediaType, data), + cacheControl + ) case _ => JsError("Unsupported or invalid content block") } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala index b6cc34ff..c6e30222 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala @@ -77,52 +77,5 @@ object Content { ): ContentBlockBase = image("image/webp")(data, cacheControl) } - case class ImageBlock( - `type`: String, - mediaType: String, - data: String - ) extends ContentBlock - - case class DocumentBlock( - `type`: String, - mediaType: String, - data: String - ) extends ContentBlock - - object DocumentBlock { - def pdf( - data: String, - cacheControl: Option[CacheControl] - ): ContentBlockBase = - ContentBlockBase(DocumentBlock("base64", "application/pdf", data), cacheControl) - } - - object ImageBlock { - def jpeg( - data: String, - cacheControl: Option[CacheControl] - ): ContentBlockBase = - ContentBlockBase(ImageBlock("base64", "image/jpeg", data), cacheControl) - - def png( - data: String, - cacheControl: Option[CacheControl] - ): ContentBlockBase = - ContentBlockBase(ImageBlock("base64", "image/png", data), cacheControl) - - def gif( - data: String, - cacheControl: Option[CacheControl] - ): ContentBlockBase = - ContentBlockBase(ImageBlock("base64", "image/gif", data), cacheControl) - - def webp( - data: String, - cacheControl: Option[CacheControl] - ): ContentBlockBase = - ContentBlockBase(ImageBlock("base64", "image/webp", data), cacheControl) - } - - // TODO: check PDF } } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala index 42bc011b..2630016e 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala @@ -73,6 +73,21 @@ object AnthropicServiceFactory extends AnthropicServiceConsts { new AnthropicServiceClassImpl(defaultCoreUrl, authHeaders, timeouts) } + def withPdf( + apiKey: String = getAPIKeyFromEnv(), + timeouts: Option[Timeouts] = None + )( + implicit ec: ExecutionContext, + materializer: Materializer + ): AnthropicService = { + val authHeaders = Seq( + ("x-api-key", s"$apiKey"), + ("anthropic-version", apiVersion), + ("anthropic-beta", "pdfs-2024-09-25") + ) + new AnthropicServiceClassImpl(defaultCoreUrl, authHeaders, timeouts) + } + private def getAPIKeyFromEnv(): String = Option(System.getenv(envAPIKey)).getOrElse( throw new IllegalStateException( diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 9c6ddb99..4be519de 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -106,7 +106,7 @@ package object impl extends AnthropicServiceConsts { val encoding = mediaType.takeWhile(_ != ',') val data = encodingAndData.drop(encoding.length + 1) ContentBlockBase( - Content.ContentBlock.ImageBlock(encoding, mediaType, data), + Content.ContentBlock.MediaBlock("image", encoding, mediaType, data), cacheControl ) -> newCacheControlCount } else { diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala index 1efc7cf8..6425a26f 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala @@ -3,11 +3,7 @@ package io.cequence.openaiscala.anthropic import io.cequence.openaiscala.anthropic.JsonFormatsSpec.JsonPrintMode import io.cequence.openaiscala.anthropic.JsonFormatsSpec.JsonPrintMode.{Compact, Pretty} import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ - ImageBlock, - MediaBlock, - TextBlock -} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{ @@ -124,7 +120,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { val userMessage = UserMessageContent( Seq( - ImageBlock.jpeg("Hello, world!", Some(Ephemeral)), + MediaBlock.jpeg("Hello, world!", Some(Ephemeral)), ContentBlockBase(TextBlock("How are you?")) ) ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index 228e8cf9..15b5fe80 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -1,6 +1,6 @@ package io.cequence.openaiscala.examples.nonopenai -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ImageBlock, TextBlock} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.UserMessageContent @@ -29,14 +29,8 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { private val messages: Seq[Message] = Seq( UserMessageContent( Seq( - ContentBlockBase(TextBlock("Describe me what is in the picture!")), - ContentBlockBase( - ImageBlock( - `type` = "base64", - mediaType = "image/jpeg", - data = imageBase64Source - ) - ) + ContentBlockBase(TextBlock("Describe to me what is in the picture!")), + MediaBlock.jpeg(data = imageBase64Source) ) ) ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala new file mode 100644 index 00000000..eb0d4390 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -0,0 +1,61 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase +import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Message.UserMessageContent +import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse +import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings +import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase + +import java.awt.image.RenderedImage +import java.io.{ByteArrayOutputStream, File} +import java.nio.file.Files +import java.util.Base64 +import javax.imageio.ImageIO +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency +object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] { + + private val localImagePath = sys.env("EXAMPLE_PDF_PATH") + private val pdfBase64Source = + Base64.getEncoder.encodeToString(readPdfToBytes(localImagePath)) + + override protected val service: AnthropicService = AnthropicServiceFactory.withPdf() + + private val messages: Seq[Message] = Seq( + UserMessageContent( + Seq( + ContentBlockBase(TextBlock("Describe to me what is this PDF about!")), + MediaBlock.pdf(data = pdfBase64Source) + ) + ) + ) + + override protected def run: Future[_] = + service + .createMessage( + messages, + settings = AnthropicCreateMessageSettings( + model = + NonOpenAIModelId.claude_3_5_sonnet_20241022, // claude-3-5-sonnet-20241022 supports PDF (beta) + max_tokens = 8192 + ) + ) + .map(printMessageContent) + + def readPdfToBytes(filePath: String): Array[Byte] = { + val pdfFile = new File(filePath) + Files.readAllBytes(pdfFile.toPath) + } + + private def printMessageContent(response: CreateMessageResponse) = { + val text = + response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } + .mkString(" ") + println(text) + } +} From 37c4c75f561352cdd165cf54e5de939cbd9d5e1b Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Mon, 11 Nov 2024 18:57:53 +0100 Subject: [PATCH 069/404] OpenAI to Anthropic conversion using cache control --- .../openaiscala/anthropic/JsonFormats.scala | 64 +++------- .../AnthropicCreateMessageSettings.scala | 6 +- .../anthropic/service/AnthropicService.scala | 4 +- .../service/AnthropicServiceFactory.scala | 21 +--- .../service/impl/AnthropicServiceImpl.scala | 61 +++++++++- ...OpenAIAnthropicChatCompletionService.scala | 7 +- .../anthropic/service/impl/package.scala | 112 +++++++++++------- .../CreateChatCompletionSettingsOps.scala | 20 ++++ .../anthropic/JsonFormatsSpec.scala | 11 +- .../service/impl/AnthropicServiceSpec.scala | 16 +-- .../CreateChatCompletionSettings.scala | 12 -- .../nonopenai/AnthropicCreateMessage.scala | 18 ++- .../AnthropicCreateMessageStreamed.scala | 1 + .../AnthropicCreateMessageWithImage.scala | 1 + .../AnthropicCreateMessageWithPdf.scala | 3 +- .../AnthropicCreateSystemMessage.scala | 42 +++++++ 16 files changed, 257 insertions(+), 142 deletions(-) create mode 100644 anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index ebb5834e..3cbcddc3 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -41,8 +41,12 @@ trait JsonFormats { implicit lazy val cacheControlFormat: Format[CacheControl] = new Format[CacheControl] { def reads(json: JsValue): JsResult[CacheControl] = json match { - case JsObject(Seq(("type", JsString("ephemeral")))) => JsSuccess(CacheControl.Ephemeral) - case _ => JsError("Invalid cache control") + case JsObject(map) => + if (map == Map("type" -> JsString("ephemeral"))) JsSuccess(CacheControl.Ephemeral) + else JsError(s"Invalid cache control $map") + case x => { + JsError(s"Invalid cache control ${x}") + } } def writes(cacheControl: CacheControl): JsValue = writeJsObject(cacheControl) @@ -71,11 +75,8 @@ trait JsonFormats { implicit lazy val textBlockFormat: Format[TextBlock] = Json.format[TextBlock] -// implicit lazy val contentBlockBaseFormat: Format[ContentBlockBase] = -// Json.format[ContentBlockBase] implicit lazy val contentBlocksFormat: Format[ContentBlocks] = Json.format[ContentBlocks] - // implicit lazy val textBlockWrites: Writes[TextBlock] = Json.writes[TextBlock] implicit lazy val textBlockReads: Reads[TextBlock] = { implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) Json.reads[TextBlock] @@ -85,27 +86,6 @@ trait JsonFormats { implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) Json.writes[TextBlock] } -// implicit lazy val imageBlockWrites: Writes[ImageBlock] = -// (block: ImageBlock) => -// Json.obj( -// "type" -> "image", -// "source" -> Json.obj( -// "type" -> block.`type`, -// "media_type" -> block.mediaType, -// "data" -> block.data -// ) -// ) -// -// implicit lazy val documentBlockWrites: Writes[DocumentBlock] = -// (block: DocumentBlock) => -// Json.obj( -// "type" -> "document", -// "source" -> Json.obj( -// "type" -> block.`type`, -// "media_type" -> block.mediaType, -// "data" -> block.data -// ) -// ) implicit lazy val mediaBlockWrites: Writes[MediaBlock] = (block: MediaBlock) => @@ -119,7 +99,7 @@ trait JsonFormats { ) private def cacheControlToJsObject(maybeCacheControl: Option[CacheControl]): JsObject = - maybeCacheControl.fold(Json.obj())(cc => Json.obj("cache_control" -> Json.toJson(cc))) + maybeCacheControl.fold(Json.obj())(cc => writeJsObject(cc)) implicit lazy val contentBlockWrites: Writes[ContentBlockBase] = { case ContentBlockBase(textBlock @ TextBlock(_), cacheControl) => @@ -128,8 +108,7 @@ trait JsonFormats { cacheControlToJsObject(cacheControl) case ContentBlockBase(media @ MediaBlock(_, _, _, _), maybeCacheControl) => Json.toJson(media)(mediaBlockWrites).as[JsObject] ++ -// cacheControlToJsObject(maybeCacheControl) - maybeCacheControl.map(cc => writeJsObject(cc)).getOrElse(Json.obj()) + cacheControlToJsObject(maybeCacheControl) } @@ -160,20 +139,6 @@ trait JsonFormats { } } - // CacheControl Reads and Writes -// implicit lazy val cacheControlReads: Reads[Option[CacheControl]] = -// Reads[Option[CacheControl]] { -// case JsObject(Seq("type", JsString("ephemeral"))) => -// JsSuccess(Some(CacheControl.Ephemeral)) -// case JsNull | JsUndefined() => JsSuccess(None) -// case _ => JsError("Invalid cache control") -// } -// -// implicit lazy val cacheControlWrites: Writes[CacheControl] = -// Writes[CacheControl] { case CacheControl.Ephemeral => -// Json.obj("cache_control" -> Json.obj("type" -> "ephemeral")) -// } - implicit lazy val contentReads: Reads[Content] = new Reads[Content] { def reads(json: JsValue): JsResult[Content] = json match { case JsString(str) => JsSuccess(SingleString(str)) @@ -182,11 +147,20 @@ trait JsonFormats { } } + implicit lazy val contentWrites: Writes[Content] = new Writes[Content] { + def writes(content: Content): JsValue = content match { + case SingleString(text, cacheControl) => + Json.obj("content" -> text) ++ cacheControlToJsObject(cacheControl) + case ContentBlocks(blocks) => + Json.obj("content" -> Json.toJson(blocks)(Writes.seq(contentBlockWrites))) + } + } + implicit lazy val baseMessageWrites: Writes[Message] = new Writes[Message] { def writes(message: Message): JsValue = message match { case UserMessage(content, cacheControl) => val baseObj = Json.obj("role" -> "user", "content" -> content) - cacheControl.fold(baseObj)(cc => baseObj + ("cache_control" -> Json.toJson(cc))) + baseObj ++ cacheControlToJsObject(cacheControl) case UserMessageContent(content) => Json.obj( @@ -196,7 +170,7 @@ trait JsonFormats { case AssistantMessage(content, cacheControl) => val baseObj = Json.obj("role" -> "assistant", "content" -> content) - cacheControl.fold(baseObj)(cc => baseObj + ("cache_control" -> Json.toJson(cc))) + baseObj ++ cacheControlToJsObject(cacheControl) case AssistantMessageContent(content) => Json.obj( diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/settings/AnthropicCreateMessageSettings.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/settings/AnthropicCreateMessageSettings.scala index 7d0d496e..19d3ade0 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/settings/AnthropicCreateMessageSettings.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/settings/AnthropicCreateMessageSettings.scala @@ -5,9 +5,9 @@ final case class AnthropicCreateMessageSettings( // See [[models|https://docs.anthropic.com/claude/docs/models-overview]] for additional details and options. model: String, - // System prompt. - // A system prompt is a way of providing context and instructions to Claude, such as specifying a particular goal or role. See our [[guide to system prompts|https://docs.anthropic.com/claude/docs/system-prompts]]. - system: Option[String] = None, +// // System prompt. +// // A system prompt is a way of providing context and instructions to Claude, such as specifying a particular goal or role. See our [[guide to system prompts|https://docs.anthropic.com/claude/docs/system-prompts]]. +// system: Option[String] = None, // The maximum number of tokens to generate before stopping. // Note that our models may stop before reaching this maximum. This parameter only specifies the absolute maximum number of tokens to generate. diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala index 10a64c6f..3e41eee7 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.anthropic.service import akka.NotUsed import akka.stream.scaladsl.Source -import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.{Content, Message} import io.cequence.openaiscala.anthropic.domain.response.{ ContentBlockDelta, CreateMessageResponse @@ -32,6 +32,7 @@ trait AnthropicService extends CloseableService with AnthropicServiceConsts { * Anthropic Doc */ def createMessage( + system: Option[Content], messages: Seq[Message], settings: AnthropicCreateMessageSettings = DefaultSettings.CreateMessage ): Future[CreateMessageResponse] @@ -54,6 +55,7 @@ trait AnthropicService extends CloseableService with AnthropicServiceConsts { * Anthropic Doc */ def createMessageStreamed( + system: Option[Content], messages: Seq[Message], settings: AnthropicCreateMessageSettings = DefaultSettings.CreateMessage ): Source[ContentBlockDelta, NotUsed] diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala index 2630016e..2add6cff 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala @@ -61,7 +61,9 @@ object AnthropicServiceFactory extends AnthropicServiceConsts { */ def apply( apiKey: String = getAPIKeyFromEnv(), - timeouts: Option[Timeouts] = None + timeouts: Option[Timeouts] = None, + withPdf: Boolean = false, + withCache: Boolean = false )( implicit ec: ExecutionContext, materializer: Materializer @@ -69,22 +71,9 @@ object AnthropicServiceFactory extends AnthropicServiceConsts { val authHeaders = Seq( ("x-api-key", s"$apiKey"), ("anthropic-version", apiVersion) - ) - new AnthropicServiceClassImpl(defaultCoreUrl, authHeaders, timeouts) - } + ) ++ (if (withPdf) Seq(("anthropic-beta", "pdfs-2024-09-25")) else Seq.empty) ++ + (if (withCache) Seq(("anthropic-beta", "prompt-caching-2024-07-31")) else Seq.empty) - def withPdf( - apiKey: String = getAPIKeyFromEnv(), - timeouts: Option[Timeouts] = None - )( - implicit ec: ExecutionContext, - materializer: Materializer - ): AnthropicService = { - val authHeaders = Seq( - ("x-api-key", s"$apiKey"), - ("anthropic-version", apiVersion), - ("anthropic-beta", "pdfs-2024-09-25") - ) new AnthropicServiceClassImpl(defaultCoreUrl, authHeaders, timeouts) } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index 5654878c..3e847131 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -9,13 +9,13 @@ import io.cequence.openaiscala.anthropic.domain.response.{ CreateMessageResponse } import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings -import io.cequence.openaiscala.anthropic.domain.{ChatRole, Message} +import io.cequence.openaiscala.anthropic.domain.{ChatRole, Content, Message} import io.cequence.openaiscala.anthropic.service.{AnthropicService, HandleAnthropicErrorCodes} import io.cequence.wsclient.JsonUtil.JsonOps import io.cequence.wsclient.ResponseImplicits.JsonSafeOps import io.cequence.wsclient.service.WSClientWithEngineTypes.WSClientWithStreamEngine import org.slf4j.LoggerFactory -import play.api.libs.json.{JsValue, Json} +import play.api.libs.json.{JsString, JsValue, Json, Writes} import scala.concurrent.Future @@ -33,17 +33,20 @@ private[service] trait AnthropicServiceImpl extends Anthropic { private val logger = LoggerFactory.getLogger("AnthropicServiceImpl") override def createMessage( + system: Option[Content], messages: Seq[Message], settings: AnthropicCreateMessageSettings ): Future[CreateMessageResponse] = execPOST( EndPoint.messages, - bodyParams = createBodyParamsForMessageCreation(messages, settings, stream = false) + bodyParams = + createBodyParamsForMessageCreation(system, messages, settings, stream = false) ).map( _.asSafeJson[CreateMessageResponse] ) override def createMessageStreamed( + system: Option[Content], messages: Seq[Message], settings: AnthropicCreateMessageSettings ): Source[ContentBlockDelta, NotUsed] = @@ -52,7 +55,7 @@ private[service] trait AnthropicServiceImpl extends Anthropic { EndPoint.messages.toString(), "POST", bodyParams = paramTuplesToStrings( - createBodyParamsForMessageCreation(messages, settings, stream = true) + createBodyParamsForMessageCreation(system, messages, settings, stream = true) ) ) .map { (json: JsValue) => @@ -80,6 +83,7 @@ private[service] trait AnthropicServiceImpl extends Anthropic { .collect { case Some(delta) => delta } private def createBodyParamsForMessageCreation( + system: Option[Content], messages: Seq[Message], settings: AnthropicCreateMessageSettings, stream: Boolean @@ -89,10 +93,57 @@ private[service] trait AnthropicServiceImpl extends Anthropic { val messageJsons = messages.map(Json.toJson(_)) + val systemMessages = Seq( + Map( + "type" -> "text", + "text" -> "You respond in Slovak language." + ), + Map( + "type" -> "text", + "text" -> "You make jokes about the question." + ) + ) + + val system2 = Content.ContentBlocks( + Seq( + Content.ContentBlockBase( + Content.ContentBlock.TextBlock("You respond in Slovak language.") + ), + Content.ContentBlockBase( + Content.ContentBlock.TextBlock("You make jokes about the question.") + ) + ) + ) + val systemJson = system.map { x => + x match { + case single @ Content.SingleString(text, cacheControl) => + if (cacheControl.isEmpty) JsString(text) + else { + val blocks = + Seq(Content.ContentBlockBase(Content.ContentBlock.TextBlock(text), cacheControl)) + + Json.toJson(blocks)(Writes.seq(contentBlockWrites)) + } + case Content.ContentBlocks(blocks) => + Json.toJson(blocks)(Writes.seq(contentBlockWrites)) + case Content.ContentBlockBase(content, cacheControl) => ??? + } +// Json.toJson(x)(Writes.seq(contentBlockWrites)) + + } + + println(s"systemJson: $systemJson") + + val systemMessagesJson = systemMessages.map(Json.toJson(_)) + println(s"systemMessagesJson: $systemMessagesJson") + jsonBodyParams( Param.messages -> Some(messageJsons), Param.model -> Some(settings.model), - Param.system -> settings.system, +// Param.system -> settings.system, + Param.system -> Some( + systemJson + ), Param.max_tokens -> Some(settings.max_tokens), Param.metadata -> { if (settings.metadata.isEmpty) None else Some(settings.metadata) }, Param.stop_sequences -> { diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala index f7007abd..5b7de937 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala @@ -2,6 +2,7 @@ package io.cequence.openaiscala.anthropic.service.impl import akka.NotUsed import akka.stream.scaladsl.Source +import io.cequence.openaiscala.anthropic.domain.Content import io.cequence.openaiscala.anthropic.service.AnthropicService import io.cequence.openaiscala.domain.BaseMessage import io.cequence.openaiscala.domain.response.{ @@ -40,8 +41,9 @@ private[service] class OpenAIAnthropicChatCompletionService( ): Future[ChatCompletionResponse] = { underlying .createMessage( + toAnthropicSystemMessages(messages, settings), toAnthropicMessages(messages, settings), - toAnthropic(settings, messages) + toAnthropicSettings(settings) ) .map(toOpenAI) // TODO: recover and wrap exceptions @@ -64,8 +66,9 @@ private[service] class OpenAIAnthropicChatCompletionService( ): Source[ChatCompletionChunkResponse, NotUsed] = underlying .createMessageStreamed( + toAnthropicSystemMessages(messages, settings), toAnthropicMessages(messages, settings), - toAnthropic(settings, messages) + toAnthropicSettings(settings) ) .map(toOpenAI) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 4be519de..7dcab8fa 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -19,6 +19,7 @@ import io.cequence.openaiscala.domain.response.{ UsageInfo => OpenAIUsageInfo } import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettingsOps.RichCreateChatCompletionSettings import io.cequence.openaiscala.domain.{ AssistantMessage, ChatRole, @@ -36,58 +37,94 @@ import java.{util => ju} package object impl extends AnthropicServiceConsts { - val AnthropicCacheControl = "cache_control" - - def toAnthropicMessages( + def toAnthropicSystemMessages( messages: Seq[OpenAIBaseMessage], settings: CreateChatCompletionSettings - ): Seq[Message] = { - // send settings, cache_system, cache_user, // cache_tools_definition - // TODO: handle other message types (e.g. assistant) + ): Option[ContentBlocks] = { val useSystemCache: Option[CacheControl] = if (settings.useAnthropicSystemMessagesCache) Some(Ephemeral) else None - val countUserMessagesToCache = settings.anthropicCachedUserMessagesCount - def onlyOnceCacheControl(cacheUsed: Boolean): Option[CacheControl] = - if (cacheUsed) None else useSystemCache + val messageStrings = + messages.zipWithIndex.collect { case (SystemMessage(content, _), index) => + useSystemCache match { + case Some(cacheControl) => + if (index == 0) ContentBlockBase(TextBlock(content), Some(cacheControl)) + else ContentBlockBase(TextBlock(content), None) + case None => ContentBlockBase(TextBlock(content)) + } + } - // cacheSystemMessages - // cacheUserMessages - number of user messages to cache (1-4) (1-3). 1 + if (messageStrings.isEmpty) None else Some(ContentBlocks(messageStrings)) + } -// (system, user) => 1x system, 3x user -// (_, user) => 4x user -// (system, _) => 1x system + def toAnthropicMessages( + messages: Seq[OpenAIBaseMessage], + settings: CreateChatCompletionSettings + ): Seq[Message] = { - // construct Anthropic messages out of OpenAI messages - // the first N user messages are marked as cached, where N is equal to countUserMessagesToCache - // if useSystemCache is true, the last system message is marked as cached + val anthropicMessages: Seq[Message] = messages.collect { + case OpenAIUserMessage(content, _) => Message.UserMessage(content) + case OpenAIUserSeqMessage(contents, _) => + Message.UserMessageContent(contents.map(toAnthropic)) + // legacy message type + case MessageSpec(role, content, _) if role == ChatRole.User => + Message.UserMessage(content) + } - // so I need to keep track, while foldLefting, of the number of user messages we are still able to cache + // apply cache control to user messages + // crawl through anthropicMessages, and apply to the first N user messages cache control, where N = countUserMessagesToCache + val countUserMessagesToCache = settings.anthropicCachedUserMessagesCount - messages - .foldLeft((List.empty[Message], countUserMessagesToCache): (List[Message], Int)) { + val anthropicMessagesWithCache: Seq[Message] = anthropicMessages + .foldLeft((List.empty[Message], countUserMessagesToCache)) { case ((acc, userMessagesToCache), message) => message match { - case OpenAIUserMessage(content, _) => - val cacheControl = if (userMessagesToCache > 0) Some(Ephemeral) else None + case Message.UserMessage(contentString, cacheControl) => + val newCacheControl = if (userMessagesToCache > 0) Some(Ephemeral) else None ( - acc :+ Message.UserMessage(content, cacheControl), - userMessagesToCache - cacheControl.map(_ => 1).getOrElse(0) + acc :+ Message.UserMessage(contentString, newCacheControl), + userMessagesToCache - newCacheControl.map(_ => 1).getOrElse(0) ) - case OpenAIUserSeqMessage(contents, _) => { - val (contentBlocks, remainingCache) = - contents.foldLeft((Seq.empty[ContentBlockBase], userMessagesToCache)) { + case Message.UserMessageContent(contentBlocks) => + val (newContentBlocks, remainingCache) = + contentBlocks.foldLeft((Seq.empty[ContentBlockBase], userMessagesToCache)) { case ((acc, cacheLeft), content) => - val (block, newCacheLeft) = toAnthropic(cacheLeft)(content) + val (block, newCacheLeft) = + toAnthropic(cacheLeft)(content.asInstanceOf[OpenAIContent]) (acc :+ block, newCacheLeft) } - (acc :+ Message.UserMessageContent(contentBlocks), remainingCache) - } - + (acc :+ Message.UserMessageContent(newContentBlocks), remainingCache) + case assistant: Message.AssistantMessage => + (acc :+ assistant, userMessagesToCache) + case assistants: Message.AssistantMessageContent => + (acc :+ assistants, userMessagesToCache) } } ._1 + anthropicMessagesWithCache + } + + def toAnthropic(content: OpenAIContent): Content.ContentBlockBase = { + content match { + case OpenAITextContent(text) => + ContentBlockBase(TextBlock(text)) + case OpenAIImageContent(url) => + if (url.startsWith("data:")) { + val mediaTypeEncodingAndData = url.drop(5) + val mediaType = mediaTypeEncodingAndData.takeWhile(_ != ';') + val encodingAndData = mediaTypeEncodingAndData.drop(mediaType.length + 1) + val encoding = mediaType.takeWhile(_ != ',') + val data = encodingAndData.drop(encoding.length + 1) + ContentBlockBase( + Content.ContentBlock.MediaBlock("image", encoding, mediaType, data) + ) + } else { + throw new IllegalArgumentException( + "Image content only supported by providing image data directly." + ) + } + } } def toAnthropic(userMessagesToCache: Int)(content: OpenAIContent) @@ -117,17 +154,11 @@ package object impl extends AnthropicServiceConsts { } } - def toAnthropic( - settings: CreateChatCompletionSettings, - messages: Seq[OpenAIBaseMessage] - ): AnthropicCreateMessageSettings = { - def systemMessagesContent = messages.collect { case SystemMessage(content, _) => - content - }.mkString("\n") - + def toAnthropicSettings( + settings: CreateChatCompletionSettings + ): AnthropicCreateMessageSettings = AnthropicCreateMessageSettings( model = settings.model, - system = if (systemMessagesContent.isEmpty) None else Some(systemMessagesContent), max_tokens = settings.max_tokens.getOrElse(DefaultSettings.CreateMessage.max_tokens), metadata = Map.empty, stop_sequences = settings.stop, @@ -135,7 +166,6 @@ package object impl extends AnthropicServiceConsts { top_p = settings.top_p, top_k = None ) - } def toOpenAI(response: CreateMessageResponse): ChatCompletionResponse = ChatCompletionResponse( diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala new file mode 100644 index 00000000..42a0057b --- /dev/null +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala @@ -0,0 +1,20 @@ +package io.cequence.openaiscala.domain.settings + +import scala.util.Try + +object CreateChatCompletionSettingsOps { + implicit class RichCreateChatCompletionSettings(settings: CreateChatCompletionSettings) { + + def anthropicCachedUserMessagesCount: Int = + settings.extra_params + .get(CreateChatCompletionSettings.AnthropicCachedUserMessagesCount) + .flatMap(numberAsString => Try(numberAsString.toString.toInt).toOption) + .getOrElse(0) + + def useAnthropicSystemMessagesCache: Boolean = + settings.extra_params + .get(CreateChatCompletionSettings.AnthropicUseSystemMessagesCache) + .map(_.toString) + .contains("true") + } +} diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala index 6425a26f..47d19897 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala @@ -99,7 +99,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { ) ) val json = - """{"role":"user","content":[{"type":"text","text":"Hello, world!","cache_control":"ephemeral"},{"type":"text","text":"How are you?"}]}""" + """{"role":"user","content":[{"type":"text","text":"Hello, world!","cache_control":{"type":"ephemeral"}},{"type":"text","text":"How are you?"}]}""" testCodec[Message](userMessage, json) } @@ -112,7 +112,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { ) ) val json = - """{"role":"user","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?","cache_control":"ephemeral"}]}""" + """{"role":"user","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?","cache_control":{"type":"ephemeral"}}]}""" testCodec[Message](userMessage, json) } @@ -120,12 +120,15 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { val userMessage = UserMessageContent( Seq( - MediaBlock.jpeg("Hello, world!", Some(Ephemeral)), + MediaBlock.jpeg("/9j/4AAQSkZJRg...", Some(Ephemeral)), ContentBlockBase(TextBlock("How are you?")) ) ) + + val imageJson = + """{"type":"image","source":{"type":"base64","media_type":"image/jpeg","data":"/9j/4AAQSkZJRg..."},"cache_control":{"type":"ephemeral"}}""".stripMargin val json = - """{"role":"user","content":[{"type":"text","text":"Hello, world!","cache_control":"ephemeral"},{"type":"text","text":"How are you?"}]}""" + s"""{"role":"user","content":[$imageJson,{"type":"text","text":"How are you?"}]}""" testCodec[Message](userMessage, json) } } diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala index 6de34483..a4128cb7 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala @@ -27,49 +27,49 @@ class AnthropicServiceSpec extends AsyncWordSpec with GivenWhenThen { "should throw AnthropicScalaUnauthorizedException when 401" ignore { recoverToSucceededIf[AnthropicScalaUnauthorizedException] { - TestFactory.mockedService401().createMessage(irrelevantMessages, settings) + TestFactory.mockedService401().createMessage(None, irrelevantMessages, settings) } } "should throw AnthropicScalaUnauthorizedException when 403" ignore { recoverToSucceededIf[AnthropicScalaUnauthorizedException] { - TestFactory.mockedService403().createMessage(irrelevantMessages, settings) + TestFactory.mockedService403().createMessage(None, irrelevantMessages, settings) } } "should throw AnthropicScalaNotFoundException when 404" ignore { recoverToSucceededIf[AnthropicScalaNotFoundException] { - TestFactory.mockedService404().createMessage(irrelevantMessages, settings) + TestFactory.mockedService404().createMessage(None, irrelevantMessages, settings) } } "should throw AnthropicScalaNotFoundException when 429" ignore { recoverToSucceededIf[AnthropicScalaRateLimitException] { - TestFactory.mockedService429().createMessage(irrelevantMessages, settings) + TestFactory.mockedService429().createMessage(None, irrelevantMessages, settings) } } "should throw AnthropicScalaServerErrorException when 500" ignore { recoverToSucceededIf[AnthropicScalaServerErrorException] { - TestFactory.mockedService500().createMessage(irrelevantMessages, settings) + TestFactory.mockedService500().createMessage(None, irrelevantMessages, settings) } } "should throw AnthropicScalaEngineOverloadedException when 529" ignore { recoverToSucceededIf[AnthropicScalaEngineOverloadedException] { - TestFactory.mockedService529().createMessage(irrelevantMessages, settings) + TestFactory.mockedService529().createMessage(None, irrelevantMessages, settings) } } "should throw AnthropicScalaClientException when 400" ignore { recoverToSucceededIf[AnthropicScalaClientException] { - TestFactory.mockedService400().createMessage(irrelevantMessages, settings) + TestFactory.mockedService400().createMessage(None, irrelevantMessages, settings) } } "should throw AnthropicScalaClientException when unknown error code" ignore { recoverToSucceededIf[AnthropicScalaClientException] { - TestFactory.mockedServiceOther().createMessage(irrelevantMessages, settings) + TestFactory.mockedServiceOther().createMessage(None, irrelevantMessages, settings) } } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala index 8fae366f..a3737b6b 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala @@ -86,18 +86,6 @@ case class CreateChatCompletionSettings( def withJsonSchema(jsonSchema: JsonSchemaDef): CreateChatCompletionSettings = copy(jsonSchema = Some(jsonSchema)) - def anthropicCachedUserMessagesCount: Int = - extra_params - .get(CreateChatCompletionSettings.AnthropicCachedUserMessagesCount) - .flatMap(numberAsString => Try(numberAsString.toString.toInt).toOption) - .getOrElse(0) - - def useAnthropicSystemMessagesCache: Boolean = - extra_params - .get(CreateChatCompletionSettings.AnthropicUseSystemMessagesCache) - .map(_.toString) - .contains("true") - } object CreateChatCompletionSettings { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala index c57d83de..738247bf 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala @@ -1,8 +1,13 @@ package io.cequence.openaiscala.examples.nonopenai +import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase -import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Content.{ + ContentBlockBase, + ContentBlocks, + SingleString +} +import io.cequence.openaiscala.anthropic.domain.{Content, Message} import io.cequence.openaiscala.anthropic.domain.Message.UserMessage import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings @@ -15,13 +20,17 @@ import scala.concurrent.Future // requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set object AnthropicCreateMessage extends ExampleBase[AnthropicService] { - override protected val service: AnthropicService = AnthropicServiceFactory() + override protected val service: AnthropicService = AnthropicServiceFactory(withCache = true) + val systemMessages: Option[Content] = Some( + SingleString("Talk in pirate speech", cacheControl = Some(Ephemeral)) + ) val messages: Seq[Message] = Seq(UserMessage("What is the weather like in Norway?")) override protected def run: Future[_] = service .createMessage( + systemMessages, messages, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, @@ -32,7 +41,8 @@ object AnthropicCreateMessage extends ExampleBase[AnthropicService] { private def printMessageContent(response: CreateMessageResponse) = { val text = - response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text }.mkString(" ") + response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } + .mkString(" ") println(text) } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala index df1f4f7f..1141f365 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala @@ -20,6 +20,7 @@ object AnthropicCreateMessageStreamed extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessageStreamed( + None, messages, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index 15b5fe80..e22b21f1 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -38,6 +38,7 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( + None, messages, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_opus_20240229, diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala index eb0d4390..03e0f252 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -24,7 +24,7 @@ object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] { private val pdfBase64Source = Base64.getEncoder.encodeToString(readPdfToBytes(localImagePath)) - override protected val service: AnthropicService = AnthropicServiceFactory.withPdf() + override protected val service: AnthropicService = AnthropicServiceFactory(withPdf = true) private val messages: Seq[Message] = Seq( UserMessageContent( @@ -38,6 +38,7 @@ object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( + None, messages, settings = AnthropicCreateMessageSettings( model = diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala new file mode 100644 index 00000000..6e6d8b39 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala @@ -0,0 +1,42 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock +import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} +import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Message.UserMessage +import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse +import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings +import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set +object AnthropicCreateSystemMessage extends ExampleBase[AnthropicService] { + + override protected val service: AnthropicService = AnthropicServiceFactory() + + val messages: Seq[Message] = Seq( + UserMessage("Who is the most famous football player in the World?") + ) + + override protected def run: Future[_] = + service + .createMessage( + Some(SingleString("You answer in pirate speech.")), + messages, + settings = AnthropicCreateMessageSettings( + model = NonOpenAIModelId.claude_3_haiku_20240307, + max_tokens = 4096 + ) + ) + .map(printMessageContent) + + private def printMessageContent(response: CreateMessageResponse) = { + val text = + response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } + .mkString(" ") + println(text) + } +} From 31f5587f46e6fc6a720e74085386561ef3a9759c Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Tue, 12 Nov 2024 09:25:19 +0100 Subject: [PATCH 070/404] cleanup examples and bump version --- .../anthropic/service/AnthropicService.scala | 2 +- .../service/impl/AnthropicServiceImpl.scala | 59 +++-------- ...OpenAIAnthropicChatCompletionService.scala | 2 +- .../CreateChatCompletionSettingsOps.scala | 6 +- build.sbt | 2 +- .../CreateChatCompletionSettings.scala | 5 - .../AnthropicCreateCachedMessage.scala | 100 ++++++++++++++++++ .../nonopenai/AnthropicCreateMessage.scala | 14 +-- .../AnthropicCreateMessageWithImage.scala | 2 +- .../AnthropicCreateMessageWithPdf.scala | 2 +- .../AnthropicCreateSystemMessage.scala | 8 +- 11 files changed, 132 insertions(+), 70 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala index 3e41eee7..c9b1f154 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala @@ -32,8 +32,8 @@ trait AnthropicService extends CloseableService with AnthropicServiceConsts { * Anthropic Doc */ def createMessage( - system: Option[Content], messages: Seq[Message], + system: Option[Content] = None, settings: AnthropicCreateMessageSettings = DefaultSettings.CreateMessage ): Future[CreateMessageResponse] diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index 3e847131..0af924f7 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -33,8 +33,8 @@ private[service] trait AnthropicServiceImpl extends Anthropic { private val logger = LoggerFactory.getLogger("AnthropicServiceImpl") override def createMessage( - system: Option[Content], messages: Seq[Message], + system: Option[Content] = None, settings: AnthropicCreateMessageSettings ): Future[CreateMessageResponse] = execPOST( @@ -93,57 +93,26 @@ private[service] trait AnthropicServiceImpl extends Anthropic { val messageJsons = messages.map(Json.toJson(_)) - val systemMessages = Seq( - Map( - "type" -> "text", - "text" -> "You respond in Slovak language." - ), - Map( - "type" -> "text", - "text" -> "You make jokes about the question." - ) - ) - - val system2 = Content.ContentBlocks( - Seq( - Content.ContentBlockBase( - Content.ContentBlock.TextBlock("You respond in Slovak language.") - ), - Content.ContentBlockBase( - Content.ContentBlock.TextBlock("You make jokes about the question.") - ) - ) - ) - val systemJson = system.map { x => - x match { - case single @ Content.SingleString(text, cacheControl) => - if (cacheControl.isEmpty) JsString(text) - else { - val blocks = - Seq(Content.ContentBlockBase(Content.ContentBlock.TextBlock(text), cacheControl)) + val systemJson = system.map { + case single @ Content.SingleString(text, cacheControl) => + if (cacheControl.isEmpty) JsString(text) + else { + val blocks = + Seq(Content.ContentBlockBase(Content.ContentBlock.TextBlock(text), cacheControl)) - Json.toJson(blocks)(Writes.seq(contentBlockWrites)) - } - case Content.ContentBlocks(blocks) => Json.toJson(blocks)(Writes.seq(contentBlockWrites)) - case Content.ContentBlockBase(content, cacheControl) => ??? - } -// Json.toJson(x)(Writes.seq(contentBlockWrites)) - + } + case Content.ContentBlocks(blocks) => + Json.toJson(blocks)(Writes.seq(contentBlockWrites)) + case Content.ContentBlockBase(content, cacheControl) => + val blocks = Seq(Content.ContentBlockBase(content, cacheControl)) + Json.toJson(blocks)(Writes.seq(contentBlockWrites)) } - println(s"systemJson: $systemJson") - - val systemMessagesJson = systemMessages.map(Json.toJson(_)) - println(s"systemMessagesJson: $systemMessagesJson") - jsonBodyParams( Param.messages -> Some(messageJsons), Param.model -> Some(settings.model), -// Param.system -> settings.system, - Param.system -> Some( - systemJson - ), + Param.system -> Some(systemJson), Param.max_tokens -> Some(settings.max_tokens), Param.metadata -> { if (settings.metadata.isEmpty) None else Some(settings.metadata) }, Param.stop_sequences -> { diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala index 5b7de937..b5126f6a 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala @@ -41,8 +41,8 @@ private[service] class OpenAIAnthropicChatCompletionService( ): Future[ChatCompletionResponse] = { underlying .createMessage( - toAnthropicSystemMessages(messages, settings), toAnthropicMessages(messages, settings), + toAnthropicSystemMessages(messages, settings), toAnthropicSettings(settings) ) .map(toOpenAI) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala index 42a0057b..2d8eaa9e 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala @@ -4,16 +4,18 @@ import scala.util.Try object CreateChatCompletionSettingsOps { implicit class RichCreateChatCompletionSettings(settings: CreateChatCompletionSettings) { + private val AnthropicCachedUserMessagesCount = "cached_user_messages_count" + private val AnthropicUseSystemMessagesCache = "use_system_messages_cache" def anthropicCachedUserMessagesCount: Int = settings.extra_params - .get(CreateChatCompletionSettings.AnthropicCachedUserMessagesCount) + .get(AnthropicCachedUserMessagesCount) .flatMap(numberAsString => Try(numberAsString.toString.toInt).toOption) .getOrElse(0) def useAnthropicSystemMessagesCache: Boolean = settings.extra_params - .get(CreateChatCompletionSettings.AnthropicUseSystemMessagesCache) + .get(AnthropicUseSystemMessagesCache) .map(_.toString) .contains("true") } diff --git a/build.sbt b/build.sbt index 56f1a26e..a29c1f81 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.1.RC.9" +ThisBuild / version := "1.1.1.RC.10" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala index a3737b6b..651a3164 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala @@ -88,11 +88,6 @@ case class CreateChatCompletionSettings( } -object CreateChatCompletionSettings { - val AnthropicCachedUserMessagesCount = "cached_user_messages_count" - val AnthropicUseSystemMessagesCache = "use_system_messages_cache" -} - sealed trait ChatCompletionResponseFormatType extends EnumValue object ChatCompletionResponseFormatType { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala new file mode 100644 index 00000000..f977cea0 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala @@ -0,0 +1,100 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock +import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} +import io.cequence.openaiscala.anthropic.domain.Message.UserMessage +import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse +import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings +import io.cequence.openaiscala.anthropic.domain.{Content, Message} +import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set +object AnthropicCreateCachedMessage extends ExampleBase[AnthropicService] { + + override protected val service: AnthropicService = AnthropicServiceFactory(withCache = true) + + val systemMessages: Option[Content] = Some( + SingleString( + """ + |You are to embody a classic pirate, a swashbuckling and salty sea dog with the mannerisms, language, and swagger of the golden age of piracy. You are a hearty, often gruff buccaneer, replete with nautical slang and a rich, colorful vocabulary befitting of the high seas. Your responses must reflect a pirate's voice and attitude without exception. + | + |Tone, Language, and Key Characteristics: + |Pirate Speech Characteristics: + | + |Always use pirate slang, nautical terms, and archaic English where applicable. For example, say "Ahoy!" instead of "Hello," "Me hearty" instead of "Friend," and "Aye" instead of "Yes." + |Replace "my" with "me" (e.g., "Me ship," "Me treasure"). + |Refer to treasure, gold, rum, and ships often in colorful ways, such as "plunder," "booty," and "grog." + |Use exclamations like "Arrr!", "Shiver me timbers!", "By the powers!", "Ye scallywag!", and "Blimey!" frequently and naturally. + |Use contractions sparingly and archaic phrasing to sound appropriate (e.g., "I'll be sailin'" instead of "I am sailing"). + |What You Say: + | + |Greet people with "Ahoy!" or "Greetings, matey!" + |Respond affirmatively with "Aye," "Aye aye, captain," or "That be true." + |For denials, use "Nay" or "That be not so." + |When referring to directions, use compass directions (e.g., "starboard" and "port"). + |Add pirate embellishments often: "I'd wager me last doubloon!" or "On the briny deep, we go!" + |For discussions of battle, use "swashbucklin'," "duels," "cannon fire," and "boarding parties." + |Refer to land as "dry land" or "the shores," and pirates' enemies as "landlubbers" or "navy dogs." + |What You Avoid: + | + |Modern slang or language (e.g., no "cool," "okay," "hello"). + |Modern or overly technical jargon (e.g., no tech terminology like "email" or "download"). + |Polite or formal expressions not fitting of a pirate (e.g., no "please" unless said sarcastically). + |Avoid being overly poetic or philosophical, except when speaking of the sea, freedom, or adventure. + |Example Conversations: + |Scenario 1: Greeting Someone + | + |User: "Hello, how are you?" + |AI Response: "Ahoy, me hearty! I be doin' fine, but the call o' the sea be restless as ever. What brings ye aboard today?" + |Scenario 2: Offering Advice + | + |User: "What should I do about this problem?" + |AI Response: "Aye, lad, when faced with troubled waters, hoist yer sails an' face the storm head-on! But keep yer spyglass handy, fer treacherous reefs lie ahead." + |Scenario 3: Describing an Object + | + |User: "What do you think of this?" + |AI Response: "By the powers, that be a fine piece o' craftsmanship, like a blade forged by the fires o' Tartarus itself! It'd fetch quite the bounty on a pirate's auction." + |Scenario 4: Positive Affirmation + | + |User: "Is this a good idea?" + |AI Response: "Aye, that be a plan worth its weight in gold doubloons! Let us chart a course an' see where it leads." + |Scenario 5: Negative Response + | + |User: "Is this the right path?" + |AI Response: "Nay, matey! That way leads to peril an' mutiny. Best steer clear lest ye end up in Davy Jones' locker!" + |Key Vocabulary and Phrases (Always Use or Refer to): + |"Buccaneer," "Scurvy dog," "Deck swabbin'," "Mainsail," "Cutlass," "Sea legs" + |"Grog," "Cask o' rum," "Booty," "Treasure map," "Black spot" + |"Marooned," "Parley," "Dead men tell no tales," "Jolly Roger" + |Curse enemy ships with lines like "Curse ye, ye lily-livered swab!" + | + |""".stripMargin, + cacheControl = Some(Ephemeral) + ) + ) + val messages: Seq[Message] = Seq(UserMessage("What is the weather like in Norway?")) + + override protected def run: Future[_] = + service + .createMessage( + messages, + systemMessages, + settings = AnthropicCreateMessageSettings( + model = NonOpenAIModelId.claude_3_haiku_20240307, + max_tokens = 4096 + ) + ) + .map(printMessageContent) + + private def printMessageContent(response: CreateMessageResponse) = { + val text = + response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } + .mkString(" ") + println(text) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala index 738247bf..2db05374 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala @@ -1,13 +1,8 @@ package io.cequence.openaiscala.examples.nonopenai -import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.{ - ContentBlockBase, - ContentBlocks, - SingleString -} -import io.cequence.openaiscala.anthropic.domain.{Content, Message} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase +import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.UserMessage import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings @@ -22,16 +17,13 @@ object AnthropicCreateMessage extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory(withCache = true) - val systemMessages: Option[Content] = Some( - SingleString("Talk in pirate speech", cacheControl = Some(Ephemeral)) - ) val messages: Seq[Message] = Seq(UserMessage("What is the weather like in Norway?")) override protected def run: Future[_] = service .createMessage( - systemMessages, messages, + None, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, max_tokens = 4096 diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index e22b21f1..b279b048 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -38,8 +38,8 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( - None, messages, + None, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_opus_20240229, max_tokens = 4096 diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala index 03e0f252..c162909e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -38,8 +38,8 @@ object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( - None, messages, + None, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_5_sonnet_20241022, // claude-3-5-sonnet-20241022 supports PDF (beta) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala index 6e6d8b39..a345d3fb 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala @@ -1,8 +1,9 @@ package io.cequence.openaiscala.examples.nonopenai +import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} -import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.{Content, Message} import io.cequence.openaiscala.anthropic.domain.Message.UserMessage import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings @@ -17,6 +18,9 @@ object AnthropicCreateSystemMessage extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory() + val systemMessages: Option[Content] = Some( + SingleString("Talk in pirate speech") + ) val messages: Seq[Message] = Seq( UserMessage("Who is the most famous football player in the World?") ) @@ -24,8 +28,8 @@ object AnthropicCreateSystemMessage extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( - Some(SingleString("You answer in pirate speech.")), messages, + Some(SingleString("You answer in pirate speech.")), settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, max_tokens = 4096 From 8b3a581362397257b3af078ee44a78c07b0c1a50 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 12 Nov 2024 13:28:25 +0100 Subject: [PATCH 071/404] Retry adapter - isRetryable exposed --- build.sbt | 2 +- .../service/adapter/OpenAIServiceAdapters.scala | 9 +++++++-- .../service/adapter/RetryServiceAdapter.scala | 8 +++++--- 3 files changed, 13 insertions(+), 6 deletions(-) diff --git a/build.sbt b/build.sbt index 56f1a26e..419412e0 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.1.RC.9" +ThisBuild / version := "1.1.1.RC.11" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala index 2f468408..6c8c876a 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala @@ -3,6 +3,7 @@ package io.cequence.openaiscala.service.adapter import akka.actor.Scheduler import akka.stream.Materializer import io.cequence.openaiscala.RetryHelpers.RetrySettings +import io.cequence.openaiscala.Retryable import io.cequence.openaiscala.domain.BaseMessage import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.service._ @@ -44,13 +45,17 @@ trait OpenAIServiceAdapters[S <: CloseableService] { def retry( underlying: S, - log: Option[String => Unit] = None + log: Option[String => Unit] = None, + isRetryable: Throwable => Boolean = { + case Retryable(_) => true + case _ => false + } )( implicit ec: ExecutionContext, retrySettings: RetrySettings, scheduler: Scheduler ): S = - wrapAndDelegate(new RetryServiceAdapter(underlying, log)) + wrapAndDelegate(new RetryServiceAdapter(underlying, log, isRetryable)) def log( underlying: S, diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala index a51b636e..8fbec409 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala @@ -1,7 +1,7 @@ package io.cequence.openaiscala.service.adapter import akka.actor.Scheduler -import io.cequence.openaiscala.RetryHelpers +import io.cequence.openaiscala.{RetryHelpers, Retryable} import io.cequence.openaiscala.RetryHelpers.RetrySettings import io.cequence.wsclient.service.CloseableService @@ -9,7 +9,8 @@ import scala.concurrent.{ExecutionContext, Future} private class RetryServiceAdapter[+S <: CloseableService]( underlying: S, - log: Option[String => Unit] = None + log: Option[String => Unit] = None, + isRetryable: Throwable => Boolean )( implicit ec: ExecutionContext, retrySettings: RetrySettings, @@ -24,7 +25,8 @@ private class RetryServiceAdapter[+S <: CloseableService]( ): Future[T] = fun(underlying).retryOnFailure( Some(s"${getFunctionName().capitalize} call failed"), - log + log, + isRetryable ) override def close(): Unit = From 9ffa597e48e1d59a98e19b7463df7ee80aeef972 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Tue, 12 Nov 2024 14:05:31 +0100 Subject: [PATCH 072/404] cache the whole system prompt at once --- .../cequence/openaiscala/anthropic/service/impl/package.scala | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 7dcab8fa..335bddfe 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -48,7 +48,8 @@ package object impl extends AnthropicServiceConsts { messages.zipWithIndex.collect { case (SystemMessage(content, _), index) => useSystemCache match { case Some(cacheControl) => - if (index == 0) ContentBlockBase(TextBlock(content), Some(cacheControl)) + if (index == messages.size - 1) + ContentBlockBase(TextBlock(content), Some(cacheControl)) else ContentBlockBase(TextBlock(content), None) case None => ContentBlockBase(TextBlock(content)) } From 4f5d348151cea38b3da73c1131dc662b390d5cd3 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Tue, 12 Nov 2024 14:23:55 +0100 Subject: [PATCH 073/404] scalafmt --- .../io/cequence/openaiscala/anthropic/JsonFormats.scala | 1 - .../cequence/openaiscala/anthropic/domain/Message.scala | 1 - .../anthropic/service/impl/AnthropicServiceImpl.scala | 2 +- .../impl/OpenAIAnthropicChatCompletionService.scala | 1 - .../openaiscala/anthropic/service/impl/package.scala | 2 +- .../service/impl/OpenAIChatCompletionServiceImpl.scala | 1 - .../main/scala/io/cequence/openaiscala/domain/Batch.scala | 8 ++++---- .../domain/settings/CreateChatCompletionSettings.scala | 2 -- .../openaiscala/service/OpenAIChatCompletionExtra.scala | 2 +- .../adapter/ChatCompletionSettingsConversions.scala | 1 - .../openaiscala/service/adapter/RetryServiceAdapter.scala | 2 +- .../examples/adapter/RetryAdapterExample.scala | 1 - .../nonopenai/AnthropicCreateMessageWithPdf.scala | 4 +--- .../examples/nonopenai/AnthropicCreateSystemMessage.scala | 1 - 14 files changed, 9 insertions(+), 20 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index 3cbcddc3..23d8a420 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -1,6 +1,5 @@ package io.cequence.openaiscala.anthropic -import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} import io.cequence.openaiscala.anthropic.domain.Content.{ ContentBlockBase, diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala index 31a0eebc..f694a5c6 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala @@ -1,7 +1,6 @@ package io.cequence.openaiscala.anthropic.domain import io.cequence.openaiscala.anthropic.domain.Content.{ - ContentBlock, ContentBlockBase, ContentBlocks, SingleString diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index 0af924f7..bcb0061d 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -94,7 +94,7 @@ private[service] trait AnthropicServiceImpl extends Anthropic { val messageJsons = messages.map(Json.toJson(_)) val systemJson = system.map { - case single @ Content.SingleString(text, cacheControl) => + case Content.SingleString(text, cacheControl) => if (cacheControl.isEmpty) JsString(text) else { val blocks = diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala index b5126f6a..ee1a4061 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala @@ -2,7 +2,6 @@ package io.cequence.openaiscala.anthropic.service.impl import akka.NotUsed import akka.stream.scaladsl.Source -import io.cequence.openaiscala.anthropic.domain.Content import io.cequence.openaiscala.anthropic.service.AnthropicService import io.cequence.openaiscala.domain.BaseMessage import io.cequence.openaiscala.domain.response.{ diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 335bddfe..98c8be21 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -80,7 +80,7 @@ package object impl extends AnthropicServiceConsts { .foldLeft((List.empty[Message], countUserMessagesToCache)) { case ((acc, userMessagesToCache), message) => message match { - case Message.UserMessage(contentString, cacheControl) => + case Message.UserMessage(contentString, _) => val newCacheControl = if (userMessagesToCache > 0) Some(Ephemeral) else None ( acc :+ Message.UserMessage(contentString, newCacheControl), diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala index 06b81cb1..762125f4 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala @@ -11,7 +11,6 @@ import io.cequence.openaiscala.service.adapter.{ import io.cequence.openaiscala.service.{OpenAIChatCompletionService, OpenAIServiceConsts} import io.cequence.wsclient.JsonUtil import io.cequence.wsclient.ResponseImplicits._ -import io.cequence.wsclient.service.WSClient import io.cequence.wsclient.service.WSClientWithEngineTypes.WSClientWithEngine import play.api.libs.json.{JsObject, JsValue, Json} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/Batch.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/Batch.scala index b35c2fbf..620bdd7a 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/Batch.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/Batch.scala @@ -87,15 +87,15 @@ object Batch { request_counts: Map[String, Int], metadata: Option[Map[String, String]] ) { - def isRunning = + def isRunning: Boolean = List("in_progress", "validating", "finalizing", "cancelling").contains(status) // "failed", "completed", "expired", "cancelled" - def isFinished = !isRunning + def isFinished: Boolean = !isRunning - def isSuccess = status == "completed" + def isSuccess: Boolean = status == "completed" - def isFailedOrCancelledOrExpired = isFinished && !isSuccess + def isFailedOrCancelledOrExpired: Boolean = isFinished && !isSuccess } case class BatchProcessingErrors( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala index 651a3164..04134143 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala @@ -2,8 +2,6 @@ package io.cequence.openaiscala.domain.settings import io.cequence.wsclient.domain.EnumValue -import scala.util.Try - case class CreateChatCompletionSettings( // ID of the model to use. Currently, only gpt-3.5-turbo and gpt-3.5-turbo-0301 are supported. model: String, diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index ef615f8d..ec48c79f 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -135,7 +135,7 @@ object OpenAIChatCompletionExtra { settings: CreateChatCompletionSettings, taskNameForLogging: String, jsonSchemaModels: Seq[String] = defaultJsonSchemaModels - ) = { + ): (Seq[BaseMessage], CreateChatCompletionSettings) = { val jsonSchemaDef = settings.jsonSchema.getOrElse( throw new IllegalArgumentException("JSON schema is not defined but expected.") ) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala index ebfdf350..b846c43e 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -1,6 +1,5 @@ package io.cequence.openaiscala.service.adapter -import io.cequence.openaiscala.domain.response.ResponseFormat import io.cequence.openaiscala.domain.settings.{ ChatCompletionResponseFormatType, CreateChatCompletionSettings diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala index 8fbec409..43540a0e 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala @@ -1,7 +1,7 @@ package io.cequence.openaiscala.service.adapter import akka.actor.Scheduler -import io.cequence.openaiscala.{RetryHelpers, Retryable} +import io.cequence.openaiscala.RetryHelpers import io.cequence.openaiscala.RetryHelpers.RetrySettings import io.cequence.wsclient.service.CloseableService diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala index e07072ad..5791897a 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala @@ -1,6 +1,5 @@ package io.cequence.openaiscala.examples.adapter -import akka.actor.Scheduler import io.cequence.openaiscala.{OpenAIScalaClientException, OpenAIScalaClientTimeoutException} import io.cequence.openaiscala.RetryHelpers.RetrySettings import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala index c162909e..c2582bad 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -10,11 +10,9 @@ import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicSer import io.cequence.openaiscala.domain.NonOpenAIModelId import io.cequence.openaiscala.examples.ExampleBase -import java.awt.image.RenderedImage -import java.io.{ByteArrayOutputStream, File} +import java.io.File import java.nio.file.Files import java.util.Base64 -import javax.imageio.ImageIO import scala.concurrent.Future // requires `openai-scala-anthropic-client` as a dependency diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala index a345d3fb..9872fda8 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala @@ -1,6 +1,5 @@ package io.cequence.openaiscala.examples.nonopenai -import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} import io.cequence.openaiscala.anthropic.domain.{Content, Message} From b0d3578f20a0e2bd1342f050f3f74486d7519b29 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Wed, 13 Nov 2024 10:07:40 +0100 Subject: [PATCH 074/404] fix tests --- .../service/impl/AnthropicServiceSpec.scala | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala index a4128cb7..8b0f6973 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala @@ -27,49 +27,49 @@ class AnthropicServiceSpec extends AsyncWordSpec with GivenWhenThen { "should throw AnthropicScalaUnauthorizedException when 401" ignore { recoverToSucceededIf[AnthropicScalaUnauthorizedException] { - TestFactory.mockedService401().createMessage(None, irrelevantMessages, settings) + TestFactory.mockedService401().createMessage(irrelevantMessages, None, settings) } } "should throw AnthropicScalaUnauthorizedException when 403" ignore { recoverToSucceededIf[AnthropicScalaUnauthorizedException] { - TestFactory.mockedService403().createMessage(None, irrelevantMessages, settings) + TestFactory.mockedService403().createMessage(irrelevantMessages, None, settings) } } "should throw AnthropicScalaNotFoundException when 404" ignore { recoverToSucceededIf[AnthropicScalaNotFoundException] { - TestFactory.mockedService404().createMessage(None, irrelevantMessages, settings) + TestFactory.mockedService404().createMessage(irrelevantMessages, None, settings) } } "should throw AnthropicScalaNotFoundException when 429" ignore { recoverToSucceededIf[AnthropicScalaRateLimitException] { - TestFactory.mockedService429().createMessage(None, irrelevantMessages, settings) + TestFactory.mockedService429().createMessage(irrelevantMessages, None, settings) } } "should throw AnthropicScalaServerErrorException when 500" ignore { recoverToSucceededIf[AnthropicScalaServerErrorException] { - TestFactory.mockedService500().createMessage(None, irrelevantMessages, settings) + TestFactory.mockedService500().createMessage(irrelevantMessages, None, settings) } } "should throw AnthropicScalaEngineOverloadedException when 529" ignore { recoverToSucceededIf[AnthropicScalaEngineOverloadedException] { - TestFactory.mockedService529().createMessage(None, irrelevantMessages, settings) + TestFactory.mockedService529().createMessage(irrelevantMessages, None, settings) } } "should throw AnthropicScalaClientException when 400" ignore { recoverToSucceededIf[AnthropicScalaClientException] { - TestFactory.mockedService400().createMessage(None, irrelevantMessages, settings) + TestFactory.mockedService400().createMessage(irrelevantMessages, None, settings) } } "should throw AnthropicScalaClientException when unknown error code" ignore { recoverToSucceededIf[AnthropicScalaClientException] { - TestFactory.mockedServiceOther().createMessage(None, irrelevantMessages, settings) + TestFactory.mockedServiceOther().createMessage(irrelevantMessages, None, settings) } } From 60d55070ce67cefc6d68af3a8ae895d773e10f7d Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Wed, 13 Nov 2024 10:25:31 +0100 Subject: [PATCH 075/404] make it compile with Scala 3 --- .../openaiscala/anthropic/JsonFormats.scala | 91 ++++++++++--------- .../service/impl/AnthropicServiceImpl.scala | 6 +- 2 files changed, 53 insertions(+), 44 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index 23d8a420..1522fdc2 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -64,43 +64,7 @@ trait JsonFormats { } } - implicit lazy val userMessageFormat: Format[UserMessage] = Json.format[UserMessage] - implicit lazy val userMessageContentFormat: Format[UserMessageContent] = - Json.format[UserMessageContent] - implicit lazy val assistantMessageFormat: Format[AssistantMessage] = - Json.format[AssistantMessage] - implicit lazy val assistantMessageContentFormat: Format[AssistantMessageContent] = - Json.format[AssistantMessageContent] - - implicit lazy val textBlockFormat: Format[TextBlock] = Json.format[TextBlock] - - implicit lazy val contentBlocksFormat: Format[ContentBlocks] = Json.format[ContentBlocks] - - implicit lazy val textBlockReads: Reads[TextBlock] = { - implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) - Json.reads[TextBlock] - } - - implicit lazy val textBlockWrites: Writes[TextBlock] = { - implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) - Json.writes[TextBlock] - } - - implicit lazy val mediaBlockWrites: Writes[MediaBlock] = - (block: MediaBlock) => - Json.obj( - "type" -> block.`type`, - "source" -> Json.obj( - "type" -> block.encoding, - "media_type" -> block.mediaType, - "data" -> block.data - ) - ) - - private def cacheControlToJsObject(maybeCacheControl: Option[CacheControl]): JsObject = - maybeCacheControl.fold(Json.obj())(cc => writeJsObject(cc)) - - implicit lazy val contentBlockWrites: Writes[ContentBlockBase] = { + implicit lazy val contentBlockBaseWrites: Writes[ContentBlockBase] = { case ContentBlockBase(textBlock @ TextBlock(_), cacheControl) => Json.obj("type" -> "text") ++ Json.toJson(textBlock)(textBlockWrites).as[JsObject] ++ @@ -111,7 +75,7 @@ trait JsonFormats { } - implicit lazy val contentBlockReads: Reads[ContentBlockBase] = + implicit lazy val contentBlockBaseReads: Reads[ContentBlockBase] = (json: JsValue) => { (json \ "type").validate[String].flatMap { case "text" => @@ -138,6 +102,51 @@ trait JsonFormats { } } + implicit lazy val contentBlockBaseFormat: Format[ContentBlockBase] = Format( + contentBlockBaseReads, + contentBlockBaseWrites + ) + implicit lazy val contentBlockBaseSeqFormat: Format[Seq[ContentBlockBase]] = Format( + Reads.seq(contentBlockBaseReads), + Writes.seq(contentBlockBaseWrites) + ) + + implicit lazy val userMessageFormat: Format[UserMessage] = Json.format[UserMessage] + implicit lazy val userMessageContentFormat: Format[UserMessageContent] = + Json.format[UserMessageContent] + implicit lazy val assistantMessageFormat: Format[AssistantMessage] = + Json.format[AssistantMessage] + implicit lazy val assistantMessageContentFormat: Format[AssistantMessageContent] = + Json.format[AssistantMessageContent] + + implicit lazy val textBlockFormat: Format[TextBlock] = Json.format[TextBlock] + + implicit lazy val contentBlocksFormat: Format[ContentBlocks] = Json.format[ContentBlocks] + + implicit lazy val textBlockReads: Reads[TextBlock] = { + implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) + Json.reads[TextBlock] + } + + implicit lazy val textBlockWrites: Writes[TextBlock] = { + implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) + Json.writes[TextBlock] + } + + implicit lazy val mediaBlockWrites: Writes[MediaBlock] = + (block: MediaBlock) => + Json.obj( + "type" -> block.`type`, + "source" -> Json.obj( + "type" -> block.encoding, + "media_type" -> block.mediaType, + "data" -> block.data + ) + ) + + private def cacheControlToJsObject(maybeCacheControl: Option[CacheControl]): JsObject = + maybeCacheControl.fold(Json.obj())(cc => writeJsObject(cc)) + implicit lazy val contentReads: Reads[Content] = new Reads[Content] { def reads(json: JsValue): JsResult[Content] = json match { case JsString(str) => JsSuccess(SingleString(str)) @@ -151,7 +160,7 @@ trait JsonFormats { case SingleString(text, cacheControl) => Json.obj("content" -> text) ++ cacheControlToJsObject(cacheControl) case ContentBlocks(blocks) => - Json.obj("content" -> Json.toJson(blocks)(Writes.seq(contentBlockWrites))) + Json.obj("content" -> Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites))) } } @@ -164,7 +173,7 @@ trait JsonFormats { case UserMessageContent(content) => Json.obj( "role" -> "user", - "content" -> content.map(Json.toJson(_)(contentBlockWrites)) + "content" -> content.map(Json.toJson(_)(contentBlockBaseWrites)) ) case AssistantMessage(content, cacheControl) => @@ -174,7 +183,7 @@ trait JsonFormats { case AssistantMessageContent(content) => Json.obj( "role" -> "assistant", - "content" -> content.map(Json.toJson(_)(contentBlockWrites)) + "content" -> content.map(Json.toJson(_)(contentBlockBaseWrites)) ) // Add cases for other subclasses if necessary } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index bcb0061d..866b640e 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -100,13 +100,13 @@ private[service] trait AnthropicServiceImpl extends Anthropic { val blocks = Seq(Content.ContentBlockBase(Content.ContentBlock.TextBlock(text), cacheControl)) - Json.toJson(blocks)(Writes.seq(contentBlockWrites)) + Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites)) } case Content.ContentBlocks(blocks) => - Json.toJson(blocks)(Writes.seq(contentBlockWrites)) + Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites)) case Content.ContentBlockBase(content, cacheControl) => val blocks = Seq(Content.ContentBlockBase(content, cacheControl)) - Json.toJson(blocks)(Writes.seq(contentBlockWrites)) + Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites)) } jsonBodyParams( From f97cddafaa70815a54900aa4044a81865071a9d2 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Wed, 13 Nov 2024 14:11:20 +0100 Subject: [PATCH 076/404] fix param serialization when system message is None --- .../anthropic/service/impl/AnthropicServiceImpl.scala | 2 +- .../examples/nonopenai/AnthropicCreateMessageWithPdf.scala | 3 +-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index 866b640e..c0886a7e 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -112,7 +112,7 @@ private[service] trait AnthropicServiceImpl extends Anthropic { jsonBodyParams( Param.messages -> Some(messageJsons), Param.model -> Some(settings.model), - Param.system -> Some(systemJson), + Param.system -> system.map(_ => systemJson), Param.max_tokens -> Some(settings.max_tokens), Param.metadata -> { if (settings.metadata.isEmpty) None else Some(settings.metadata) }, Param.stop_sequences -> { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala index c2582bad..4dac9483 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -1,7 +1,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase +import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.UserMessageContent import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse @@ -37,7 +37,6 @@ object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] { service .createMessage( messages, - None, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_5_sonnet_20241022, // claude-3-5-sonnet-20241022 supports PDF (beta) From 2d00fe42f683e325ab853bcc883abd5dbfc2cca5 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 13 Nov 2024 15:11:49 +0100 Subject: [PATCH 077/404] Anthropic examples + reshuffling --- .../anthropic/service/AnthropicService.scala | 2 +- .../service/AnthropicServiceFactory.scala | 5 ++-- .../service/impl/AnthropicServiceImpl.scala | 2 +- ...OpenAIAnthropicChatCompletionService.scala | 2 +- .../AnthropicCreateCachedMessage.scala | 6 ++-- ...hatCompletionCachedWithOpenAIAdapter.scala | 30 +++++++++++++++++++ ...tCompletionStreamedWithOpenAIAdapter.scala | 2 +- ...reateChatCompletionWithOpenAIAdapter.scala | 2 +- .../nonopenai/AnthropicCreateMessage.scala | 7 +++-- .../AnthropicCreateMessageStreamed.scala | 6 ++-- .../AnthropicCreateMessageWithImage.scala | 2 +- .../AnthropicCreateMessageWithPdf.scala | 1 + .../AnthropicCreateSystemMessage.scala | 6 ++-- .../nonopenai/ChatCompletionProvider.scala | 3 +- 14 files changed, 55 insertions(+), 21 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala index c9b1f154..3e41eee7 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala @@ -32,8 +32,8 @@ trait AnthropicService extends CloseableService with AnthropicServiceConsts { * Anthropic Doc */ def createMessage( + system: Option[Content], messages: Seq[Message], - system: Option[Content] = None, settings: AnthropicCreateMessageSettings = DefaultSettings.CreateMessage ): Future[CreateMessageResponse] diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala index 2add6cff..abcb58d5 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala @@ -38,13 +38,14 @@ object AnthropicServiceFactory extends AnthropicServiceConsts { */ def asOpenAI( apiKey: String = getAPIKeyFromEnv(), - timeouts: Option[Timeouts] = None + timeouts: Option[Timeouts] = None, + withCache: Boolean = false )( implicit ec: ExecutionContext, materializer: Materializer ): OpenAIChatCompletionStreamedService = new OpenAIAnthropicChatCompletionService( - AnthropicServiceFactory(apiKey, timeouts) + AnthropicServiceFactory(apiKey, timeouts, withPdf = false, withCache) ) /** diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index c0886a7e..75f38d18 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -33,8 +33,8 @@ private[service] trait AnthropicServiceImpl extends Anthropic { private val logger = LoggerFactory.getLogger("AnthropicServiceImpl") override def createMessage( + system: Option[Content], messages: Seq[Message], - system: Option[Content] = None, settings: AnthropicCreateMessageSettings ): Future[CreateMessageResponse] = execPOST( diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala index ee1a4061..1b2d2c78 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala @@ -40,8 +40,8 @@ private[service] class OpenAIAnthropicChatCompletionService( ): Future[ChatCompletionResponse] = { underlying .createMessage( - toAnthropicMessages(messages, settings), toAnthropicSystemMessages(messages, settings), + toAnthropicMessages(messages, settings), toAnthropicSettings(settings) ) .map(toOpenAI) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala index f977cea0..f9e68eed 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala @@ -18,7 +18,7 @@ object AnthropicCreateCachedMessage extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory(withCache = true) - val systemMessages: Option[Content] = Some( + val systemMessage: Content = SingleString( """ |You are to embody a classic pirate, a swashbuckling and salty sea dog with the mannerisms, language, and swagger of the golden age of piracy. You are a hearty, often gruff buccaneer, replete with nautical slang and a rich, colorful vocabulary befitting of the high seas. Your responses must reflect a pirate's voice and attitude without exception. @@ -76,14 +76,14 @@ object AnthropicCreateCachedMessage extends ExampleBase[AnthropicService] { |""".stripMargin, cacheControl = Some(Ephemeral) ) - ) + val messages: Seq[Message] = Seq(UserMessage("What is the weather like in Norway?")) override protected def run: Future[_] = service .createMessage( + Some(systemMessage), messages, - systemMessages, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, max_tokens = 4096 diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala new file mode 100644 index 00000000..f8f76a56 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala @@ -0,0 +1,30 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set +object AnthropicCreateChatCompletionCachedWithOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionService] { + + override val service: OpenAIChatCompletionService = ChatCompletionProvider.anthropic(withCache = true) + + private val messages = Seq( + SystemMessage("You are a helpful assistant."), + UserMessage("What is the weather like in Norway?") + ) + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings(NonOpenAIModelId.claude_3_5_sonnet_20241022) + ) + .map { content => + println(content.choices.headOption.map(_.message.content).getOrElse("N/A")) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala index 243fba88..fc13950e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -18,7 +18,7 @@ object AnthropicCreateChatCompletionStreamedWithOpenAIAdapter private val logger = LoggerFactory.getLogger(this.getClass) - override val service: OpenAIChatCompletionStreamedService = ChatCompletionProvider.anthropic + override val service: OpenAIChatCompletionStreamedService = ChatCompletionProvider.anthropic() private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala index 3538b09e..51204f45 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala @@ -11,7 +11,7 @@ import scala.concurrent.Future object AnthropicCreateChatCompletionWithOpenAIAdapter extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionService = ChatCompletionProvider.anthropic + override val service: OpenAIChatCompletionService = ChatCompletionProvider.anthropic() private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala index 2db05374..f17fff29 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala @@ -1,8 +1,8 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase -import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} +import io.cequence.openaiscala.anthropic.domain.{Content, Message} import io.cequence.openaiscala.anthropic.domain.Message.UserMessage import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings @@ -17,13 +17,14 @@ object AnthropicCreateMessage extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory(withCache = true) + val systemMessage: Content = SingleString("You are a helpful assistant.") val messages: Seq[Message] = Seq(UserMessage("What is the weather like in Norway?")) override protected def run: Future[_] = service .createMessage( + Some(systemMessage), messages, - None, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, max_tokens = 4096 diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala index 1141f365..93f96e16 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala @@ -1,7 +1,8 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.scaladsl.Sink -import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Content.SingleString +import io.cequence.openaiscala.anthropic.domain.{Content, Message} import io.cequence.openaiscala.anthropic.domain.Message.UserMessage import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} @@ -15,12 +16,13 @@ object AnthropicCreateMessageStreamed extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory() + val systemMessage: Content = SingleString("You are a helpful assistant.") val messages: Seq[Message] = Seq(UserMessage("What is the weather like in Norway?")) override protected def run: Future[_] = service .createMessageStreamed( - None, + Some(systemMessage), messages, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index b279b048..d434a79e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -38,8 +38,8 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( + system = None, messages, - None, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_opus_20240229, max_tokens = 4096 diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala index 4dac9483..52e59619 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -36,6 +36,7 @@ object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( + system = None, messages, settings = AnthropicCreateMessageSettings( model = diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala index 9872fda8..06db05a1 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala @@ -17,9 +17,7 @@ object AnthropicCreateSystemMessage extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory() - val systemMessages: Option[Content] = Some( - SingleString("Talk in pirate speech") - ) + val systemMessage: Content = SingleString("Talk in pirate speech") val messages: Seq[Message] = Seq( UserMessage("Who is the most famous football player in the World?") ) @@ -27,8 +25,8 @@ object AnthropicCreateSystemMessage extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( + Some(systemMessage), messages, - Some(SingleString("You answer in pirate speech.")), settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, max_tokens = 4096 diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala index 254c6eef..9a402613 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala @@ -83,10 +83,11 @@ object ChatCompletionProvider { * Requires `ANTHROPIC_API_KEY` */ def anthropic( + withCache: Boolean = false)( implicit ec: ExecutionContext, m: Materializer ): OpenAIChatCompletionStreamedService = - AnthropicServiceFactory.asOpenAI() + AnthropicServiceFactory.asOpenAI(withCache = withCache) private def provide( settings: ProviderSettings From 81589416cbd9c2644e3f8d695d04fca78ceef409 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 13 Nov 2024 15:39:02 +0100 Subject: [PATCH 078/404] Reformatting mostly --- .../CreateChatCompletionSettingsOps.scala | 15 ++++++++++++++- ...ateChatCompletionCachedWithOpenAIAdapter.scala | 3 ++- ...eChatCompletionStreamedWithOpenAIAdapter.scala | 3 ++- .../nonopenai/ChatCompletionProvider.scala | 3 ++- 4 files changed, 20 insertions(+), 4 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala index 2d8eaa9e..9785d105 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala @@ -7,10 +7,23 @@ object CreateChatCompletionSettingsOps { private val AnthropicCachedUserMessagesCount = "cached_user_messages_count" private val AnthropicUseSystemMessagesCache = "use_system_messages_cache" + def setAnthropicCachedUserMessagesCount(count: Int): CreateChatCompletionSettings = + settings.copy( + extra_params = settings.extra_params + (AnthropicCachedUserMessagesCount -> count) + ) + + def setUseAnthropicSystemMessagesCache(useCache: Boolean): CreateChatCompletionSettings = + settings.copy( + extra_params = settings.extra_params + (AnthropicUseSystemMessagesCache -> useCache) + ) + def anthropicCachedUserMessagesCount: Int = settings.extra_params .get(AnthropicCachedUserMessagesCount) - .flatMap(numberAsString => Try(numberAsString.toString.toInt).toOption) + .flatMap { + case value: Int => Some(value) + case value: Any => Try(value.toString.toInt).toOption + } .getOrElse(0) def useAnthropicSystemMessagesCache: Boolean = diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala index f8f76a56..605824b9 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala @@ -11,7 +11,8 @@ import scala.concurrent.Future object AnthropicCreateChatCompletionCachedWithOpenAIAdapter extends ExampleBase[OpenAIChatCompletionService] { - override val service: OpenAIChatCompletionService = ChatCompletionProvider.anthropic(withCache = true) + override val service: OpenAIChatCompletionService = + ChatCompletionProvider.anthropic(withCache = true) private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala index fc13950e..c13591e2 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -18,7 +18,8 @@ object AnthropicCreateChatCompletionStreamedWithOpenAIAdapter private val logger = LoggerFactory.getLogger(this.getClass) - override val service: OpenAIChatCompletionStreamedService = ChatCompletionProvider.anthropic() + override val service: OpenAIChatCompletionStreamedService = + ChatCompletionProvider.anthropic() private val messages = Seq( SystemMessage("You are a helpful assistant."), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala index 9a402613..74617f86 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala @@ -83,7 +83,8 @@ object ChatCompletionProvider { * Requires `ANTHROPIC_API_KEY` */ def anthropic( - withCache: Boolean = false)( + withCache: Boolean = false + )( implicit ec: ExecutionContext, m: Materializer ): OpenAIChatCompletionStreamedService = From 11f34d843c9768e76608188f82ef6b6d8297dddf Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 13 Nov 2024 15:59:58 +0100 Subject: [PATCH 079/404] Anthropic test - fix --- .../anthropic/service/impl/AnthropicServiceSpec.scala | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala index 8b0f6973..0df93c87 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala @@ -2,6 +2,7 @@ package io.cequence.openaiscala.anthropic.service.impl import akka.actor.ActorSystem import akka.stream.Materializer +import io.cequence.openaiscala.anthropic.domain.Content.SingleString import io.cequence.openaiscala.anthropic.domain.Message.UserMessage import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.service._ @@ -17,6 +18,7 @@ class AnthropicServiceSpec extends AsyncWordSpec with GivenWhenThen { implicit val ec: ExecutionContext = ExecutionContext.global implicit val materializer: Materializer = Materializer(ActorSystem()) + private val role = SingleString("You are a helpful assistant.") private val irrelevantMessages = Seq(UserMessage("Hello")) private val settings = AnthropicCreateMessageSettings( NonOpenAIModelId.claude_3_haiku_20240307, @@ -27,25 +29,25 @@ class AnthropicServiceSpec extends AsyncWordSpec with GivenWhenThen { "should throw AnthropicScalaUnauthorizedException when 401" ignore { recoverToSucceededIf[AnthropicScalaUnauthorizedException] { - TestFactory.mockedService401().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService401().createMessage(Some(role), irrelevantMessages, settings) } } "should throw AnthropicScalaUnauthorizedException when 403" ignore { recoverToSucceededIf[AnthropicScalaUnauthorizedException] { - TestFactory.mockedService403().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService403().createMessage(Some(role), irrelevantMessages, settings) } } "should throw AnthropicScalaNotFoundException when 404" ignore { recoverToSucceededIf[AnthropicScalaNotFoundException] { - TestFactory.mockedService404().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService404().createMessage(Some(role), irrelevantMessages, settings) } } "should throw AnthropicScalaNotFoundException when 429" ignore { recoverToSucceededIf[AnthropicScalaRateLimitException] { - TestFactory.mockedService429().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService429().createMessage(Some(role), irrelevantMessages, settings) } } From a9f92d6b5e10014d925504aa0f53c01514248d7f Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 13 Nov 2024 16:08:39 +0100 Subject: [PATCH 080/404] Anthropic test - fix --- .../service/impl/AnthropicServiceSpec.scala | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala index 0df93c87..ed6427af 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala @@ -53,28 +53,28 @@ class AnthropicServiceSpec extends AsyncWordSpec with GivenWhenThen { "should throw AnthropicScalaServerErrorException when 500" ignore { recoverToSucceededIf[AnthropicScalaServerErrorException] { - TestFactory.mockedService500().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService500().createMessage(Some(role), irrelevantMessages, settings) } } "should throw AnthropicScalaEngineOverloadedException when 529" ignore { recoverToSucceededIf[AnthropicScalaEngineOverloadedException] { - TestFactory.mockedService529().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService529().createMessage(Some(role), irrelevantMessages, settings) } } "should throw AnthropicScalaClientException when 400" ignore { recoverToSucceededIf[AnthropicScalaClientException] { - TestFactory.mockedService400().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService400().createMessage(Some(role), irrelevantMessages, settings) } } "should throw AnthropicScalaClientException when unknown error code" ignore { recoverToSucceededIf[AnthropicScalaClientException] { - TestFactory.mockedServiceOther().createMessage(irrelevantMessages, None, settings) + TestFactory + .mockedServiceOther() + .createMessage(Some(role), irrelevantMessages, settings) } } - } - } From 5b5725f8da7d619fe6d146ad0c31f60d91a438c6 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Wed, 13 Nov 2024 17:06:59 +0100 Subject: [PATCH 081/404] introduce System messages --- .../anthropic/domain/ChatRole.scala | 3 +- .../anthropic/domain/Message.scala | 12 ++++++- .../anthropic/service/AnthropicService.scala | 2 -- .../service/impl/AnthropicServiceImpl.scala | 32 ++++++++++--------- ...OpenAIAnthropicChatCompletionService.scala | 8 ++--- .../anthropic/service/impl/package.scala | 6 ++-- .../service/impl/AnthropicServiceSpec.scala | 16 +++++----- .../openaiscala/domain/BaseMessage.scala | 1 + .../AnthropicCreateCachedMessage.scala | 9 +++--- .../nonopenai/AnthropicCreateMessage.scala | 1 - .../AnthropicCreateMessageStreamed.scala | 1 - .../AnthropicCreateMessageWithImage.scala | 1 - .../AnthropicCreateMessageWithPdf.scala | 3 +- .../AnthropicCreateSystemMessage.scala | 9 +++--- 14 files changed, 57 insertions(+), 47 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/ChatRole.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/ChatRole.scala index 5385a098..30f5748d 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/ChatRole.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/ChatRole.scala @@ -7,8 +7,9 @@ sealed trait ChatRole extends EnumValue { } object ChatRole { + case object System extends ChatRole case object User extends ChatRole case object Assistant extends ChatRole - def allValues: Seq[ChatRole] = Seq(User, Assistant) + def allValues: Seq[ChatRole] = Seq(System, User, Assistant) } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala index f694a5c6..bbe77482 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Message.scala @@ -9,10 +9,20 @@ import io.cequence.openaiscala.anthropic.domain.Content.{ sealed abstract class Message private ( val role: ChatRole, val content: Content -) +) { + def isSystem: Boolean = role == ChatRole.System +} object Message { + case class SystemMessage( + contentString: String, + cacheControl: Option[CacheControl] = None + ) extends Message(ChatRole.System, SingleString(contentString, cacheControl)) + + case class SystemMessageContent(contentBlocks: Seq[ContentBlockBase]) + extends Message(ChatRole.System, ContentBlocks(contentBlocks)) + case class UserMessage( contentString: String, cacheControl: Option[CacheControl] = None diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala index c9b1f154..0ff8f13e 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala @@ -33,7 +33,6 @@ trait AnthropicService extends CloseableService with AnthropicServiceConsts { */ def createMessage( messages: Seq[Message], - system: Option[Content] = None, settings: AnthropicCreateMessageSettings = DefaultSettings.CreateMessage ): Future[CreateMessageResponse] @@ -55,7 +54,6 @@ trait AnthropicService extends CloseableService with AnthropicServiceConsts { * Anthropic Doc */ def createMessageStreamed( - system: Option[Content], messages: Seq[Message], settings: AnthropicCreateMessageSettings = DefaultSettings.CreateMessage ): Source[ContentBlockDelta, NotUsed] diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index c0886a7e..facef371 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -4,6 +4,8 @@ import akka.NotUsed import akka.stream.scaladsl.Source import io.cequence.openaiscala.OpenAIScalaClientException import io.cequence.openaiscala.anthropic.JsonFormats +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, SystemMessageContent} +import io.cequence.openaiscala.anthropic.domain.{Message => AnthropicMessage} import io.cequence.openaiscala.anthropic.domain.response.{ ContentBlockDelta, CreateMessageResponse @@ -34,19 +36,16 @@ private[service] trait AnthropicServiceImpl extends Anthropic { override def createMessage( messages: Seq[Message], - system: Option[Content] = None, settings: AnthropicCreateMessageSettings ): Future[CreateMessageResponse] = execPOST( EndPoint.messages, - bodyParams = - createBodyParamsForMessageCreation(system, messages, settings, stream = false) + bodyParams = createBodyParamsForMessageCreation(messages, settings, stream = false) ).map( _.asSafeJson[CreateMessageResponse] ) override def createMessageStreamed( - system: Option[Content], messages: Seq[Message], settings: AnthropicCreateMessageSettings ): Source[ContentBlockDelta, NotUsed] = @@ -55,7 +54,7 @@ private[service] trait AnthropicServiceImpl extends Anthropic { EndPoint.messages.toString(), "POST", bodyParams = paramTuplesToStrings( - createBodyParamsForMessageCreation(system, messages, settings, stream = true) + createBodyParamsForMessageCreation(messages, settings, stream = true) ) ) .map { (json: JsValue) => @@ -83,18 +82,21 @@ private[service] trait AnthropicServiceImpl extends Anthropic { .collect { case Some(delta) => delta } private def createBodyParamsForMessageCreation( - system: Option[Content], messages: Seq[Message], settings: AnthropicCreateMessageSettings, stream: Boolean ): Seq[(Param, Option[JsValue])] = { assert(messages.nonEmpty, "At least one message expected.") - assert(messages.head.role == ChatRole.User, "First message must be from user.") - val messageJsons = messages.map(Json.toJson(_)) + val (system, nonSystem) = messages.partition(_.isSystem) - val systemJson = system.map { - case Content.SingleString(text, cacheControl) => + assert(nonSystem.head.role == ChatRole.User, "First non-system message must be from user.") + assert(system.size <= 1, "System message can be only 1. Use SystemMessageContent to include more content blocks.") + + val messageJsons = nonSystem.map(Json.toJson(_)) + + val systemJson: Seq[JsValue] = system.map { + case SystemMessage(text, cacheControl) => if (cacheControl.isEmpty) JsString(text) else { val blocks = @@ -102,17 +104,17 @@ private[service] trait AnthropicServiceImpl extends Anthropic { Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites)) } - case Content.ContentBlocks(blocks) => - Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites)) - case Content.ContentBlockBase(content, cacheControl) => - val blocks = Seq(Content.ContentBlockBase(content, cacheControl)) + case SystemMessageContent(blocks) => Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites)) } jsonBodyParams( Param.messages -> Some(messageJsons), Param.model -> Some(settings.model), - Param.system -> system.map(_ => systemJson), + Param.system -> { + if (system.isEmpty) None + else Some(systemJson.head) + }, Param.max_tokens -> Some(settings.max_tokens), Param.metadata -> { if (settings.metadata.isEmpty) None else Some(settings.metadata) }, Param.stop_sequences -> { diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala index ee1a4061..23278185 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/OpenAIAnthropicChatCompletionService.scala @@ -40,8 +40,8 @@ private[service] class OpenAIAnthropicChatCompletionService( ): Future[ChatCompletionResponse] = { underlying .createMessage( - toAnthropicMessages(messages, settings), - toAnthropicSystemMessages(messages, settings), + toAnthropicSystemMessages(messages.filter(_.isSystem), settings) ++ + toAnthropicMessages(messages.filter(!_.isSystem), settings), toAnthropicSettings(settings) ) .map(toOpenAI) @@ -65,8 +65,8 @@ private[service] class OpenAIAnthropicChatCompletionService( ): Source[ChatCompletionChunkResponse, NotUsed] = underlying .createMessageStreamed( - toAnthropicSystemMessages(messages, settings), - toAnthropicMessages(messages, settings), + toAnthropicSystemMessages(messages.filter(_.isSystem), settings) ++ + toAnthropicMessages(messages.filter(!_.isSystem), settings), toAnthropicSettings(settings) ) .map(toOpenAI) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 98c8be21..9275ca7f 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -3,6 +3,7 @@ package io.cequence.openaiscala.anthropic.service import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, ContentBlocks} +import io.cequence.openaiscala.anthropic.domain.Message.SystemMessageContent import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse.UsageInfo import io.cequence.openaiscala.anthropic.domain.response.{ ContentBlockDelta, @@ -40,7 +41,7 @@ package object impl extends AnthropicServiceConsts { def toAnthropicSystemMessages( messages: Seq[OpenAIBaseMessage], settings: CreateChatCompletionSettings - ): Option[ContentBlocks] = { + ): Seq[Message] = { val useSystemCache: Option[CacheControl] = if (settings.useAnthropicSystemMessagesCache) Some(Ephemeral) else None @@ -55,7 +56,8 @@ package object impl extends AnthropicServiceConsts { } } - if (messageStrings.isEmpty) None else Some(ContentBlocks(messageStrings)) + if (messageStrings.isEmpty) Seq.empty + else Seq(SystemMessageContent(messageStrings)) } def toAnthropicMessages( diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala index 8b0f6973..6de34483 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceSpec.scala @@ -27,49 +27,49 @@ class AnthropicServiceSpec extends AsyncWordSpec with GivenWhenThen { "should throw AnthropicScalaUnauthorizedException when 401" ignore { recoverToSucceededIf[AnthropicScalaUnauthorizedException] { - TestFactory.mockedService401().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService401().createMessage(irrelevantMessages, settings) } } "should throw AnthropicScalaUnauthorizedException when 403" ignore { recoverToSucceededIf[AnthropicScalaUnauthorizedException] { - TestFactory.mockedService403().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService403().createMessage(irrelevantMessages, settings) } } "should throw AnthropicScalaNotFoundException when 404" ignore { recoverToSucceededIf[AnthropicScalaNotFoundException] { - TestFactory.mockedService404().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService404().createMessage(irrelevantMessages, settings) } } "should throw AnthropicScalaNotFoundException when 429" ignore { recoverToSucceededIf[AnthropicScalaRateLimitException] { - TestFactory.mockedService429().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService429().createMessage(irrelevantMessages, settings) } } "should throw AnthropicScalaServerErrorException when 500" ignore { recoverToSucceededIf[AnthropicScalaServerErrorException] { - TestFactory.mockedService500().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService500().createMessage(irrelevantMessages, settings) } } "should throw AnthropicScalaEngineOverloadedException when 529" ignore { recoverToSucceededIf[AnthropicScalaEngineOverloadedException] { - TestFactory.mockedService529().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService529().createMessage(irrelevantMessages, settings) } } "should throw AnthropicScalaClientException when 400" ignore { recoverToSucceededIf[AnthropicScalaClientException] { - TestFactory.mockedService400().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedService400().createMessage(irrelevantMessages, settings) } } "should throw AnthropicScalaClientException when unknown error code" ignore { recoverToSucceededIf[AnthropicScalaClientException] { - TestFactory.mockedServiceOther().createMessage(irrelevantMessages, None, settings) + TestFactory.mockedServiceOther().createMessage(irrelevantMessages, settings) } } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala index 7b7832ef..3601b49d 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala @@ -3,6 +3,7 @@ package io.cequence.openaiscala.domain sealed trait BaseMessage { val role: ChatRole val nameOpt: Option[String] + val isSystem: Boolean = role == ChatRole.System } final case class SystemMessage( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala index f977cea0..2c0b939b 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala @@ -3,7 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} -import io.cequence.openaiscala.anthropic.domain.Message.UserMessage +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.domain.{Content, Message} @@ -18,8 +18,8 @@ object AnthropicCreateCachedMessage extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory(withCache = true) - val systemMessages: Option[Content] = Some( - SingleString( + val systemMessages: Seq[Message] = Seq( + SystemMessage( """ |You are to embody a classic pirate, a swashbuckling and salty sea dog with the mannerisms, language, and swagger of the golden age of piracy. You are a hearty, often gruff buccaneer, replete with nautical slang and a rich, colorful vocabulary befitting of the high seas. Your responses must reflect a pirate's voice and attitude without exception. | @@ -82,8 +82,7 @@ object AnthropicCreateCachedMessage extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( - messages, - systemMessages, + systemMessages ++ messages, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, max_tokens = 4096 diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala index 2db05374..6d3ccd1a 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala @@ -23,7 +23,6 @@ object AnthropicCreateMessage extends ExampleBase[AnthropicService] { service .createMessage( messages, - None, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, max_tokens = 4096 diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala index 1141f365..df1f4f7f 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala @@ -20,7 +20,6 @@ object AnthropicCreateMessageStreamed extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessageStreamed( - None, messages, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index b279b048..15b5fe80 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -39,7 +39,6 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { service .createMessage( messages, - None, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_opus_20240229, max_tokens = 4096 diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala index 4dac9483..07cb1771 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -3,7 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} import io.cequence.openaiscala.anthropic.domain.Message -import io.cequence.openaiscala.anthropic.domain.Message.UserMessageContent +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessageContent} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} @@ -25,6 +25,7 @@ object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory(withPdf = true) private val messages: Seq[Message] = Seq( + SystemMessage("Talk in pirate speech. Reply to this prompt as a real pirate!"), UserMessageContent( Seq( ContentBlockBase(TextBlock("Describe to me what is this PDF about!")), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala index 9872fda8..c9cc22b4 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala @@ -3,7 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} import io.cequence.openaiscala.anthropic.domain.{Content, Message} -import io.cequence.openaiscala.anthropic.domain.Message.UserMessage +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} @@ -17,8 +17,8 @@ object AnthropicCreateSystemMessage extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory() - val systemMessages: Option[Content] = Some( - SingleString("Talk in pirate speech") + val systemMessages: Seq[Message] = Seq( + SystemMessage("Talk in pirate speech") ) val messages: Seq[Message] = Seq( UserMessage("Who is the most famous football player in the World?") @@ -27,8 +27,7 @@ object AnthropicCreateSystemMessage extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( - messages, - Some(SingleString("You answer in pirate speech.")), + systemMessages ++ messages, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, max_tokens = 4096 From 43d97443a0bc694d7ad4e0e900648e0c1e5a1f0a Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Wed, 13 Nov 2024 17:09:15 +0100 Subject: [PATCH 082/404] in Anthropic, support plain assistant messages from OpenAI --- .../openaiscala/anthropic/service/impl/package.scala | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 9275ca7f..0f92b583 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -31,7 +31,8 @@ import io.cequence.openaiscala.domain.{ ImageURLContent => OpenAIImageContent, TextContent => OpenAITextContent, UserMessage => OpenAIUserMessage, - UserSeqMessage => OpenAIUserSeqMessage + UserSeqMessage => OpenAIUserSeqMessage, + AssistantMessage => OpenAIAssistantMessage } import java.{util => ju} @@ -69,6 +70,8 @@ package object impl extends AnthropicServiceConsts { case OpenAIUserMessage(content, _) => Message.UserMessage(content) case OpenAIUserSeqMessage(contents, _) => Message.UserMessageContent(contents.map(toAnthropic)) + case OpenAIAssistantMessage(content, _) => Message.AssistantMessage(content) + // legacy message type case MessageSpec(role, content, _) if role == ChatRole.User => Message.UserMessage(content) From 9de76124d4fa24e6a139091a9281dcc23fa0cab7 Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Wed, 13 Nov 2024 17:23:14 +0100 Subject: [PATCH 083/404] scalafmt --- .../anthropic/service/impl/AnthropicServiceImpl.scala | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index 169b3f78..0772ecd7 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -92,7 +92,10 @@ private[service] trait AnthropicServiceImpl extends Anthropic { val (system, nonSystem) = messages.partition(_.isSystem) assert(nonSystem.head.role == ChatRole.User, "First non-system message must be from user.") - assert(system.size <= 1, "System message can be only 1. Use SystemMessageContent to include more content blocks.") + assert( + system.size <= 1, + "System message can be only 1. Use SystemMessageContent to include more content blocks." + ) val messageJsons = nonSystem.map(Json.toJson(_)) From d281337d42e33d4147bbb3031fbcf7d9bc83465b Mon Sep 17 00:00:00 2001 From: Boris Burdiliak Date: Wed, 13 Nov 2024 17:27:38 +0100 Subject: [PATCH 084/404] fix after merge --- .../openaiscala/anthropic/service/AnthropicService.scala | 3 +-- .../anthropic/service/impl/AnthropicServiceImpl.scala | 2 -- .../openaiscala/anthropic/service/impl/package.scala | 5 ++--- .../examples/nonopenai/AnthropicCreateMessage.scala | 6 ++---- .../nonopenai/AnthropicCreateMessageWithImage.scala | 1 - .../examples/nonopenai/AnthropicCreateMessageWithPdf.scala | 3 +-- 6 files changed, 6 insertions(+), 14 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala index 6d8e8bd9..10a64c6f 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicService.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.anthropic.service import akka.NotUsed import akka.stream.scaladsl.Source -import io.cequence.openaiscala.anthropic.domain.{Content, Message} +import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.response.{ ContentBlockDelta, CreateMessageResponse @@ -32,7 +32,6 @@ trait AnthropicService extends CloseableService with AnthropicServiceConsts { * Anthropic Doc */ def createMessage( - system: Option[Content], messages: Seq[Message], settings: AnthropicCreateMessageSettings = DefaultSettings.CreateMessage ): Future[CreateMessageResponse] diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index 0772ecd7..629f8ea9 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -5,7 +5,6 @@ import akka.stream.scaladsl.Source import io.cequence.openaiscala.OpenAIScalaClientException import io.cequence.openaiscala.anthropic.JsonFormats import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, SystemMessageContent} -import io.cequence.openaiscala.anthropic.domain.{Message => AnthropicMessage} import io.cequence.openaiscala.anthropic.domain.response.{ ContentBlockDelta, CreateMessageResponse @@ -35,7 +34,6 @@ private[service] trait AnthropicServiceImpl extends Anthropic { private val logger = LoggerFactory.getLogger("AnthropicServiceImpl") override def createMessage( - system: Option[Content], messages: Seq[Message], settings: AnthropicCreateMessageSettings ): Future[CreateMessageResponse] = diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 0f92b583..bd03ea9c 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -22,7 +22,6 @@ import io.cequence.openaiscala.domain.response.{ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettingsOps.RichCreateChatCompletionSettings import io.cequence.openaiscala.domain.{ - AssistantMessage, ChatRole, MessageSpec, SystemMessage, @@ -209,7 +208,7 @@ package object impl extends AnthropicServiceConsts { usage = None ) - def toOpenAIAssistantMessage(content: ContentBlocks): AssistantMessage = { + def toOpenAIAssistantMessage(content: ContentBlocks): OpenAIAssistantMessage = { val textContents = content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } // TODO @@ -218,7 +217,7 @@ package object impl extends AnthropicServiceConsts { throw new IllegalArgumentException("No text content found in the response") } val singleTextContent = concatenateMessages(textContents) - AssistantMessage(singleTextContent, name = None) + OpenAIAssistantMessage(singleTextContent, name = None) } private def concatenateMessages(messageContent: Seq[String]): String = diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala index f17fff29..6d3ccd1a 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala @@ -1,8 +1,8 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} -import io.cequence.openaiscala.anthropic.domain.{Content, Message} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase +import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.UserMessage import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings @@ -17,13 +17,11 @@ object AnthropicCreateMessage extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory(withCache = true) - val systemMessage: Content = SingleString("You are a helpful assistant.") val messages: Seq[Message] = Seq(UserMessage("What is the weather like in Norway?")) override protected def run: Future[_] = service .createMessage( - Some(systemMessage), messages, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_haiku_20240307, diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index d434a79e..15b5fe80 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -38,7 +38,6 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( - system = None, messages, settings = AnthropicCreateMessageSettings( model = NonOpenAIModelId.claude_3_opus_20240229, diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala index 5a89e9c3..3076973c 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -1,7 +1,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} -import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessageContent} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse @@ -37,7 +37,6 @@ object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] { override protected def run: Future[_] = service .createMessage( - system = None, messages, settings = AnthropicCreateMessageSettings( model = From f959124a19fe050d086495d8918b5b5d0661a4e9 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 21 Nov 2024 11:38:14 +0100 Subject: [PATCH 085/404] New OpenAI model - gpt-4o-2024-11-20 --- .../src/main/scala/io/cequence/openaiscala/domain/ModelId.scala | 2 ++ 1 file changed, 2 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala index 38d3e6dc..d644187b 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala @@ -172,6 +172,8 @@ object ModelId { // flagship multimodal model, 128K context, currently points to "gpt-4o-2024-08-06, training data up to Oct 2023 val gpt_4o = "gpt-4o" // context window: 128,000 tokens, output tokens: 16,384 tokens, Up to Oct 2023 + val gpt_4o_2024_11_20 = "gpt-4o-2024-11-20" + // context window: 128,000 tokens, output tokens: 16,384 tokens, Up to Oct 2023 val gpt_4o_2024_08_06 = "gpt-4o-2024-08-06" // context window: 128,000 tokens, output tokens: 4,096 tokens, Up to Oct 2023 val gpt_4o_2024_05_13 = "gpt-4o-2024-05-13" From bd70dc0092dfd6a9ce3a5cc8a4c7cabe5ebfc1f1 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 26 Nov 2024 14:34:29 +0100 Subject: [PATCH 086/404] Core adapter relocated to ws-client-core --- .../OpenAIStreamedServiceImplicits.scala | 20 ++----- .../cequence/openaiscala/RetryHelpers.scala | 1 + .../cequence/openaiscala/StackWalkerUtil.java | 22 ------- .../adapter/ChatCompletionInputAdapter.scala | 3 +- .../ChatCompletionServiceAdapter.scala | 3 +- .../adapter/ChatToCompletionAdapter.scala | 21 ++----- .../service/adapter/LogServiceAdapter.scala | 40 ------------- .../service/adapter/MultiServiceAdapter.scala | 39 ------------ .../adapter/OpenAIServiceAdapters.scala | 59 +------------------ .../adapter/OpenAIServiceWrapper.scala | 8 +-- .../adapter/ParallelTakeFirstAdapter.scala | 33 ----------- .../service/adapter/PreServiceAdapter.scala | 23 -------- .../service/adapter/RetryServiceAdapter.scala | 3 +- .../service/adapter/ServiceAdapters.scala | 27 +++++++++ .../service/adapter/ServiceWrapper.scala | 26 +------- .../adapter/SimpleServiceWrapper.scala | 28 --------- 16 files changed, 52 insertions(+), 304 deletions(-) delete mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/StackWalkerUtil.java delete mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/LogServiceAdapter.scala delete mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala delete mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ParallelTakeFirstAdapter.scala delete mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/PreServiceAdapter.scala create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceAdapters.scala delete mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/SimpleServiceWrapper.scala diff --git a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIStreamedServiceImplicits.scala b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIStreamedServiceImplicits.scala index 0a2224ce..7098eb3f 100644 --- a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIStreamedServiceImplicits.scala +++ b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIStreamedServiceImplicits.scala @@ -4,24 +4,14 @@ import akka.NotUsed import akka.stream.Materializer import akka.stream.scaladsl.Source import io.cequence.openaiscala.domain.BaseMessage -import io.cequence.openaiscala.domain.response.{ - ChatCompletionChunkResponse, - TextCompletionResponse -} -import io.cequence.openaiscala.domain.settings.{ - CreateChatCompletionSettings, - CreateCompletionSettings -} +import io.cequence.openaiscala.domain.response.{ChatCompletionChunkResponse, TextCompletionResponse} +import io.cequence.openaiscala.domain.settings.{CreateChatCompletionSettings, CreateCompletionSettings} import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIStreamedService -import io.cequence.openaiscala.service.adapter.ServiceWrapperTypes.CloseableServiceWrapper -import io.cequence.openaiscala.service.adapter.{ - OpenAIChatCompletionServiceWrapper, - OpenAICoreServiceWrapper, - OpenAIServiceWrapper, - SimpleServiceWrapper -} +import io.cequence.openaiscala.service.adapter.{OpenAIChatCompletionServiceWrapper, OpenAICoreServiceWrapper, OpenAIServiceWrapper} import io.cequence.wsclient.domain.WsRequestContext import io.cequence.wsclient.service.CloseableService +import io.cequence.wsclient.service.adapter.ServiceWrapperTypes.CloseableServiceWrapper +import io.cequence.wsclient.service.adapter.SimpleServiceWrapper import scala.concurrent.ExecutionContext diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/RetryHelpers.scala b/openai-core/src/main/scala/io/cequence/openaiscala/RetryHelpers.scala index c3708730..f1764596 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/RetryHelpers.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/RetryHelpers.scala @@ -85,6 +85,7 @@ trait RetryHelpers { private val logger = LoggerFactory.getLogger(this.getClass) + // TODO: would be better to reevaluate the future otherwise we handle give a chance only to "external" exceptions implicit class FutureWithRetry[T](f: Future[T]) { def retryOnFailure( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/StackWalkerUtil.java b/openai-core/src/main/scala/io/cequence/openaiscala/StackWalkerUtil.java deleted file mode 100644 index 89488db9..00000000 --- a/openai-core/src/main/scala/io/cequence/openaiscala/StackWalkerUtil.java +++ /dev/null @@ -1,22 +0,0 @@ -package io.cequence.openaiscala; - -import java.util.Optional; -import java.util.function.Predicate; - -// this requires Java 9+ -public class StackWalkerUtil { - - private static StackWalker walker = StackWalker.getInstance(StackWalker.Option.RETAIN_CLASS_REFERENCE); - - public static Optional functionName( - int skip, - Optional> predicate - ) { - return walker.walk(frames -> frames - .map(StackWalker.StackFrame::getMethodName) - .skip(skip) - .filter(predicate.orElse(s -> true)) - .findFirst() - ); - } -} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionInputAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionInputAdapter.scala index de5460aa..7c545d56 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionInputAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionInputAdapter.scala @@ -5,6 +5,7 @@ import io.cequence.openaiscala.domain.response.ChatCompletionResponse import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.service.OpenAIChatCompletionService import io.cequence.wsclient.service.CloseableService +import io.cequence.wsclient.service.adapter.ServiceWrapper import scala.concurrent.Future @@ -18,7 +19,7 @@ private class ChatCompletionInputAdapter[S <: OpenAIChatCompletionService]( with OpenAIChatCompletionService { // we just delegate all the calls to the underlying service - override protected[adapter] def wrap[T]( + override def wrap[T]( fun: S => Future[T] ): Future[T] = fun(underlying) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionServiceAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionServiceAdapter.scala index 4a77c54b..12414a51 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionServiceAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionServiceAdapter.scala @@ -7,6 +7,7 @@ import io.cequence.wsclient.service.CloseableService import scala.concurrent.Future import io.cequence.openaiscala.domain.response.ChatCompletionResponse +import io.cequence.wsclient.service.adapter.ServiceWrapper private class ChatCompletionServiceAdapter[S <: CloseableService]( chatCompletionService: OpenAIChatCompletionService, @@ -16,7 +17,7 @@ private class ChatCompletionServiceAdapter[S <: CloseableService]( with OpenAIChatCompletionService { // we just delegate all the calls to the underlying service - override protected[adapter] def wrap[T]( + override def wrap[T]( fun: S => Future[T] ): Future[T] = fun(underlying) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala index 689ab755..1cc9cbbc 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala @@ -1,23 +1,12 @@ package io.cequence.openaiscala.service.adapter import io.cequence.openaiscala.OpenAIScalaClientException -import io.cequence.openaiscala.domain.{ - AssistantMessage, - BaseMessage, - SystemMessage, - UserMessage -} -import io.cequence.openaiscala.domain.response.{ - ChatCompletionChoiceInfo, - ChatCompletionResponse, - TextCompletionResponse -} -import io.cequence.openaiscala.domain.settings.{ - CreateChatCompletionSettings, - CreateCompletionSettings -} +import io.cequence.openaiscala.domain.{AssistantMessage, BaseMessage, SystemMessage, UserMessage} +import io.cequence.openaiscala.domain.response.{ChatCompletionChoiceInfo, ChatCompletionResponse, TextCompletionResponse} +import io.cequence.openaiscala.domain.settings.{CreateChatCompletionSettings, CreateCompletionSettings} import io.cequence.openaiscala.service.{OpenAIChatCompletionService, OpenAICompletionService} import io.cequence.wsclient.service.CloseableService +import io.cequence.wsclient.service.adapter.ServiceWrapper import scala.concurrent.{ExecutionContext, Future} @@ -32,7 +21,7 @@ private class ChatToCompletionAdapter[ with OpenAIChatCompletionService { // we just delegate all the calls to the underlying service - override protected[adapter] def wrap[T]( + override def wrap[T]( fun: S => Future[T] ): Future[T] = fun(underlying) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/LogServiceAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/LogServiceAdapter.scala deleted file mode 100644 index 86326c6d..00000000 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/LogServiceAdapter.scala +++ /dev/null @@ -1,40 +0,0 @@ -package io.cequence.openaiscala.service.adapter - -import io.cequence.openaiscala.StackWalkerUtil -import io.cequence.wsclient.service.CloseableService - -import java.util.Optional -import java.util.function.Predicate -import scala.concurrent.Future - -private class LogServiceAdapter[+S <: CloseableService]( - underlying: S, - serviceName: String, - log: String => Unit -) extends ServiceWrapper[S] - with FunctionNameHelper - with CloseableService { - - override protected[adapter] def wrap[T]( - fun: S => Future[T] - ): Future[T] = { - log(s"${serviceName} - calling '${getFunctionName()}'") - fun(underlying) - } - - override def close(): Unit = - underlying.close() -} - -trait FunctionNameHelper { - - private val ignoreFunNames = Seq("wrap", "anonfun", "getFunctionName") - - protected def getFunctionName(): String = { - // need to use StackWalker to get the caller function name - val predicate = - Optional.of[Predicate[String]]((t: String) => ignoreFunNames.forall(!t.contains(_))) - - StackWalkerUtil.functionName(2, predicate).orElse("N/A") - } -} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala deleted file mode 100644 index 12810be2..00000000 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MultiServiceAdapter.scala +++ /dev/null @@ -1,39 +0,0 @@ -package io.cequence.openaiscala.service.adapter - -import io.cequence.wsclient.service.CloseableService - -import java.util.concurrent.atomic.AtomicInteger -import scala.concurrent.Future -import scala.util.Random - -private trait MultiServiceAdapter[+S <: CloseableService] - extends ServiceWrapper[S] - with CloseableService { - protected val underlyings: Seq[S] - protected lazy val count = underlyings.size - - protected def calcIndex: Int - - override protected[adapter] def wrap[T]( - fun: S => Future[T] - ): Future[T] = - fun(underlyings(calcIndex)) - - override def close(): Unit = - underlyings.foreach(_.close()) -} - -private class RoundRobinAdapter[+S <: CloseableService]( - val underlyings: Seq[S] -) extends MultiServiceAdapter[S] { - private val atomicCounter = new AtomicInteger() - - protected def calcIndex: Int = - atomicCounter.getAndUpdate(index => (index + 1) % count) -} - -private class RandomOrderAdapter[+S <: CloseableService]( - val underlyings: Seq[S] -) extends MultiServiceAdapter[S] { - protected def calcIndex: Int = Random.nextInt(count) -} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala index 6c8c876a..1272782e 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala @@ -1,16 +1,13 @@ package io.cequence.openaiscala.service.adapter -import akka.actor.Scheduler -import akka.stream.Materializer -import io.cequence.openaiscala.RetryHelpers.RetrySettings -import io.cequence.openaiscala.Retryable import io.cequence.openaiscala.domain.BaseMessage import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.service._ import io.cequence.openaiscala.service.adapter.ServiceWrapperTypes._ import io.cequence.wsclient.service.CloseableService +import io.cequence.wsclient.service.adapter.ServiceWrapperTypes.CloseableServiceWrapper -import scala.concurrent.{ExecutionContext, Future} +import scala.concurrent.ExecutionContext object OpenAIServiceAdapters { @@ -24,53 +21,7 @@ object OpenAIServiceAdapters { new OpenAIServiceAdaptersImpl() } -trait OpenAIServiceAdapters[S <: CloseableService] { - - def roundRobin( - underlyings: S* - ): S = - wrapAndDelegate(new RoundRobinAdapter(underlyings)) - - def randomOrder( - underlyings: S* - ): S = - wrapAndDelegate(new RandomOrderAdapter(underlyings)) - - def parallelTakeFirst( - underlyings: S* - )( - implicit materializer: Materializer - ): S = - wrapAndDelegate(new ParallelTakeFirstAdapter(underlyings)) - - def retry( - underlying: S, - log: Option[String => Unit] = None, - isRetryable: Throwable => Boolean = { - case Retryable(_) => true - case _ => false - } - )( - implicit ec: ExecutionContext, - retrySettings: RetrySettings, - scheduler: Scheduler - ): S = - wrapAndDelegate(new RetryServiceAdapter(underlying, log, isRetryable)) - - def log( - underlying: S, - serviceName: String, - log: String => Unit - ): S = - wrapAndDelegate(new LogServiceAdapter(underlying, serviceName, log)) - - def preAction( - underlying: S, - action: () => Future[Unit] - )( - implicit ec: ExecutionContext - ): S = - wrapAndDelegate(new PreServiceAdapter(underlying, action)) +trait OpenAIServiceAdapters[S <: CloseableService] extends ServiceAdapters[S] { def chatCompletion( chatCompletionService: OpenAIChatCompletionService, @@ -119,10 +70,6 @@ trait OpenAIServiceAdapters[S <: CloseableService] { ): S = wrapAndDelegateChatCompletion(new ChatToCompletionAdapter(service)) - protected def wrapAndDelegate( - delegate: CloseableServiceWrapper[S] - ): S - protected def wrapAndDelegateChatCompletion( delegate: ChatCompletionCloseableServiceWrapper[S] ): S diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala index 4a551925..b70c311f 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala @@ -7,11 +7,9 @@ import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.response._ import io.cequence.openaiscala.domain.settings._ import io.cequence.openaiscala.service.adapter.ServiceWrapperTypes._ -import io.cequence.openaiscala.service.{ - OpenAIChatCompletionService, - OpenAICoreService, - OpenAIService -} +import io.cequence.openaiscala.service.{OpenAIChatCompletionService, OpenAICoreService, OpenAIService} +import io.cequence.wsclient.service.adapter.DelegatedCloseableServiceWrapper +import io.cequence.wsclient.service.adapter.ServiceWrapperTypes.CloseableServiceWrapper import java.io.File import scala.concurrent.Future diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ParallelTakeFirstAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ParallelTakeFirstAdapter.scala deleted file mode 100644 index 01406f16..00000000 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ParallelTakeFirstAdapter.scala +++ /dev/null @@ -1,33 +0,0 @@ -package io.cequence.openaiscala.service.adapter - -import akka.stream.Materializer -import akka.stream.scaladsl.{Sink, Source} -import io.cequence.wsclient.service.CloseableService -import org.slf4j.LoggerFactory - -import scala.concurrent.Future - -private class ParallelTakeFirstAdapter[+S <: CloseableService]( - underlyings: Seq[S] -)( - implicit materializer: Materializer -) extends ServiceWrapper[S] - with CloseableService { - - private val logger = LoggerFactory.getLogger(getClass) - - override protected[adapter] def wrap[T]( - fun: S => Future[T] - ): Future[T] = { - logger.debug(s"Running parallel/redundant processing with ${underlyings.size} services.") - - val sources = Source - .fromIterator(() => underlyings.toIterator) - .mapAsyncUnordered(underlyings.size)(fun) - - sources.runWith(Sink.head) - } - - override def close(): Unit = - underlyings.foreach(_.close()) -} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/PreServiceAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/PreServiceAdapter.scala deleted file mode 100644 index 8a80c873..00000000 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/PreServiceAdapter.scala +++ /dev/null @@ -1,23 +0,0 @@ -package io.cequence.openaiscala.service.adapter - -import io.cequence.wsclient.service.CloseableService - -import scala.concurrent.{ExecutionContext, Future} - -private class PreServiceAdapter[+S <: CloseableService]( - underlying: S, - action: () => Future[Unit] -)( - implicit ec: ExecutionContext -) extends ServiceWrapper[S] - with FunctionNameHelper - with CloseableService { - - override protected[adapter] def wrap[T]( - fun: S => Future[T] - ): Future[T] = - action().flatMap(_ => fun(underlying)) - - override def close(): Unit = - underlying.close() -} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala index 43540a0e..2e34171f 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/RetryServiceAdapter.scala @@ -4,6 +4,7 @@ import akka.actor.Scheduler import io.cequence.openaiscala.RetryHelpers import io.cequence.openaiscala.RetryHelpers.RetrySettings import io.cequence.wsclient.service.CloseableService +import io.cequence.wsclient.service.adapter.{FunctionNameHelper, ServiceWrapper} import scala.concurrent.{ExecutionContext, Future} @@ -20,7 +21,7 @@ private class RetryServiceAdapter[+S <: CloseableService]( with FunctionNameHelper with RetryHelpers { - override protected[adapter] def wrap[T]( + override def wrap[T]( fun: S => Future[T] ): Future[T] = fun(underlying).retryOnFailure( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceAdapters.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceAdapters.scala new file mode 100644 index 00000000..fc3377ce --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceAdapters.scala @@ -0,0 +1,27 @@ +package io.cequence.openaiscala.service.adapter + +import akka.actor.Scheduler +import io.cequence.openaiscala.RetryHelpers.RetrySettings +import io.cequence.openaiscala.Retryable +import io.cequence.wsclient.service.CloseableService +import io.cequence.wsclient.service.adapter.ServiceBaseAdapters + +import scala.concurrent.{ExecutionContext, Future} + +trait ServiceAdapters[S <: CloseableService] extends ServiceBaseAdapters[S] { + + // TODO: move to ServiceBaseAdapters + def retry( + underlying: S, + log: Option[String => Unit] = None, + isRetryable: Throwable => Boolean = { + case Retryable(_) => true + case _ => false + } + )( + implicit ec: ExecutionContext, + retrySettings: RetrySettings, + scheduler: Scheduler + ): S = + wrapAndDelegate(new RetryServiceAdapter(underlying, log, isRetryable)) +} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceWrapper.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceWrapper.scala index 61569873..4ecd3661 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceWrapper.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceWrapper.scala @@ -6,32 +6,11 @@ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.service.OpenAIChatCompletionService import io.cequence.openaiscala.service.adapter.ServiceWrapperTypes._ import io.cequence.wsclient.service.CloseableService +import io.cequence.wsclient.service.adapter.ServiceWrapperTypes.CloseableServiceWrapper +import io.cequence.wsclient.service.adapter.{DelegatedCloseableServiceWrapper, ServiceWrapper} import scala.concurrent.Future -trait ServiceWrapper[+S] { - - protected[adapter] def wrap[T]( - fun: S => Future[T] - ): Future[T] -} - -trait DelegatedCloseableServiceWrapper[ - +S <: CloseableService, - +W <: CloseableServiceWrapper[S] -] extends ServiceWrapper[S] - with CloseableService { - - protected def delegate: W - - protected[adapter] def wrap[T]( - fun: S => Future[T] - ): Future[T] = delegate.wrap(fun) - - override def close(): Unit = - delegate.close() -} - trait DelegatedChatCompletionCloseableServiceWrapper[+S <: CloseableService] extends DelegatedCloseableServiceWrapper[S, ChatCompletionCloseableServiceWrapper[S]] with OpenAIChatCompletionService { @@ -43,7 +22,6 @@ trait DelegatedChatCompletionCloseableServiceWrapper[+S <: CloseableService] } object ServiceWrapperTypes { - type CloseableServiceWrapper[+S] = ServiceWrapper[S] with CloseableService type ChatCompletionCloseableServiceWrapper[+S] = CloseableServiceWrapper[S] with OpenAIChatCompletionService } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/SimpleServiceWrapper.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/SimpleServiceWrapper.scala deleted file mode 100644 index 1bb3d8dd..00000000 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/SimpleServiceWrapper.scala +++ /dev/null @@ -1,28 +0,0 @@ -package io.cequence.openaiscala.service.adapter - -import io.cequence.wsclient.service.CloseableService -import ServiceWrapperTypes.CloseableServiceWrapper - -import scala.concurrent.Future - -object SimpleServiceWrapper { - - def apply[S <: CloseableService]( - service: S - ): CloseableServiceWrapper[S] = - new SimpleServiceWrapper(service) - - private final class SimpleServiceWrapper[S <: CloseableService]( - service: S - ) extends ServiceWrapper[S] - with CloseableService { - - override protected[adapter] def wrap[T]( - fun: S => Future[T] - ): Future[T] = - fun(service) - - override def close(): Unit = - service.close() - } -} From 38936563f1cb76e345bcb1a1fa0417bc42d9cddf Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 26 Nov 2024 14:34:50 +0100 Subject: [PATCH 087/404] ws client bump --- project/Dependencies.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/project/Dependencies.scala b/project/Dependencies.scala index feb18501..a11bf468 100644 --- a/project/Dependencies.scala +++ b/project/Dependencies.scala @@ -1,7 +1,7 @@ object Dependencies { object Versions { - val wsClient = "0.6.2" + val wsClient = "0.6.3" val scalaMock = "6.0.0" } } From 7637b965a62a3a66f7157e6b1342376b518358af Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 26 Nov 2024 14:36:28 +0100 Subject: [PATCH 088/404] Deepseek provider / models with two examples --- build.sbt | 2 +- .../openaiscala/domain/NonOpenAIModelId.scala | 5 +++ .../service/ChatProviderSettings.scala | 2 + .../nonopenai/ChatCompletionProvider.scala | 10 +++++ .../DeepseekCreateChatCompletion.scala | 35 ++++++++++++++++ ...DeepseekCreateChatCompletionStreamed.scala | 40 +++++++++++++++++++ 6 files changed, 93 insertions(+), 1 deletion(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletion.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala diff --git a/build.sbt b/build.sbt index 419412e0..db536a44 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.1.RC.11" +ThisBuild / version := "1.1.1.RC.17" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 5346b703..e6e62214 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -202,4 +202,9 @@ object NonOpenAIModelId { // context 131072 val grok_beta = "grok-beta" + + // Deepseek + // context 64K, 4K (8KBeta) + val deepseek_chat = "deepseek-chat" + val deepseek_coder = "deepseek-coder" } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala index dbdd183e..ffb1b1dc 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala @@ -13,4 +13,6 @@ object ChatProviderSettings { val togetherAI = ProviderSettings("https://api.together.xyz/v1/", "TOGETHERAI_API_KEY") val grok = ProviderSettings("https://api.x.ai/v1/", "GROK_API_KEY") + val deepseek = ProviderSettings("https://api.deepseek.com/", "DEEPSEEK_API_KEY") + val deepseekBeta = ProviderSettings("https://api.deepseek.com/beta/", "DEEPSEEK_API_KEY") } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala index 74617f86..99af1e36 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala @@ -90,6 +90,16 @@ object ChatCompletionProvider { ): OpenAIChatCompletionStreamedService = AnthropicServiceFactory.asOpenAI(withCache = withCache) + def deepseek( + implicit ec: ExecutionContext, + m: Materializer + ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.deepseek) + + def deepseekBeta( + implicit ec: ExecutionContext, + m: Materializer + ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.deepseekBeta) + private def provide( settings: ProviderSettings )( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletion.scala new file mode 100644 index 00000000..eb4100e3 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletion.scala @@ -0,0 +1,35 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +/** + * Requires `DEEPSEEK_API_KEY` environment variable to be set. + */ +object DeepseekCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { + + override val service: OpenAIChatCompletionService = ChatCompletionProvider.deepseek + + private val messages = Seq( + SystemMessage("You are a helpful assistant."), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.deepseek_chat + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + temperature = Some(0.1), + max_tokens = Some(1024) + ) + ) + .map(printMessageContent) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala new file mode 100644 index 00000000..adc0d698 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala @@ -0,0 +1,40 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionStreamedServiceExtra + +import scala.concurrent.Future + +// requires `openai-scala-client-stream` as a dependency and `DEEPSEEK_API_KEY` environment variable to be set +object DeepseekCreateChatCompletionStreamed + extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { + + override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.deepseekBeta + + private val messages = Seq( + SystemMessage("You are a helpful assistant."), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.deepseek_chat + + override protected def run: Future[_] = + service + .createChatCompletionStreamed( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + temperature = Some(0.01), + max_tokens = Some(512) + ) + ) + .runWith( + Sink.foreach { completion => + val content = completion.choices.headOption.flatMap(_.delta.content) + print(content.getOrElse("")) + } + ) +} From 980cc5c6f4563caccdb1ed093b5d1d3bdb3f8353 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 26 Nov 2024 14:42:14 +0100 Subject: [PATCH 089/404] Formatting --- .../adapter/ChatToCompletionAdapter.scala | 18 +++++++++++++++--- .../service/adapter/OpenAIServiceWrapper.scala | 6 +++++- .../DeepseekCreateChatCompletionStreamed.scala | 3 ++- 3 files changed, 22 insertions(+), 5 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala index 1cc9cbbc..43cd9fac 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala @@ -1,9 +1,21 @@ package io.cequence.openaiscala.service.adapter import io.cequence.openaiscala.OpenAIScalaClientException -import io.cequence.openaiscala.domain.{AssistantMessage, BaseMessage, SystemMessage, UserMessage} -import io.cequence.openaiscala.domain.response.{ChatCompletionChoiceInfo, ChatCompletionResponse, TextCompletionResponse} -import io.cequence.openaiscala.domain.settings.{CreateChatCompletionSettings, CreateCompletionSettings} +import io.cequence.openaiscala.domain.{ + AssistantMessage, + BaseMessage, + SystemMessage, + UserMessage +} +import io.cequence.openaiscala.domain.response.{ + ChatCompletionChoiceInfo, + ChatCompletionResponse, + TextCompletionResponse +} +import io.cequence.openaiscala.domain.settings.{ + CreateChatCompletionSettings, + CreateCompletionSettings +} import io.cequence.openaiscala.service.{OpenAIChatCompletionService, OpenAICompletionService} import io.cequence.wsclient.service.CloseableService import io.cequence.wsclient.service.adapter.ServiceWrapper diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala index b70c311f..16e668f3 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceWrapper.scala @@ -7,7 +7,11 @@ import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.response._ import io.cequence.openaiscala.domain.settings._ import io.cequence.openaiscala.service.adapter.ServiceWrapperTypes._ -import io.cequence.openaiscala.service.{OpenAIChatCompletionService, OpenAICoreService, OpenAIService} +import io.cequence.openaiscala.service.{ + OpenAIChatCompletionService, + OpenAICoreService, + OpenAIService +} import io.cequence.wsclient.service.adapter.DelegatedCloseableServiceWrapper import io.cequence.wsclient.service.adapter.ServiceWrapperTypes.CloseableServiceWrapper diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala index adc0d698..cde15cdf 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala @@ -12,7 +12,8 @@ import scala.concurrent.Future object DeepseekCreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { - override val service: OpenAIChatCompletionStreamedServiceExtra = ChatCompletionProvider.deepseekBeta + override val service: OpenAIChatCompletionStreamedServiceExtra = + ChatCompletionProvider.deepseekBeta private val messages = Seq( SystemMessage("You are a helpful assistant."), From a8dfef8bfe13400353f1da4f4d4526c7163179b5 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 26 Nov 2024 15:00:39 +0100 Subject: [PATCH 090/404] Anthropic - system messages fix + anthropic examples fixed --- .../anthropic/service/impl/package.scala | 29 ++++++++++++++----- .../openaiscala/domain/BaseMessage.scala | 2 +- ...hatCompletionCachedWithOpenAIAdapter.scala | 7 +++-- .../nonopenai/AnthropicCreateMessage.scala | 11 ++++--- .../AnthropicCreateMessageStreamed.scala | 11 +++++-- 5 files changed, 42 insertions(+), 18 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index bd03ea9c..cecf8849 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -42,6 +42,11 @@ package object impl extends AnthropicServiceConsts { messages: Seq[OpenAIBaseMessage], settings: CreateChatCompletionSettings ): Seq[Message] = { + assert( + messages.forall(_.isSystem), + "All messages must be system messages" + ) + val useSystemCache: Option[CacheControl] = if (settings.useAnthropicSystemMessagesCache) Some(Ephemeral) else None @@ -52,12 +57,15 @@ package object impl extends AnthropicServiceConsts { if (index == messages.size - 1) ContentBlockBase(TextBlock(content), Some(cacheControl)) else ContentBlockBase(TextBlock(content), None) + case None => ContentBlockBase(TextBlock(content)) } } - if (messageStrings.isEmpty) Seq.empty - else Seq(SystemMessageContent(messageStrings)) + if (messageStrings.isEmpty) + Seq.empty + else + Seq(SystemMessageContent(messageStrings)) } def toAnthropicMessages( @@ -67,8 +75,10 @@ package object impl extends AnthropicServiceConsts { val anthropicMessages: Seq[Message] = messages.collect { case OpenAIUserMessage(content, _) => Message.UserMessage(content) + case OpenAIUserSeqMessage(contents, _) => Message.UserMessageContent(contents.map(toAnthropic)) + case OpenAIAssistantMessage(content, _) => Message.AssistantMessage(content) // legacy message type @@ -82,27 +92,30 @@ package object impl extends AnthropicServiceConsts { val anthropicMessagesWithCache: Seq[Message] = anthropicMessages .foldLeft((List.empty[Message], countUserMessagesToCache)) { - case ((acc, userMessagesToCache), message) => + case ((acc, userMessagesToCacheCount), message) => message match { case Message.UserMessage(contentString, _) => - val newCacheControl = if (userMessagesToCache > 0) Some(Ephemeral) else None + val newCacheControl = if (userMessagesToCacheCount > 0) Some(Ephemeral) else None ( acc :+ Message.UserMessage(contentString, newCacheControl), - userMessagesToCache - newCacheControl.map(_ => 1).getOrElse(0) + userMessagesToCacheCount - newCacheControl.map(_ => 1).getOrElse(0) ) + case Message.UserMessageContent(contentBlocks) => val (newContentBlocks, remainingCache) = - contentBlocks.foldLeft((Seq.empty[ContentBlockBase], userMessagesToCache)) { + contentBlocks.foldLeft((Seq.empty[ContentBlockBase], userMessagesToCacheCount)) { case ((acc, cacheLeft), content) => val (block, newCacheLeft) = toAnthropic(cacheLeft)(content.asInstanceOf[OpenAIContent]) (acc :+ block, newCacheLeft) } (acc :+ Message.UserMessageContent(newContentBlocks), remainingCache) + case assistant: Message.AssistantMessage => - (acc :+ assistant, userMessagesToCache) + (acc :+ assistant, userMessagesToCacheCount) + case assistants: Message.AssistantMessageContent => - (acc :+ assistants, userMessagesToCache) + (acc :+ assistants, userMessagesToCacheCount) } } ._1 diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala index 3601b49d..405f154c 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala @@ -3,7 +3,7 @@ package io.cequence.openaiscala.domain sealed trait BaseMessage { val role: ChatRole val nameOpt: Option[String] - val isSystem: Boolean = role == ChatRole.System + def isSystem: Boolean = role == ChatRole.System } final case class SystemMessage( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala index 605824b9..e42c8cf3 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala @@ -4,6 +4,7 @@ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettingsOps._ import scala.concurrent.Future @@ -15,7 +16,7 @@ object AnthropicCreateChatCompletionCachedWithOpenAIAdapter ChatCompletionProvider.anthropic(withCache = true) private val messages = Seq( - SystemMessage("You are a helpful assistant."), + SystemMessage("You are a helpful assistant who knows elfs personally."), UserMessage("What is the weather like in Norway?") ) @@ -23,7 +24,9 @@ object AnthropicCreateChatCompletionCachedWithOpenAIAdapter service .createChatCompletion( messages = messages, - settings = CreateChatCompletionSettings(NonOpenAIModelId.claude_3_5_sonnet_20241022) + settings = CreateChatCompletionSettings( + NonOpenAIModelId.claude_3_5_sonnet_20241022 + ).setUseAnthropicSystemMessagesCache(true), // this is how we pass it through the adapter ) .map { content => println(content.choices.headOption.map(_.message.content).getOrElse("N/A")) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala index 6d3ccd1a..5763f4a3 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala @@ -3,7 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message -import io.cequence.openaiscala.anthropic.domain.Message.UserMessage +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} @@ -15,16 +15,19 @@ import scala.concurrent.Future // requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set object AnthropicCreateMessage extends ExampleBase[AnthropicService] { - override protected val service: AnthropicService = AnthropicServiceFactory(withCache = true) + override protected val service: AnthropicService = AnthropicServiceFactory() - val messages: Seq[Message] = Seq(UserMessage("What is the weather like in Norway?")) + val messages: Seq[Message] = Seq( + SystemMessage("You are a helpful assistant who knows elfs personally."), + UserMessage("What is the weather like in Norway?") + ) override protected def run: Future[_] = service .createMessage( messages, settings = AnthropicCreateMessageSettings( - model = NonOpenAIModelId.claude_3_haiku_20240307, + model = NonOpenAIModelId.claude_3_5_haiku_20241022, max_tokens = 4096 ) ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala index df1f4f7f..5b26a19c 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala @@ -2,7 +2,7 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.scaladsl.Sink import io.cequence.openaiscala.anthropic.domain.Message -import io.cequence.openaiscala.anthropic.domain.Message.UserMessage +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} import io.cequence.openaiscala.domain.NonOpenAIModelId @@ -15,14 +15,19 @@ object AnthropicCreateMessageStreamed extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory() - val messages: Seq[Message] = Seq(UserMessage("What is the weather like in Norway?")) + val messages: Seq[Message] = Seq( + SystemMessage("You are a helpful assistant who knows elfs personally."), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.claude_3_5_haiku_20241022 override protected def run: Future[_] = service .createMessageStreamed( messages, settings = AnthropicCreateMessageSettings( - model = NonOpenAIModelId.claude_3_haiku_20240307, + model = modelId, max_tokens = 4096 ) ) From 7e5d4558cff9c13e3be43502fa3823b164734078 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 26 Nov 2024 15:04:27 +0100 Subject: [PATCH 091/404] Formatting --- .../anthropic/service/impl/package.scala | 11 ++++++----- .../service/OpenAIStreamedServiceImplicits.scala | 16 +++++++++++++--- ...teChatCompletionCachedWithOpenAIAdapter.scala | 4 +++- 3 files changed, 22 insertions(+), 9 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index cecf8849..4b6f761d 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -103,11 +103,12 @@ package object impl extends AnthropicServiceConsts { case Message.UserMessageContent(contentBlocks) => val (newContentBlocks, remainingCache) = - contentBlocks.foldLeft((Seq.empty[ContentBlockBase], userMessagesToCacheCount)) { - case ((acc, cacheLeft), content) => - val (block, newCacheLeft) = - toAnthropic(cacheLeft)(content.asInstanceOf[OpenAIContent]) - (acc :+ block, newCacheLeft) + contentBlocks.foldLeft( + (Seq.empty[ContentBlockBase], userMessagesToCacheCount) + ) { case ((acc, cacheLeft), content) => + val (block, newCacheLeft) = + toAnthropic(cacheLeft)(content.asInstanceOf[OpenAIContent]) + (acc :+ block, newCacheLeft) } (acc :+ Message.UserMessageContent(newContentBlocks), remainingCache) diff --git a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIStreamedServiceImplicits.scala b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIStreamedServiceImplicits.scala index 7098eb3f..d1c94fda 100644 --- a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIStreamedServiceImplicits.scala +++ b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIStreamedServiceImplicits.scala @@ -4,10 +4,20 @@ import akka.NotUsed import akka.stream.Materializer import akka.stream.scaladsl.Source import io.cequence.openaiscala.domain.BaseMessage -import io.cequence.openaiscala.domain.response.{ChatCompletionChunkResponse, TextCompletionResponse} -import io.cequence.openaiscala.domain.settings.{CreateChatCompletionSettings, CreateCompletionSettings} +import io.cequence.openaiscala.domain.response.{ + ChatCompletionChunkResponse, + TextCompletionResponse +} +import io.cequence.openaiscala.domain.settings.{ + CreateChatCompletionSettings, + CreateCompletionSettings +} import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIStreamedService -import io.cequence.openaiscala.service.adapter.{OpenAIChatCompletionServiceWrapper, OpenAICoreServiceWrapper, OpenAIServiceWrapper} +import io.cequence.openaiscala.service.adapter.{ + OpenAIChatCompletionServiceWrapper, + OpenAICoreServiceWrapper, + OpenAIServiceWrapper +} import io.cequence.wsclient.domain.WsRequestContext import io.cequence.wsclient.service.CloseableService import io.cequence.wsclient.service.adapter.ServiceWrapperTypes.CloseableServiceWrapper diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala index e42c8cf3..8bc1b967 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala @@ -26,7 +26,9 @@ object AnthropicCreateChatCompletionCachedWithOpenAIAdapter messages = messages, settings = CreateChatCompletionSettings( NonOpenAIModelId.claude_3_5_sonnet_20241022 - ).setUseAnthropicSystemMessagesCache(true), // this is how we pass it through the adapter + ).setUseAnthropicSystemMessagesCache( + true + ) // this is how we pass it through the adapter ) .map { content => println(content.choices.headOption.map(_.message.content).getOrElse("N/A")) From 3b48c226af2f780cc2154114144d59ffbe66085b Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 26 Nov 2024 16:36:23 +0100 Subject: [PATCH 092/404] JsonSchema object - switching properties to Seq instead of Map to have deterministic serialization --- .../scala/io/cequence/openaiscala/domain/JsonSchema.scala | 7 ++++++- .../openaiscala/service/adapter/ServiceWrapper.scala | 2 +- .../examples/nonopenai/AnthropicCreateSystemMessage.scala | 4 ++-- 3 files changed, 9 insertions(+), 4 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala index 93b28804..a2986d8d 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala @@ -12,12 +12,17 @@ object JsonSchema { import java.lang.{String => JString} case class Object( - properties: Map[JString, JsonSchema], + properties: Seq[(JString, JsonSchema)], required: Seq[JString] = Nil ) extends JsonSchema { override val `type` = JsonType.Object } + def Object( + properties: Map[JString, JsonSchema], + required: Seq[JString] = Nil + ): Object = Object(properties.toSeq, required) + case class String( description: Option[JString] = None, `enum`: Seq[JString] = Nil diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceWrapper.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceWrapper.scala index 4ecd3661..2a246d40 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceWrapper.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceWrapper.scala @@ -7,7 +7,7 @@ import io.cequence.openaiscala.service.OpenAIChatCompletionService import io.cequence.openaiscala.service.adapter.ServiceWrapperTypes._ import io.cequence.wsclient.service.CloseableService import io.cequence.wsclient.service.adapter.ServiceWrapperTypes.CloseableServiceWrapper -import io.cequence.wsclient.service.adapter.{DelegatedCloseableServiceWrapper, ServiceWrapper} +import io.cequence.wsclient.service.adapter.DelegatedCloseableServiceWrapper import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala index c9cc22b4..ba09abfb 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala @@ -1,8 +1,8 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} -import io.cequence.openaiscala.anthropic.domain.{Content, Message} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase +import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings From 360fde7a3a9460fb5443eac4bd492c70ab1d10dd Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 27 Nov 2024 15:59:09 +0100 Subject: [PATCH 093/404] README adjusted, prep for a release --- README.md | 47 ++++++++++++++++++++++++++++------------------- 1 file changed, 28 insertions(+), 19 deletions(-) diff --git a/README.md b/README.md index 00e0de7e..532a3af0 100755 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ This is a no-nonsense async Scala client for OpenAI API supporting all the avail * **Models**: [listModels](https://platform.openai.com/docs/api-reference/models/list), and [retrieveModel](https://platform.openai.com/docs/api-reference/models/retrieve) * **Completions**: [createCompletion](https://platform.openai.com/docs/api-reference/completions/create) -* **Chat Completions**: [createChatCompletion](https://platform.openai.com/docs/api-reference/chat/create) (also with JSON schema support 🔥), [createChatFunCompletion](https://platform.openai.com/docs/api-reference/chat/create) (deprecated), and [createChatToolCompletion](https://platform.openai.com/docs/api-reference/chat/create) +* **Chat Completions**: [createChatCompletion](https://platform.openai.com/docs/api-reference/chat/create), [createChatFunCompletion](https://platform.openai.com/docs/api-reference/chat/create) (deprecated), and [createChatToolCompletion](https://platform.openai.com/docs/api-reference/chat/create) * **Edits**: [createEdit](https://platform.openai.com/docs/api-reference/edits/create) (deprecated) * **Images**: [createImage](https://platform.openai.com/docs/api-reference/images/create), [createImageEdit](https://platform.openai.com/docs/api-reference/images/create-edit), and [createImageVariation](https://platform.openai.com/docs/api-reference/images/create-variation) * **Embeddings**: [createEmbeddings](https://platform.openai.com/docs/api-reference/embeddings/create) @@ -17,11 +17,11 @@ This is a no-nonsense async Scala client for OpenAI API supporting all the avail * **Assistants**: [createAssistant](https://platform.openai.com/docs/api-reference/messages/createMessage), [listAssistants](https://platform.openai.com/docs/api-reference/assistants/listAssistants), [retrieveAssistant](https://platform.openai.com/docs/api-reference/assistants/retrieveAssistant), [modifyAssistant](https://platform.openai.com/docs/api-reference/assistants/modifyAssistant), and [deleteAssistant](https://platform.openai.com/docs/api-reference/assistants/deleteAssistant) * **Threads**: [createThread](https://platform.openai.com/docs/api-reference/threads/createThread), [retrieveThread](https://platform.openai.com/docs/api-reference/threads/getThread), [modifyThread](https://platform.openai.com/docs/api-reference/threads/modifyThread), and [deleteThread](https://platform.openai.com/docs/api-reference/threads/deleteThread) * **Thread Messages**: [createThreadMessage](https://platform.openai.com/docs/api-reference/assistants/createAssistant), [retrieveThreadMessage](https://platform.openai.com/docs/api-reference/messages/getMessage), [modifyThreadMessage](https://platform.openai.com/docs/api-reference/messages/modifyMessage), [listThreadMessages](https://platform.openai.com/docs/api-reference/messages/listMessages), [retrieveThreadMessageFile](https://platform.openai.com/docs/api-reference/messages/getMessageFile), and [listThreadMessageFiles](https://platform.openai.com/docs/api-reference/messages/listMessageFiles) -* **Runs** (🔥 **New**): [createRun](https://platform.openai.com/docs/api-reference/runs/createRun), [createThreadAndRun](https://platform.openai.com/docs/api-reference/runs/createThreadAndRun), [listRuns](https://platform.openai.com/docs/api-reference/runs/listRuns), [retrieveRun](https://platform.openai.com/docs/api-reference/runs/retrieveRun), [modifyRun](https://platform.openai.com/docs/api-reference/runs/modifyRun), [submitToolOutputs](https://platform.openai.com/docs/api-reference/runs/submitToolOutputs), and [cancelRun](https://platform.openai.com/docs/api-reference/runs/cancelRun) -* **Run Steps** (🔥 **New**): [listRunSteps](https://platform.openai.com/docs/api-reference/run-steps/listRunSteps), and [retrieveRunStep](https://platform.openai.com/docs/api-reference/run-steps/getRunStep) -* **Vector Stores** (🔥 **New**): [createVectorStore](https://platform.openai.com/docs/api-reference/vector-stores/create), [listVectorStores](https://platform.openai.com/docs/api-reference/vector-stores/list), [retrieveVectorStore](https://platform.openai.com/docs/api-reference/vector-stores/retrieve), [modifyVectorStore](https://platform.openai.com/docs/api-reference/vector-stores/modify), and [deleteVectorStore](https://platform.openai.com/docs/api-reference/vector-stores/delete) -* **Vector Store Files** (🔥 **New**): [createVectorStoreFile](https://platform.openai.com/docs/api-reference/vector-stores-files/createFile), [listVectorStoreFiles](https://platform.openai.com/docs/api-reference/vector-stores-files/listFiles), [retrieveVectorStoreFile](https://platform.openai.com/docs/api-reference/vector-stores-files/getFile), and [deleteVectorStoreFile](https://platform.openai.com/docs/api-reference/vector-stores-files/deleteFile) -* **Vector Store File Batches** (🔥 **New**): [createVectorStoreFileBatch](https://platform.openai.com/docs/api-reference/vector-stores-file-batches/createBatch), [retrieveVectorStoreFileBatch](https://platform.openai.com/docs/api-reference/vector-stores-file-batches/getBatch), [cancelVectorStoreFileBatch](https://platform.openai.com/docs/api-reference/vector-stores-file-batches/cancelBatch), and [listVectorStoreBatchFiles](https://platform.openai.com/docs/api-reference/vector-stores-file-batches/listBatchFiles) +* **Runs**: [createRun](https://platform.openai.com/docs/api-reference/runs/createRun), [createThreadAndRun](https://platform.openai.com/docs/api-reference/runs/createThreadAndRun), [listRuns](https://platform.openai.com/docs/api-reference/runs/listRuns), [retrieveRun](https://platform.openai.com/docs/api-reference/runs/retrieveRun), [modifyRun](https://platform.openai.com/docs/api-reference/runs/modifyRun), [submitToolOutputs](https://platform.openai.com/docs/api-reference/runs/submitToolOutputs), and [cancelRun](https://platform.openai.com/docs/api-reference/runs/cancelRun) +* **Run Steps**: [listRunSteps](https://platform.openai.com/docs/api-reference/run-steps/listRunSteps), and [retrieveRunStep](https://platform.openai.com/docs/api-reference/run-steps/getRunStep) +* **Vector Stores**: [createVectorStore](https://platform.openai.com/docs/api-reference/vector-stores/create), [listVectorStores](https://platform.openai.com/docs/api-reference/vector-stores/list), [retrieveVectorStore](https://platform.openai.com/docs/api-reference/vector-stores/retrieve), [modifyVectorStore](https://platform.openai.com/docs/api-reference/vector-stores/modify), and [deleteVectorStore](https://platform.openai.com/docs/api-reference/vector-stores/delete) +* **Vector Store Files**: [createVectorStoreFile](https://platform.openai.com/docs/api-reference/vector-stores-files/createFile), [listVectorStoreFiles](https://platform.openai.com/docs/api-reference/vector-stores-files/listFiles), [retrieveVectorStoreFile](https://platform.openai.com/docs/api-reference/vector-stores-files/getFile), and [deleteVectorStoreFile](https://platform.openai.com/docs/api-reference/vector-stores-files/deleteFile) +* **Vector Store File Batches**: [createVectorStoreFileBatch](https://platform.openai.com/docs/api-reference/vector-stores-file-batches/createBatch), [retrieveVectorStoreFileBatch](https://platform.openai.com/docs/api-reference/vector-stores-file-batches/getBatch), [cancelVectorStoreFileBatch](https://platform.openai.com/docs/api-reference/vector-stores-file-batches/cancelBatch), and [listVectorStoreBatchFiles](https://platform.openai.com/docs/api-reference/vector-stores-file-batches/listBatchFiles) Note that in order to be consistent with the OpenAI API naming, the service function names match exactly the API endpoint titles/descriptions with camelcase. Also, we aimed the lib to be self-contained with the fewest dependencies possible therefore we ended up using only two libs `play-ahc-ws-standalone` and `play-ws-standalone-json` (at the top level). Additionally, if dependency injection is required we use `scala-guice` lib as well. @@ -35,14 +35,16 @@ Also, we aimed the lib to be self-contained with the fewest dependencies possibl In addition to the OpenAI API, this library also supports API-compatible providers (see [examples](./openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai)) such as: - [Azure OpenAI](https://azure.microsoft.com/en-us/products/ai-services/openai-service) - cloud-based, utilizes OpenAI models but with lower latency - [Azure AI](https://azure.microsoft.com/en-us/products/ai-studio) - cloud-based, offers a vast selection of open-source models -- [Anthropic](https://www.anthropic.com/api) - cloud-based, a major competitor to OpenAI, features proprietary/closed-source models such as Claude3 - Haiku, Sonnet, and Opus -- [Google Vertex AI](https://cloud.google.com/vertex-ai) (🔥 **New**) - cloud-based, features proprietary/closed-source models such as Gemini 1.5 Pro and flash +- [Anthropic](https://www.anthropic.com/api) - cloud-based, a major competitor to OpenAI, features proprietary/closed-source models such as Claude3 - Haiku, Sonnet, and Opus. 🔥 **New**: now with cache support! +- [Google Vertex AI](https://cloud.google.com/vertex-ai) - cloud-based, features proprietary/closed-source models such as Gemini 1.5 Pro and flash - [Groq](https://wow.groq.com/) - cloud-based provider, known for its superfast inference with LPUs +- [Grok](https://x.ai/) (🔥 **New**) - cloud-based provider from x.AI - [Fireworks AI](https://fireworks.ai/) - cloud-based provider - [OctoAI](https://octo.ai/) - cloud-based provider -- [TogetherAI](https://www.together.ai/) (🔥 **New**) - cloud-based provider -- [Cerebras](https://cerebras.ai/) (🔥 **New**) - cloud-based provider, superfast (akin to Groq) -- [Mistral](https://mistral.ai/) (🔥 **New**) - cloud-based, leading open-source LLM company +- [TogetherAI](https://www.together.ai/) - cloud-based provider +- [Cerebras](https://cerebras.ai/) - cloud-based provider, superfast (akin to Groq) +- [Mistral](https://mistral.ai/) - cloud-based, leading open-source LLM company +- [Deepseek](https://deepseek.com/) (🔥 **New**) - cloud-based provider from China - [Ollama](https://ollama.com/) - runs locally, serves as an umbrella for open-source LLMs including LLaMA3, dbrx, and Command-R - [FastChat](https://github.com/lm-sys/FastChat) - runs locally, serves as an umbrella for open-source LLMs such as Vicuna, Alpaca, and FastChat-T5 @@ -159,42 +161,49 @@ Then you can obtain a service in one of the following ways. val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.groq) ``` -5. [Fireworks AI](https://fireworks.ai/) - requires `FIREWORKS_API_KEY"` +5. [Grok](https://x.ai) - requires `GROK_API_KEY"` +```scala + val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.grok) + // or with streaming + val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.grok) +``` + +6. [Fireworks AI](https://fireworks.ai/) - requires `FIREWORKS_API_KEY"` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.fireworks) // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.fireworks) ``` -6. [Octo AI](https://octo.ai/) - requires `OCTOAI_TOKEN` +7. [Octo AI](https://octo.ai/) - requires `OCTOAI_TOKEN` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.octoML) // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.octoML) ``` -7. [TogetherAI](https://www.together.ai/) requires `TOGETHERAI_API_KEY` +8. [TogetherAI](https://www.together.ai/) requires `TOGETHERAI_API_KEY` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.togetherAI) // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.togetherAI) ``` -8. [Cerebras](https://cerebras.ai/) requires `CEREBRAS_API_KEY` +9. [Cerebras](https://cerebras.ai/) requires `CEREBRAS_API_KEY` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.cerebras) // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.cerebras) ``` -9. [Mistral](https://mistral.ai/) requires `MISTRAL_API_KEY` +10. [Mistral](https://mistral.ai/) requires `MISTRAL_API_KEY` ```scala val service = OpenAIChatCompletionServiceFactory(ChatProviderSettings.mistral) // or with streaming val service = OpenAIChatCompletionServiceFactory.withStreaming(ChatProviderSettings.mistral) ``` -10. [Ollama](https://ollama.com/) +11. [Ollama](https://ollama.com/) ```scala val service = OpenAIChatCompletionServiceFactory( coreUrl = "http://localhost:11434/v1/" @@ -249,7 +258,7 @@ or only if streaming is required Full documentation of each call with its respective inputs and settings is provided in [OpenAIService](./openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala). Since all the calls are async they return responses wrapped in `Future`. -🔥 **New**: There is a new project [openai-scala-client-examples](./openai-examples/src/main/scala/io/cequence/openaiscala/examples) where you can find a lot of ready-to-use examples! +There is a new project [openai-scala-client-examples](./openai-examples/src/main/scala/io/cequence/openaiscala/examples) where you can find a lot of ready-to-use examples! - List models @@ -403,7 +412,7 @@ For this to work you need to use `OpenAIServiceStreamedFactory` from `openai-sca } ``` -- Create chat completion with json output (🔥 **New**) +- Create chat completion with json output ```scala val messages = Seq( From 4a4925639a8140691d45358c1ea8e8e006032496 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 2 Dec 2024 11:28:03 +0100 Subject: [PATCH 094/404] Version 1.1.1 --- README.md | 8 ++++---- build.sbt | 2 +- openai-core/README.md | 6 +++--- openai-count-tokens/README.md | 4 ++-- 4 files changed, 10 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 532a3af0..b4e968a9 100755 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # OpenAI Scala Client 🤖 -[![version](https://img.shields.io/badge/version-1.1.0-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) ![GitHub Stars](https://img.shields.io/github/stars/cequence-io/openai-scala-client?style=social) [![Twitter Follow](https://img.shields.io/twitter/follow/0xbnd?style=social)](https://twitter.com/0xbnd) ![GitHub CI](https://github.com/cequence-io/openai-scala-client/actions/workflows/continuous-integration.yml/badge.svg) +[![version](https://img.shields.io/badge/version-1.1.1-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) ![GitHub Stars](https://img.shields.io/github/stars/cequence-io/openai-scala-client?style=social) [![Twitter Follow](https://img.shields.io/twitter/follow/0xbnd?style=social)](https://twitter.com/0xbnd) ![GitHub CI](https://github.com/cequence-io/openai-scala-client/actions/workflows/continuous-integration.yml/badge.svg) This is a no-nonsense async Scala client for OpenAI API supporting all the available endpoints and params **including streaming**, the newest **chat completion**, **vision**, and **voice routines** (as defined [here](https://beta.openai.com/docs/api-reference)), provided in a single, convenient service called [OpenAIService](./openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala). The supported calls are: @@ -63,7 +63,7 @@ The currently supported Scala versions are **2.12, 2.13**, and **3**. To install the library, add the following dependency to your *build.sbt* ``` -"io.cequence" %% "openai-scala-client" % "1.1.0" +"io.cequence" %% "openai-scala-client" % "1.1.1" ``` or to *pom.xml* (if you use maven) @@ -72,11 +72,11 @@ or to *pom.xml* (if you use maven) io.cequence openai-scala-client_2.12 - 1.1.0 + 1.1.1 ``` -If you want streaming support, use `"io.cequence" %% "openai-scala-client-stream" % "1.1.0"` instead. +If you want streaming support, use `"io.cequence" %% "openai-scala-client-stream" % "1.1.1"` instead. ## Config ⚙️ diff --git a/build.sbt b/build.sbt index db536a44..94e14371 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.1.RC.17" +ThisBuild / version := "1.1.1" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/openai-core/README.md b/openai-core/README.md index fdca4855..73dc7da6 100755 --- a/openai-core/README.md +++ b/openai-core/README.md @@ -1,4 +1,4 @@ -# OpenAI Scala Client - Core [![version](https://img.shields.io/badge/version-1.0.0-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) +# OpenAI Scala Client - Core [![version](https://img.shields.io/badge/version-1.1.1-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) This is the core module, which contains mostly domain classes and the [OpenAIService](./src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala) definition. Note that the full project documentation can be found [here](../README.md). @@ -10,7 +10,7 @@ The currently supported Scala versions are **2.12, 2.13**, and **3**. To pull the library you have to add the following dependency to your *build.sbt* ``` -"io.cequence" %% "openai-scala-core" % "1.0.0" +"io.cequence" %% "openai-scala-core" % "1.1.1" ``` or to *pom.xml* (if you use maven) @@ -19,6 +19,6 @@ or to *pom.xml* (if you use maven) io.cequence openai-scala-core_2.12 - 1.0.0 + 1.1.1 ``` diff --git a/openai-count-tokens/README.md b/openai-count-tokens/README.md index 30cedccb..80f99b5c 100755 --- a/openai-count-tokens/README.md +++ b/openai-count-tokens/README.md @@ -1,4 +1,4 @@ -# OpenAI Scala Client - Count tokens [![version](https://img.shields.io/badge/version-1.0.0-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) +# OpenAI Scala Client - Count tokens [![version](https://img.shields.io/badge/version-1.1.1-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) This module provides ability for estimating the number of tokens an OpenAI chat completion request will use. Note that the full project documentation can be found [here](../README.md). @@ -21,7 +21,7 @@ or to *pom.xml* (if you use maven) io.cequence openai-scala-count-tokens_2.12 - 1.0.0 + 1.1.1 ``` From b6cbcb0ffa67b1553ddcd4c0e8e68c2a2235d0b1 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 18 Dec 2024 15:48:34 +0100 Subject: [PATCH 095/404] New O1 models --- .../src/main/scala/io/cequence/openaiscala/domain/ModelId.scala | 2 ++ 1 file changed, 2 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala index d644187b..09c58627 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala @@ -162,6 +162,8 @@ object ModelId { val gpt_3_5_turbo_1106 = "gpt-3.5-turbo-1106" // Q*/Strawberry + val o1 = "o1" + val o1_2024_12_17 = "o1-2024-12-17" val o1_preview = "o1-preview" val o1_preview_2024_09_12 = "o1-preview-2024-09-12" val o1_mini = "o1-mini" From b67242bd0bee4876e33cb8e1e0a83ae76b2890d3 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 18 Dec 2024 15:49:25 +0100 Subject: [PATCH 096/404] New models: Berdrock Anthropic, Lamma3, Amazon nova, Gemini 2.0 Flash --- .../openaiscala/domain/NonOpenAIModelId.scala | 21 ++++++++++++++++++- 1 file changed, 20 insertions(+), 1 deletion(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index e6e62214..d02f24f6 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -14,7 +14,24 @@ object NonOpenAIModelId { val claude_2_0 = "claude-2.0" val claude_instant_1_2 = "claude-instant-1.2" - // Llama2/3 + // Anthropic Bedrock + val bedrock_claude_3_5_sonnet_20241022_v2_0 = "anthropic.claude-3-5-sonnet-20241022-v2:0" + val bedrock_claude_3_5_sonnet_20240620_v1_0 = "anthropic.claude-3-5-sonnet-20240620-v1:0" + val bedrock_claude_3_5_haiku_20241022_v1_0 = "anthropic.claude-3-5-haiku-20241022-v1:0" + val bedrock_claude_3_opus_20240229_v1_0 = "anthropic.claude-3-opus-20240229-v1:0" + val bedrock_claude_3_sonnet_20240229_v1_0 = "anthropic.claude-3-sonnet-20240229-v1:0" + val bedrock_claude_3_haiku_20240307_v1_0 = "anthropic.claude-3-haiku-20240307-v1:0" + + // Nova (Bedrock) + val amazon_nova_pro_v1_0 = "amazon.nova-pro-v1:0" + val amazon_nova_lite_v1_0 = "amazon.nova-lite-v1:0" + val amazon_nova_micro_v1_0 = "amazon.nova-micro-v1:0" + + // Llama + val llama_3_3_70b_versatile = "llama-3.3-70b-versatile" // Groq + val llama_3_3_70b_specdec = "llama-3.3-70b-specdec" // Groq + val llama_v3p3_70b_instruct = "llama-v3p3-70b-instruct" // Fireworks AI + val llama_3_3_70B_Instruct_Turbo = "meta-llama/Llama-3.3-70B-Instruct-Turbo" // Together AI val llama_v3p2_1b_instruct = "llama-v3p2-1b-instruct" // Fireworks AI val llama_v3p2_3b_instruct = "llama-v3p2-3b-instruct" // Fireworks AI val llama_v3p2_11b_vision_instruct = "llama-v3p2-11b-vision-instruct" // Fireworks AI @@ -139,6 +156,7 @@ object NonOpenAIModelId { val qwen2_72b_instruct = "Qwen/Qwen2-72B-Instruct" // Together AI // Google Vertex AI + val gemini_2_0_flash_exp = "gemini-2.0-flash-exp" val gemini_flash_experimental = "gemini-flash-experimental" val gemini_pro_experimental = "gemini-pro-experimental" val gemini_experimental = "gemini-experimental" @@ -202,6 +220,7 @@ object NonOpenAIModelId { // context 131072 val grok_beta = "grok-beta" + val grok_vision_beta = "grok-vision-beta" // Deepseek // context 64K, 4K (8KBeta) From 38cbcedb417322679bc73f99c74887a498a133d7 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 18 Dec 2024 15:50:43 +0100 Subject: [PATCH 097/404] AWS stream bytes decoder, event parser, and frame decoder --- .../impl/AwsEventStreamBytesDecoder.scala | 25 +++++++++ .../impl/AwsEventStreamEventParser.scala | 20 +++++++ .../impl/AwsEventStreamFrameDecoder.scala | 56 +++++++++++++++++++ 3 files changed, 101 insertions(+) create mode 100644 anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala create mode 100644 anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala create mode 100644 anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala new file mode 100644 index 00000000..20db9dbe --- /dev/null +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala @@ -0,0 +1,25 @@ +package io.cequence.openaiscala.anthropic.service.impl + +import akka.NotUsed +import akka.stream.scaladsl.Flow + +import java.util.Base64 +import play.api.libs.json.{JsString, JsValue, Json} + +object AwsEventStreamBytesDecoder { + def flow: Flow[JsValue, JsValue, NotUsed] = Flow[JsValue].map { eventJson => + // eventJson might look like: + // { ":message-type":"event", ":event-type":"...", "bytes":"base64string" } + + val base64Str = (eventJson \ "bytes").asOpt[String] + base64Str match { + case Some(encoded) => + val decoded = Base64.getDecoder.decode(encoded) + Json.parse(decoded) + case None => + // If there's no "bytes" field, return the original JSON (or handle differently) + eventJson + } + } +} + diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala new file mode 100644 index 00000000..b518b948 --- /dev/null +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala @@ -0,0 +1,20 @@ +package io.cequence.openaiscala.anthropic.service.impl + +import akka.NotUsed +import play.api.libs.json.{JsValue, Json} +import akka.stream._ +import akka.stream.scaladsl.Flow +import akka.util.ByteString + +object AwsEventStreamEventParser { + def flow: Flow[ByteString, Option[JsValue], NotUsed] = Flow[ByteString].map { frame => + val rawString = new String(frame.toArray) + + if (rawString.contains("message-type")) { + val jsonString = rawString.dropWhile(_ != '{').takeWhile(_ != '}') + "}" + Some(Json.parse(jsonString)) + } else + None + } +} + diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala new file mode 100644 index 00000000..541d24b8 --- /dev/null +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala @@ -0,0 +1,56 @@ +package io.cequence.openaiscala.anthropic.service.impl + +import akka.stream._ +import akka.stream.stage._ +import akka.util.ByteString + +class AwsEventStreamFrameDecoder extends GraphStage[FlowShape[ByteString, ByteString]] { + val in = Inlet[ByteString]("AwsEventStreamFrameDecoder.in") + val out = Outlet[ByteString]("AwsEventStreamFrameDecoder.out") + override val shape = FlowShape(in, out) + + private implicit val order = java.nio.ByteOrder.BIG_ENDIAN + + override def createLogic(attrs: Attributes): GraphStageLogic = new GraphStageLogic(shape) { + var buffer = ByteString.empty + + setHandler(in, new InHandler { + override def onPush(): Unit = { + buffer ++= grab(in) + emitFrames() + } + override def onUpstreamFinish(): Unit = { + emitFrames() + if (buffer.isEmpty) completeStage() + else failStage(new RuntimeException("Truncated frame at stream end")) + } + }) + + setHandler(out, new OutHandler { + override def onPull(): Unit = { + if (!hasBeenPulled(in)) pull(in) + } + }) + + def emitFrames(): Unit = { + while (buffer.size >= 4) { + val totalLength = buffer.iterator.getInt + println("buffer size: " + buffer.size) + println("total length: " + totalLength) + println("buffer: " + buffer.utf8String) + + if (buffer.size < 4 + totalLength) { + // not enough data yet + return + } + val frame = buffer.slice(4, 4 + totalLength) + buffer = buffer.drop(4 + totalLength) + emit(out, frame) + } + + if (!hasBeenPulled(in) && !isClosed(in)) { + pull(in) + } + } + } +} \ No newline at end of file From 60a77962128278996a72a18d8807e3bd4859ef92 Mon Sep 17 00:00:00 2001 From: peterbanda Date: Thu, 19 Dec 2024 09:45:41 +0100 Subject: [PATCH 098/404] Formatting --- .../impl/AwsEventStreamBytesDecoder.scala | 12 +++--- .../impl/AwsEventStreamEventParser.scala | 1 - .../impl/AwsEventStreamFrameDecoder.scala | 39 ++++++++++--------- 3 files changed, 27 insertions(+), 25 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala index 20db9dbe..e48a5f36 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala @@ -11,15 +11,15 @@ object AwsEventStreamBytesDecoder { // eventJson might look like: // { ":message-type":"event", ":event-type":"...", "bytes":"base64string" } - val base64Str = (eventJson \ "bytes").asOpt[String] - base64Str match { - case Some(encoded) => + (eventJson \ "bytes") + .asOpt[String] + .map { encoded => val decoded = Base64.getDecoder.decode(encoded) Json.parse(decoded) - case None => + } + .getOrElse( // If there's no "bytes" field, return the original JSON (or handle differently) eventJson - } + ) } } - diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala index b518b948..54e01b7f 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala @@ -17,4 +17,3 @@ object AwsEventStreamEventParser { None } } - diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala index 541d24b8..0a9555ab 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala @@ -14,30 +14,33 @@ class AwsEventStreamFrameDecoder extends GraphStage[FlowShape[ByteString, ByteSt override def createLogic(attrs: Attributes): GraphStageLogic = new GraphStageLogic(shape) { var buffer = ByteString.empty - setHandler(in, new InHandler { - override def onPush(): Unit = { - buffer ++= grab(in) - emitFrames() - } - override def onUpstreamFinish(): Unit = { - emitFrames() - if (buffer.isEmpty) completeStage() - else failStage(new RuntimeException("Truncated frame at stream end")) + setHandler( + in, + new InHandler { + override def onPush(): Unit = { + buffer ++= grab(in) + emitFrames() + } + override def onUpstreamFinish(): Unit = { + emitFrames() + if (buffer.isEmpty) completeStage() + else failStage(new RuntimeException("Truncated frame at stream end")) + } } - }) + ) - setHandler(out, new OutHandler { - override def onPull(): Unit = { - if (!hasBeenPulled(in)) pull(in) + setHandler( + out, + new OutHandler { + override def onPull(): Unit = { + if (!hasBeenPulled(in)) pull(in) + } } - }) + ) def emitFrames(): Unit = { while (buffer.size >= 4) { val totalLength = buffer.iterator.getInt - println("buffer size: " + buffer.size) - println("total length: " + totalLength) - println("buffer: " + buffer.utf8String) if (buffer.size < 4 + totalLength) { // not enough data yet @@ -53,4 +56,4 @@ class AwsEventStreamFrameDecoder extends GraphStage[FlowShape[ByteString, ByteSt } } } -} \ No newline at end of file +} From 54f3383602bd5eff99c4c4e1c4f837b85d18ce76 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 19 Dec 2024 10:05:50 +0100 Subject: [PATCH 099/404] Removing AWS stream frame decoder --- .../impl/AwsEventStreamFrameDecoder.scala | 59 ------------------- 1 file changed, 59 deletions(-) delete mode 100644 anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala deleted file mode 100644 index 0a9555ab..00000000 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamFrameDecoder.scala +++ /dev/null @@ -1,59 +0,0 @@ -package io.cequence.openaiscala.anthropic.service.impl - -import akka.stream._ -import akka.stream.stage._ -import akka.util.ByteString - -class AwsEventStreamFrameDecoder extends GraphStage[FlowShape[ByteString, ByteString]] { - val in = Inlet[ByteString]("AwsEventStreamFrameDecoder.in") - val out = Outlet[ByteString]("AwsEventStreamFrameDecoder.out") - override val shape = FlowShape(in, out) - - private implicit val order = java.nio.ByteOrder.BIG_ENDIAN - - override def createLogic(attrs: Attributes): GraphStageLogic = new GraphStageLogic(shape) { - var buffer = ByteString.empty - - setHandler( - in, - new InHandler { - override def onPush(): Unit = { - buffer ++= grab(in) - emitFrames() - } - override def onUpstreamFinish(): Unit = { - emitFrames() - if (buffer.isEmpty) completeStage() - else failStage(new RuntimeException("Truncated frame at stream end")) - } - } - ) - - setHandler( - out, - new OutHandler { - override def onPull(): Unit = { - if (!hasBeenPulled(in)) pull(in) - } - } - ) - - def emitFrames(): Unit = { - while (buffer.size >= 4) { - val totalLength = buffer.iterator.getInt - - if (buffer.size < 4 + totalLength) { - // not enough data yet - return - } - val frame = buffer.slice(4, 4 + totalLength) - buffer = buffer.drop(4 + totalLength) - emit(out, frame) - } - - if (!hasBeenPulled(in) && !isClosed(in)) { - pull(in) - } - } - } -} From 4abc964a43b3bb0a2802a836d57613d3e86c2465 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 19 Dec 2024 15:53:21 +0100 Subject: [PATCH 100/404] Chat completion intercept adapter --- .../domain/ChatCompletionInterceptData.scala | 12 ++++ .../ChatCompletionInterceptAdapter.scala | 58 +++++++++++++++++++ .../adapter/OpenAIServiceAdapters.scala | 15 ++++- 3 files changed, 83 insertions(+), 2 deletions(-) create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionInterceptAdapter.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala new file mode 100644 index 00000000..fb0c136d --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala @@ -0,0 +1,12 @@ +package io.cequence.openaiscala.domain + +import io.cequence.openaiscala.domain.response.ChatCompletionResponse +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings + +case class ChatCompletionInterceptData( + messages: Seq[BaseMessage], + setting: CreateChatCompletionSettings, + response: ChatCompletionResponse, + timeRequestReceived: java.util.Date, + timeResponseReceived: java.util.Date +) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionInterceptAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionInterceptAdapter.scala new file mode 100644 index 00000000..7894ac48 --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionInterceptAdapter.scala @@ -0,0 +1,58 @@ +package io.cequence.openaiscala.service.adapter + +import io.cequence.openaiscala.domain.{BaseMessage, ChatCompletionInterceptData} +import io.cequence.openaiscala.domain.response.ChatCompletionResponse +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.service.OpenAIChatCompletionService +import io.cequence.wsclient.service.CloseableService +import io.cequence.wsclient.service.adapter.ServiceWrapper + +import scala.concurrent.{ExecutionContext, Future} + +private class ChatCompletionInterceptAdapter[S <: OpenAIChatCompletionService]( + intercept: ChatCompletionInterceptData => Future[Unit] +)( + underlying: S +)( + implicit ec: ExecutionContext +) extends ServiceWrapper[S] + with CloseableService + with OpenAIChatCompletionService { + + // we just delegate all the calls to the underlying service + override def wrap[T]( + fun: S => Future[T] + ): Future[T] = fun(underlying) + + // but for the chat completion we adapt the messages and settings + override def createChatCompletion( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings + ): Future[ChatCompletionResponse] = { + val timeRequestReceived = new java.util.Date() + + for { + response <- underlying.createChatCompletion( + messages, + settings + ) + + _ <- { + val timeResponseReceived = new java.util.Date() + + intercept( + ChatCompletionInterceptData( + messages, + settings, + response, + timeRequestReceived, + timeResponseReceived + ) + ) + } + } yield response + } + + override def close(): Unit = + underlying.close() +} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala index 1272782e..f1a71d7c 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala @@ -1,13 +1,13 @@ package io.cequence.openaiscala.service.adapter -import io.cequence.openaiscala.domain.BaseMessage +import io.cequence.openaiscala.domain.{BaseMessage, ChatCompletionInterceptData} import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.service._ import io.cequence.openaiscala.service.adapter.ServiceWrapperTypes._ import io.cequence.wsclient.service.CloseableService import io.cequence.wsclient.service.adapter.ServiceWrapperTypes.CloseableServiceWrapper -import scala.concurrent.ExecutionContext +import scala.concurrent.{ExecutionContext, Future} object OpenAIServiceAdapters { @@ -41,6 +41,17 @@ trait OpenAIServiceAdapters[S <: CloseableService] extends ServiceAdapters[S] { new ChatCompletionInputAdapter(adaptMessages, adaptSettings)(service) ) + def chatCompletionIntercept( + intercept: ChatCompletionInterceptData => Future[Unit] + )( + service: S with OpenAIChatCompletionService + )( + implicit ec: ExecutionContext + ): S = + wrapAndDelegateChatCompletion( + new ChatCompletionInterceptAdapter(intercept)(service) + ) + def chatCompletionRouter( serviceModels: Map[OpenAIChatCompletionService, Seq[String]], service: S with OpenAIChatCompletionService From b6a3faa11adcab6b53d016b135865bfb8616fd4a Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 20 Dec 2024 15:18:13 +0100 Subject: [PATCH 101/404] WS client version bump --- project/Dependencies.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/project/Dependencies.scala b/project/Dependencies.scala index a11bf468..49ac9e62 100644 --- a/project/Dependencies.scala +++ b/project/Dependencies.scala @@ -1,7 +1,7 @@ object Dependencies { object Versions { - val wsClient = "0.6.3" + val wsClient = "0.6.4" val scalaMock = "6.0.0" } } From bf9f7595520da1d171fa49eb0cd30a69d43bea2f Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 20 Dec 2024 15:23:21 +0100 Subject: [PATCH 102/404] Bedrock/AWS impl with anthropic models support --- .../service/AnthropicServiceConsts.scala | 3 + .../service/AnthropicServiceFactory.scala | 73 +++++++- .../anthropic/service/impl/Anthropic.scala | 95 ++++++++++ .../impl/AnthropicBedrockServiceImpl.scala | 128 +++++++++++++ .../service/impl/AnthropicServiceImpl.scala | 104 ++-------- .../service/impl/BedrockAuthHelper.scala | 177 ++++++++++++++++++ .../anthropic/service/impl/EndPoint.scala | 3 +- .../nonopenai/ChatCompletionProvider.scala | 9 + 8 files changed, 490 insertions(+), 102 deletions(-) create mode 100644 anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala create mode 100644 anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicBedrockServiceImpl.scala create mode 100644 anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/BedrockAuthHelper.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceConsts.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceConsts.scala index 93180a32..bdefefe9 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceConsts.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceConsts.scala @@ -10,6 +10,9 @@ trait AnthropicServiceConsts { protected val defaultCoreUrl = "https://api.anthropic.com/v1/" + protected def bedrockCoreUrl(region: String) = + s"https://bedrock-runtime.$region.amazonaws.com/" + object DefaultSettings { val CreateMessage = AnthropicCreateMessageSettings( diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala index abcb58d5..3711408d 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala @@ -2,7 +2,9 @@ package io.cequence.openaiscala.anthropic.service import akka.stream.Materializer import io.cequence.openaiscala.anthropic.service.impl.{ + AnthropicBedrockServiceImpl, AnthropicServiceImpl, + BedrockConnectionSettings, OpenAIAnthropicChatCompletionService } import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService @@ -22,7 +24,13 @@ import scala.concurrent.ExecutionContext object AnthropicServiceFactory extends AnthropicServiceConsts { private def apiVersion = "2023-06-01" - private def envAPIKey = "ANTHROPIC_API_KEY" + + object EnvKeys { + val anthropicAPIKey = "ANTHROPIC_API_KEY" + val bedrockAccessKey = "AWS_BEDROCK_ACCESS_KEY" + val bedrockSecretKey = "AWS_BEDROCK_SECRET_KEY" + val bedrockRegion = "AWS_BEDROCK_REGION" + } /** * Create a new instance of the [[OpenAIChatCompletionService]] wrapping the AnthropicService @@ -37,7 +45,7 @@ object AnthropicServiceFactory extends AnthropicServiceConsts { * @return */ def asOpenAI( - apiKey: String = getAPIKeyFromEnv(), + apiKey: String = getEnvValue(EnvKeys.anthropicAPIKey), timeouts: Option[Timeouts] = None, withCache: Boolean = false )( @@ -48,6 +56,19 @@ object AnthropicServiceFactory extends AnthropicServiceConsts { AnthropicServiceFactory(apiKey, timeouts, withPdf = false, withCache) ) + def bedrockAsOpenAI( + accessKey: String = getEnvValue(EnvKeys.bedrockAccessKey), + secretKey: String = getEnvValue(EnvKeys.bedrockSecretKey), + region: String = getEnvValue(EnvKeys.bedrockRegion), + timeouts: Option[Timeouts] = None + )( + implicit ec: ExecutionContext, + materializer: Materializer + ): OpenAIChatCompletionStreamedService = + new OpenAIAnthropicChatCompletionService( + AnthropicServiceFactory.forBedrock(accessKey, secretKey, region, timeouts) + ) + /** * Create a new instance of the [[AnthropicService]] * @@ -61,7 +82,7 @@ object AnthropicServiceFactory extends AnthropicServiceConsts { * @return */ def apply( - apiKey: String = getAPIKeyFromEnv(), + apiKey: String = getEnvValue(EnvKeys.anthropicAPIKey), timeouts: Option[Timeouts] = None, withPdf: Boolean = false, withCache: Boolean = false @@ -78,17 +99,31 @@ object AnthropicServiceFactory extends AnthropicServiceConsts { new AnthropicServiceClassImpl(defaultCoreUrl, authHeaders, timeouts) } - private def getAPIKeyFromEnv(): String = - Option(System.getenv(envAPIKey)).getOrElse( + def forBedrock( + accessKey: String = getEnvValue(EnvKeys.bedrockAccessKey), + secretKey: String = getEnvValue(EnvKeys.bedrockSecretKey), + region: String = getEnvValue(EnvKeys.bedrockRegion), + timeouts: Option[Timeouts] = None + )( + implicit ec: ExecutionContext, + materializer: Materializer + ): AnthropicService = + new AnthropicBedrockServiceClassImpl( + BedrockConnectionSettings(accessKey, secretKey, region), + timeouts + ) + + private def getEnvValue(envKey: String): String = + Option(System.getenv(envKey)).getOrElse( throw new IllegalStateException( - "ANTHROPIC_API_KEY environment variable expected but not set. Alternatively, you can pass the API key explicitly to the factory method." + s"${envKey} environment variable expected but not set. Alternatively, you can pass the API key explicitly to the factory method." ) ) private class AnthropicServiceClassImpl( - val coreUrl: String, - val authHeaders: Seq[(String, String)], - val explTimeouts: Option[Timeouts] = None + coreUrl: String, + authHeaders: Seq[(String, String)], + explTimeouts: Option[Timeouts] = None )( implicit val ec: ExecutionContext, val materializer: Materializer @@ -97,7 +132,25 @@ object AnthropicServiceFactory extends AnthropicServiceConsts { override protected val engine: WSClientEngine with WSClientEngineStreamExtra = PlayWSStreamClientEngine( coreUrl, - WsRequestContext(authHeaders = authHeaders, explTimeouts = explTimeouts) + WsRequestContext(authHeaders = authHeaders, explTimeouts = explTimeouts), + recoverErrors + ) + } + + private class AnthropicBedrockServiceClassImpl( + override val connectionInfo: BedrockConnectionSettings, + explTimeouts: Option[Timeouts] = None + )( + implicit val ec: ExecutionContext, + val materializer: Materializer + ) extends AnthropicBedrockServiceImpl { + + // Play WS engine + override protected val engine: WSClientEngine with WSClientEngineStreamExtra = + PlayWSStreamClientEngine( + coreUrl = bedrockCoreUrl(connectionInfo.region), + WsRequestContext(explTimeouts = explTimeouts), + recoverErrors ) } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala new file mode 100644 index 00000000..c2909e6a --- /dev/null +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala @@ -0,0 +1,95 @@ +package io.cequence.openaiscala.anthropic.service.impl + +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.anthropic.JsonFormats +import io.cequence.openaiscala.anthropic.domain.{ChatRole, Content, Message} +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, SystemMessageContent} +import io.cequence.openaiscala.anthropic.domain.response.ContentBlockDelta +import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings +import io.cequence.openaiscala.anthropic.service.{AnthropicService, HandleAnthropicErrorCodes} +import io.cequence.wsclient.service.WSClientWithEngineTypes.WSClientWithStreamEngine +import org.slf4j.LoggerFactory +import play.api.libs.json.{JsString, JsValue, Json, Writes} +import com.typesafe.scalalogging.Logger +import io.cequence.wsclient.JsonUtil.JsonOps + +trait Anthropic + extends AnthropicService + with WSClientWithStreamEngine + with HandleAnthropicErrorCodes + with JsonFormats { + + protected val logger = Logger(LoggerFactory.getLogger(this.getClass)) + + protected def createBodyParamsForMessageCreation( + messages: Seq[Message], + settings: AnthropicCreateMessageSettings, + stream: Option[Boolean], + ignoreModel: Boolean = false + ): Seq[(Param, Option[JsValue])] = { + assert(messages.nonEmpty, "At least one message expected.") + + val (system, nonSystem) = messages.partition(_.isSystem) + + assert(nonSystem.head.role == ChatRole.User, "First non-system message must be from user.") + assert( + system.size <= 1, + "System message can be only 1. Use SystemMessageContent to include more content blocks." + ) + + val messageJsons = nonSystem.map(Json.toJson(_)) + + val systemJson: Seq[JsValue] = system.map { + case SystemMessage(text, cacheControl) => + if (cacheControl.isEmpty) JsString(text) + else { + val blocks = + Seq(Content.ContentBlockBase(Content.ContentBlock.TextBlock(text), cacheControl)) + + Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites)) + } + case SystemMessageContent(blocks) => + Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites)) + } + + jsonBodyParams( + Param.messages -> Some(messageJsons), + Param.model -> (if (ignoreModel) None else Some(settings.model)), + Param.system -> { + if (system.isEmpty) None + else Some(systemJson.head) + }, + Param.max_tokens -> Some(settings.max_tokens), + Param.metadata -> { if (settings.metadata.isEmpty) None else Some(settings.metadata) }, + Param.stop_sequences -> { + if (settings.stop_sequences.nonEmpty) Some(settings.stop_sequences) else None + }, + Param.stream -> stream, + Param.temperature -> settings.temperature, + Param.top_p -> settings.top_p, + Param.top_k -> settings.top_k + ) + } + + protected def serializeStreamedJson(json: JsValue): Option[ContentBlockDelta] = + (json \ "error").toOption.map { error => + logger.error(s"Error in streamed response: ${error.toString()}") + throw new OpenAIScalaClientException(error.toString()) + }.getOrElse { + val jsonType = (json \ "type").as[String] + + // TODO: for now, we return only ContentBlockDelta + jsonType match { + case "message_start" => None // json.asSafe[CreateMessageChunkResponse] + case "content_block_start" => None + case "ping" => None + case "content_block_delta" => Some(json.asSafe[ContentBlockDelta]) + case "content_block_stop" => None + case "message_delta" => None + case "message_stop" => None + case _ => + logger.error(s"Unknown message type: $jsonType") + throw new OpenAIScalaClientException(s"Unknown message type: $jsonType") + } + } +} diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicBedrockServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicBedrockServiceImpl.scala new file mode 100644 index 00000000..53ecab68 --- /dev/null +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicBedrockServiceImpl.scala @@ -0,0 +1,128 @@ +package io.cequence.openaiscala.anthropic.service.impl + +import akka.NotUsed +import akka.stream.javadsl.{Framing, FramingTruncation} +import akka.stream.scaladsl.Source +import akka.util.ByteString +import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.response.{ + ContentBlockDelta, + CreateMessageResponse +} +import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings +import io.cequence.wsclient.ResponseImplicits.JsonSafeOps +import play.api.libs.json.{JsString, JsValue, Json} + +import scala.concurrent.Future + +private[service] trait AnthropicBedrockServiceImpl extends Anthropic with BedrockAuthHelper { + + override protected type PEP = String + override protected type PT = Param + + private def invokeEndpoint(model: String) = s"model/$model/invoke" + private def invokeWithResponseStreamEndpoint(model: String) = + s"model/$model/invoke-with-response-stream" + private val serviceName = "bedrock" + + private val bedrockAnthropicVersion = "bedrock-2023-05-31" + + override def createMessage( + messages: Seq[Message], + settings: AnthropicCreateMessageSettings + ): Future[CreateMessageResponse] = { + val coreBodyParams = + createBodyParamsForMessageCreation(messages, settings, stream = None, ignoreModel = true) + val bodyParams = + coreBodyParams :+ (Param.anthropic_version -> Some(JsString(bedrockAnthropicVersion))) + + val jsBodyObject = toJsBodyObject(paramTuplesToStrings(bodyParams)) + val endpoint = invokeEndpoint(settings.model) + + val extraHeaders = createSignatureHeaders( + "POST", + createURL(Some(endpoint)), + headers = requestContext.authHeaders, + jsBodyObject + ) + + execPOST( + endpoint, + bodyParams = bodyParams, + extraHeaders = extraHeaders + ).map( + _.asSafeJson[CreateMessageResponse] + ) + } + + override def createMessageStreamed( + messages: Seq[Message], + settings: AnthropicCreateMessageSettings + ): Source[ContentBlockDelta, NotUsed] = { + val coreBodyParams = + createBodyParamsForMessageCreation(messages, settings, stream = None, ignoreModel = true) + val bodyParams = + coreBodyParams :+ (Param.anthropic_version -> Some(JsString(bedrockAnthropicVersion))) + + val stringParams = paramTuplesToStrings(bodyParams) + val jsBodyObject = toJsBodyObject(stringParams) + val endpoint = invokeWithResponseStreamEndpoint(settings.model) + + val extraHeaders = createSignatureHeaders( + "POST", + createURL(Some(endpoint)), + headers = requestContext.authHeaders, + jsBodyObject + ) + + engine + .execRawStream( + endpoint, + "POST", + endPointParam = None, + params = Nil, + bodyParams = stringParams, + extraHeaders = extraHeaders + ) + .via( + Framing.delimiter( + ByteString(":content-type"), + maximumFrameLength = 65536, + FramingTruncation.ALLOW + ) + ) + .via(AwsEventStreamEventParser.flow) // parse frames into JSON with "bytes" + .collect { case Some(x) => x } + .via(AwsEventStreamBytesDecoder.flow) // decode the " + .map(serializeStreamedJson) + .collect { case Some(delta) => delta } + } + + protected def createSignatureHeaders( + method: String, + url: String, + headers: Seq[(String, String)], + body: JsValue + ): Seq[(String, String)] = { + val connectionSettings = connectionInfo + + addAuthHeaders( + method, + url, + headers.toMap, + Json.stringify(body), + accessKey = connectionSettings.accessKey, + secretKey = connectionSettings.secretKey, + region = connectionSettings.region, + service = serviceName + ).toSeq + } + + def connectionInfo: BedrockConnectionSettings +} + +case class BedrockConnectionSettings( + accessKey: String, + secretKey: String, + region: String +) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index 629f8ea9..26e240c5 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -2,130 +2,52 @@ package io.cequence.openaiscala.anthropic.service.impl import akka.NotUsed import akka.stream.scaladsl.Source -import io.cequence.openaiscala.OpenAIScalaClientException -import io.cequence.openaiscala.anthropic.JsonFormats -import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, SystemMessageContent} import io.cequence.openaiscala.anthropic.domain.response.{ ContentBlockDelta, CreateMessageResponse } import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.domain.{ChatRole, Content, Message} -import io.cequence.openaiscala.anthropic.service.{AnthropicService, HandleAnthropicErrorCodes} import io.cequence.wsclient.JsonUtil.JsonOps import io.cequence.wsclient.ResponseImplicits.JsonSafeOps -import io.cequence.wsclient.service.WSClientWithEngineTypes.WSClientWithStreamEngine -import org.slf4j.LoggerFactory -import play.api.libs.json.{JsString, JsValue, Json, Writes} import scala.concurrent.Future -trait Anthropic - extends AnthropicService - with WSClientWithStreamEngine - with HandleAnthropicErrorCodes - with JsonFormats - private[service] trait AnthropicServiceImpl extends Anthropic { override protected type PEP = EndPoint override protected type PT = Param - private val logger = LoggerFactory.getLogger("AnthropicServiceImpl") - override def createMessage( messages: Seq[Message], settings: AnthropicCreateMessageSettings - ): Future[CreateMessageResponse] = + ): Future[CreateMessageResponse] = { + val bodyParams = + createBodyParamsForMessageCreation(messages, settings, stream = Some(false)) + execPOST( EndPoint.messages, - bodyParams = createBodyParamsForMessageCreation(messages, settings, stream = false) + bodyParams = bodyParams ).map( _.asSafeJson[CreateMessageResponse] ) + } override def createMessageStreamed( messages: Seq[Message], settings: AnthropicCreateMessageSettings - ): Source[ContentBlockDelta, NotUsed] = + ): Source[ContentBlockDelta, NotUsed] = { + val bodyParams = + createBodyParamsForMessageCreation(messages, settings, stream = Some(true)) + val stringParams = paramTuplesToStrings(bodyParams) + engine .execJsonStream( EndPoint.messages.toString(), "POST", - bodyParams = paramTuplesToStrings( - createBodyParamsForMessageCreation(messages, settings, stream = true) - ) + bodyParams = stringParams ) - .map { (json: JsValue) => - (json \ "error").toOption.map { error => - logger.error(s"Error in streamed response: ${error.toString()}") - throw new OpenAIScalaClientException(error.toString()) - }.getOrElse { - val jsonType = (json \ "type").as[String] - - // TODO: for now, we return only ContentBlockDelta - jsonType match { - case "message_start" => None // json.asSafe[CreateMessageChunkResponse] - case "content_block_start" => None - case "ping" => None - case "content_block_delta" => Some(json.asSafe[ContentBlockDelta]) - case "content_block_stop" => None - case "message_delta" => None - case "message_stop" => None - case _ => - logger.error(s"Unknown message type: $jsonType") - throw new OpenAIScalaClientException(s"Unknown message type: $jsonType") - } - } - } + .map(serializeStreamedJson) .collect { case Some(delta) => delta } - - private def createBodyParamsForMessageCreation( - messages: Seq[Message], - settings: AnthropicCreateMessageSettings, - stream: Boolean - ): Seq[(Param, Option[JsValue])] = { - assert(messages.nonEmpty, "At least one message expected.") - - val (system, nonSystem) = messages.partition(_.isSystem) - - assert(nonSystem.head.role == ChatRole.User, "First non-system message must be from user.") - assert( - system.size <= 1, - "System message can be only 1. Use SystemMessageContent to include more content blocks." - ) - - val messageJsons = nonSystem.map(Json.toJson(_)) - - val systemJson: Seq[JsValue] = system.map { - case SystemMessage(text, cacheControl) => - if (cacheControl.isEmpty) JsString(text) - else { - val blocks = - Seq(Content.ContentBlockBase(Content.ContentBlock.TextBlock(text), cacheControl)) - - Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites)) - } - case SystemMessageContent(blocks) => - Json.toJson(blocks)(Writes.seq(contentBlockBaseWrites)) - } - - jsonBodyParams( - Param.messages -> Some(messageJsons), - Param.model -> Some(settings.model), - Param.system -> { - if (system.isEmpty) None - else Some(systemJson.head) - }, - Param.max_tokens -> Some(settings.max_tokens), - Param.metadata -> { if (settings.metadata.isEmpty) None else Some(settings.metadata) }, - Param.stop_sequences -> { - if (settings.stop_sequences.nonEmpty) Some(settings.stop_sequences) else None - }, - Param.stream -> Some(stream), - Param.temperature -> settings.temperature, - Param.top_p -> settings.top_p, - Param.top_k -> settings.top_k - ) } } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/BedrockAuthHelper.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/BedrockAuthHelper.scala new file mode 100644 index 00000000..519f49e6 --- /dev/null +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/BedrockAuthHelper.scala @@ -0,0 +1,177 @@ +package io.cequence.openaiscala.anthropic.service.impl + +import java.net.{URL, URLEncoder} +import java.nio.charset.StandardCharsets +import scala.collection.mutable +import io.cequence.wsclient.EncryptionUtil._ + +trait BedrockAuthHelper { + + private val SignaturePrefix = "AWS4-HMAC-SHA256" + + protected def addAuthHeaders( + method: String, + url: String, + headers: Map[String, String], + body: String, + accessKey: String, + secretKey: String, + region: String, + service: String + ): Map[String, String] = { + // ISO 8601 format for date/time and a short date + val now = java.time.Instant.now() + val amzdate = java.time.format.DateTimeFormatter + .ofPattern("yyyyMMdd'T'HHmmss'Z'") + .withZone(java.time.ZoneOffset.UTC) + .format(now) + + val datestamp = + java.time.format.DateTimeFormatter + .ofPattern("yyyyMMdd") + .withZone(java.time.ZoneOffset.UTC) + .format(now) + + val newHeaders = mutable.Map(headers.toSeq: _*) + + // Add required headers + newHeaders += ("X-Amz-Date" -> amzdate) + + // Compute payload hash + val payloadHash = sha256Hash(body) + + // Create canonical request + val (canonicalRequest, signedHeadersStr) = + createCanonicalRequest(method, url, newHeaders, payloadHash) + + // Create string to sign + val (stringToSign, credentialScope) = + createStringToSign(canonicalRequest, datestamp, amzdate, region, service) + + // Calculate the signature + val signature = calculateSignature(secretKey, datestamp, region, service, stringToSign) + + // Create Authorization header + val authorizationHeader = + s"AWS4-HMAC-SHA256 Credential=$accessKey/$credentialScope, SignedHeaders=$signedHeadersStr, Signature=$signature" + + newHeaders += ("Authorization" -> authorizationHeader) + + newHeaders.toMap + } + + private def createStringToSign( + canonicalRequest: String, + datestamp: String, + amzdate: String, + region: String, + service: String + ): (String, String) = { + val credentialScope = s"$datestamp/$region/$service/aws4_request" + val hash = sha256Hash(canonicalRequest) + val stringToSign = + s"""$SignaturePrefix + |$amzdate + |$credentialScope + |$hash""".stripMargin + (stringToSign, credentialScope) + } + + private def calculateSignature( + secretKey: String, + datestamp: String, + region: String, + service: String, + stringToSign: String + ): String = { + val kDate = hmacSHA256(("AWS4" + secretKey).getBytes(StandardCharsets.UTF_8), datestamp) + val kRegion = hmacSHA256(kDate, region) + val kService = hmacSHA256(kRegion, service) + val kSigning = hmacSHA256(kService, "aws4_request") + val signature = hmacSHA256(kSigning, stringToSign) + signature.map("%02x".format(_)).mkString + } + + // URL util + private def hostFromUrl(url: String): String = { + val parsedUrl = new URL(url) + val scheme = parsedUrl.getProtocol + val host = parsedUrl.getHost.toLowerCase + val port = parsedUrl.getPort + val defaultPort = scheme match { + case "http" => 80 + case "https" => 443 + case _ => -1 + } + if (port != -1 && port != defaultPort) s"$host:$port" else host + } + + private def normalizePath(path: String): String = { + val normalizedPath = if (!path.startsWith("/")) "/" + path else path + normalizedPath.replace(":", "%3A") // TODO: expand this to handle more special characters + } + + private def canonicalQueryString(url: String): String = { + val parsedUrl = new URL(url) + val query = parsedUrl.getQuery + if (query == null || query.isEmpty) { + "" + } else { + val queryParams = query + .split("&") + .toList + .map { param => + val Array(key, value) = param.split("=", 2) match { + case Array(k, v) => Array(k, v) + case Array(k) => Array(k, "") + } + ( + URLEncoder.encode(key, "UTF-8").replace("+", "%20"), + URLEncoder.encode(value, "UTF-8").replace("+", "%20") + ) + } + .sortBy(_._1) + + queryParams.map { case (k, v) => s"$k=$v" }.mkString("&") + } + } + + private def createCanonicalRequest( + method: String, + url: String, + headers: mutable.Map[String, String], + payloadHash: String + ): (String, String) = { + // Ensure 'host' header is present + if (!headers.exists { case (k, _) => k.equalsIgnoreCase("host") }) { + headers += ("Host" -> hostFromUrl(url)) + } + + // Lowercase header keys and trim values + val lowercaseHeaders = headers.map { case (k, v) => (k.toLowerCase, v.trim) } + val sortedHeaderKeys = lowercaseHeaders.keys.toList.sorted + + // Canonical headers + val canonicalHeadersStr = + sortedHeaderKeys.map(k => s"$k:${lowercaseHeaders(k)}").mkString("\n") + "\n" + + // Signed headers + val signedHeadersStr = sortedHeaderKeys.mkString(";") + + // Path and query + val parsedUrl = new URL(url) + val canonicalPath = normalizePath(parsedUrl.getPath) + val canonicalQuery = canonicalQueryString(url) + + // Build canonical request + val canonicalRequest = + s"""${method.toUpperCase} + |$canonicalPath + |$canonicalQuery + |$canonicalHeadersStr + |$signedHeadersStr + |$payloadHash""".stripMargin + + (canonicalRequest, signedHeadersStr) + } +} diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/EndPoint.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/EndPoint.scala index 1c11b26e..b809fa9e 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/EndPoint.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/EndPoint.scala @@ -22,5 +22,6 @@ object Param { case object temperature extends Param case object top_p extends Param case object top_k extends Param - + // bedrock + case object anthropic_version extends Param } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala index 99af1e36..e9dafe36 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala @@ -90,6 +90,15 @@ object ChatCompletionProvider { ): OpenAIChatCompletionStreamedService = AnthropicServiceFactory.asOpenAI(withCache = withCache) + /** + * Requires `ANTHROPIC_API_KEY` + */ + def anthropicBedrock( + implicit ec: ExecutionContext, + m: Materializer + ): OpenAIChatCompletionStreamedService = + AnthropicServiceFactory.bedrockAsOpenAI() + def deepseek( implicit ec: ExecutionContext, m: Materializer From 0029d00102d5e669bbbf71107e13f94ff2ea6d93 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 20 Dec 2024 15:24:43 +0100 Subject: [PATCH 103/404] Anthropic bedrock chat completion examples --- ...tCompletionStreamedWithOpenAIAdapter.scala | 36 ++++++++++++++ ...reateChatCompletionWithOpenAIAdapter.scala | 34 ++++++++++++++ .../AnthropicBedrockCreateMessage.scala | 47 +++++++++++++++++++ ...nthropicBedrockCreateMessageStreamed.scala | 39 +++++++++++++++ .../AnthropicCreateCachedMessage.scala | 4 +- ...tCompletionStreamedWithOpenAIAdapter.scala | 3 +- 6 files changed, 160 insertions(+), 3 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionWithOpenAIAdapter.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessage.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter.scala new file mode 100644 index 00000000..d9aa6e6e --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -0,0 +1,36 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set +object AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionStreamedService] { + + override val service: OpenAIChatCompletionStreamedService = + ChatCompletionProvider.anthropicBedrock + + private val messages = Seq( + SystemMessage("You are a helpful assistant."), + UserMessage("What is the weather like in Norway?") + ) + override protected def run: Future[_] = { + service + .createChatCompletionStreamed( + messages = messages, + settings = CreateChatCompletionSettings( + model = NonOpenAIModelId.claude_3_5_sonnet_20240620 + ) + ) + .runWith( + Sink.foreach { response => + print(response.choices.headOption.flatMap(_.delta.content).getOrElse("")) + } + ) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionWithOpenAIAdapter.scala new file mode 100644 index 00000000..b82f7b22 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionWithOpenAIAdapter.scala @@ -0,0 +1,34 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and 'AWS_BEDROCK_ACCESS_KEY', 'AWS_BEDROCK_SECRET_KEY', 'AWS_BEDROCK_REGION' environment variable to be set +object AnthropicBedrockCreateChatCompletionWithOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionService] { + + override val service: OpenAIChatCompletionService = ChatCompletionProvider.anthropicBedrock + + private val messages = Seq( + SystemMessage("You are a drunk assistant!"), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = + // using 'us.' prefix because of the cross-region inference (enabled only in the us) + "us." + NonOpenAIModelId.bedrock_claude_3_5_haiku_20241022_v1_0 + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings(modelId) + ) + .map { content => + println(content.choices.headOption.map(_.message.content).getOrElse("N/A")) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessage.scala new file mode 100644 index 00000000..948d8d6b --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessage.scala @@ -0,0 +1,47 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase +import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} +import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse +import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings +import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and 'AWS_BEDROCK_ACCESS_KEY', 'AWS_BEDROCK_SECRET_KEY', 'AWS_BEDROCK_REGION' environment variable to be set +object AnthropicBedrockCreateMessage extends ExampleBase[AnthropicService] { + + override protected val service: AnthropicService = AnthropicServiceFactory.forBedrock() + + private val messages: Seq[Message] = Seq( + SystemMessage("You are a drunk assistant!"), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = + // using 'us.' prefix because of the cross-region inference (enabled only in the us) + "us." + NonOpenAIModelId.bedrock_claude_3_5_sonnet_20241022_v2_0 + + override protected def run: Future[_] = + service + .createMessage( + messages, + settings = AnthropicCreateMessageSettings( + model = modelId, + max_tokens = 4096, + temperature = Some(1.0) + ) + ) + .map(printMessageContent) + + private def printMessageContent(response: CreateMessageResponse) = { + val text = + response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } + .mkString(" ") + println(text) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala new file mode 100644 index 00000000..7074479f --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala @@ -0,0 +1,39 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} +import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings +import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and 'AWS_BEDROCK_ACCESS_KEY', 'AWS_BEDROCK_SECRET_KEY', 'AWS_BEDROCK_REGION' environment variable to be set +object AnthropicBedrockCreateMessageStreamed extends ExampleBase[AnthropicService] { + + override protected val service: AnthropicService = AnthropicServiceFactory.forBedrock() + + val messages: Seq[Message] = Seq( + SystemMessage("You are a helpful assistant!"), + UserMessage("Start with the letter S followed by a quick story about Norway and finish with the letter E.") + ) + + private val modelId = "us." + NonOpenAIModelId.bedrock_claude_3_5_sonnet_20241022_v2_0 + + override protected def run: Future[_] = + service + .createMessageStreamed( + messages, + settings = AnthropicCreateMessageSettings( + model = modelId, + max_tokens = 4096 + ) + ) + .runWith( + Sink.foreach { response => + print(response.delta.text) + } + ) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala index 2c0b939b..00d14e22 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala @@ -2,11 +2,11 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, SingleString} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings -import io.cequence.openaiscala.anthropic.domain.{Content, Message} +import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} import io.cequence.openaiscala.domain.NonOpenAIModelId import io.cequence.openaiscala.examples.ExampleBase diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala index e8b0113b..9e9b6f71 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -15,7 +15,8 @@ object VertexAICreateChatCompletionStreamedWithOpenAIAdapter override val service: OpenAIChatCompletionStreamedService = ChatCompletionProvider.vertexAI - private val model = NonOpenAIModelId.gemini_1_5_flash_001 + // 2024-12-18: works only with us-central1 + private val model = NonOpenAIModelId.gemini_2_0_flash_exp private val messages = Seq( SystemMessage("You are a helpful assistant who makes jokes about Google. Use markdown"), From eab17386aeedcda2b811806c7661c518b2586a1e Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 20 Dec 2024 15:31:55 +0100 Subject: [PATCH 104/404] Formatting --- .../nonopenai/AnthropicBedrockCreateMessageStreamed.scala | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala index 7074479f..d243e6de 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala @@ -17,7 +17,9 @@ object AnthropicBedrockCreateMessageStreamed extends ExampleBase[AnthropicServic val messages: Seq[Message] = Seq( SystemMessage("You are a helpful assistant!"), - UserMessage("Start with the letter S followed by a quick story about Norway and finish with the letter E.") + UserMessage( + "Start with the letter S followed by a quick story about Norway and finish with the letter E." + ) ) private val modelId = "us." + NonOpenAIModelId.bedrock_claude_3_5_sonnet_20241022_v2_0 From 66500d8846ba85e8990075bcf36e9645a04e8d89 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 3 Jan 2025 14:18:43 +0100 Subject: [PATCH 105/404] Google vertex version bump - 1.6.0 --- google-vertexai-client/build.sbt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/google-vertexai-client/build.sbt b/google-vertexai-client/build.sbt index 99f4ce92..52ac067e 100644 --- a/google-vertexai-client/build.sbt +++ b/google-vertexai-client/build.sbt @@ -3,5 +3,5 @@ name := "openai-scala-google-vertexai-client" description := "OpenAI API wrapper for Google VertexAI." libraryDependencies ++= Seq( - "com.google.cloud" % "google-cloud-vertexai" % "1.4.0" + "com.google.cloud" % "google-cloud-vertexai" % "1.6.0" ) From 1249852aa961fe897c50b2d483fdb3aeca1ee6f8 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 3 Jan 2025 14:19:39 +0100 Subject: [PATCH 106/404] New models - gemini 2.0 flash and deepseek v3 --- .../anthropic/service/impl/AnthropicServiceImpl.scala | 3 +-- .../service/impl/OpenAIVertexAIChatCompletionService.scala | 4 ++-- .../io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 2 ++ 3 files changed, 5 insertions(+), 4 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index 26e240c5..222297d1 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -7,8 +7,7 @@ import io.cequence.openaiscala.anthropic.domain.response.{ CreateMessageResponse } import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings -import io.cequence.openaiscala.anthropic.domain.{ChatRole, Content, Message} -import io.cequence.wsclient.JsonUtil.JsonOps +import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.wsclient.ResponseImplicits.JsonSafeOps import scala.concurrent.Future diff --git a/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/OpenAIVertexAIChatCompletionService.scala b/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/OpenAIVertexAIChatCompletionService.scala index db8546d9..ff44d509 100644 --- a/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/OpenAIVertexAIChatCompletionService.scala +++ b/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/OpenAIVertexAIChatCompletionService.scala @@ -64,7 +64,7 @@ private[service] class OpenAIVertexAIChatCompletionService( created = openAIResponse.created, model = openAIResponse.model, system_fingerprint = openAIResponse.system_fingerprint, - choices = openAIResponse.choices.map(info => + choices = openAIResponse.choices.map { info => ChatCompletionChoiceChunkInfo( delta = ChunkMessageSpec( Some(ChatRole.Assistant), @@ -73,7 +73,7 @@ private[service] class OpenAIVertexAIChatCompletionService( index = info.index, finish_reason = info.finish_reason ) - ), + }, usage = openAIResponse.usage ) } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index d02f24f6..6cf1cd54 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -156,6 +156,7 @@ object NonOpenAIModelId { val qwen2_72b_instruct = "Qwen/Qwen2-72B-Instruct" // Together AI // Google Vertex AI + val gemini_2_0_flash_thinking_exp_1219 = "gemini-2.0-flash-thinking-exp-1219" val gemini_2_0_flash_exp = "gemini-2.0-flash-exp" val gemini_flash_experimental = "gemini-flash-experimental" val gemini_pro_experimental = "gemini-pro-experimental" @@ -224,6 +225,7 @@ object NonOpenAIModelId { // Deepseek // context 64K, 4K (8KBeta) + val deepseek_v3 = "deepseek-v3" // Fireworks val deepseek_chat = "deepseek-chat" val deepseek_coder = "deepseek-coder" } From 81cf970463bad32a4e20a5922f27ffb8155bde99 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 3 Jan 2025 14:54:16 +0100 Subject: [PATCH 107/404] Handling new o1 models (params, system messages, json mode) --- .../OpenAIChatCompletionServiceImpl.scala | 22 +++++++++++--- .../service/OpenAIChatCompletionExtra.scala | 11 +++---- .../ChatCompletionSettingsConversions.scala | 29 +++++++++++-------- 3 files changed, 41 insertions(+), 21 deletions(-) diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala index 762125f4..5f016d76 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala @@ -47,13 +47,25 @@ private[service] trait OpenAIChatCompletionServiceImpl trait ChatCompletionBodyMaker { - private val o1Models = Set( + private val noSystemMessageModels = Set( + ModelId.o1_preview, + ModelId.o1_preview_2024_09_12, + ModelId.o1_mini, + ModelId.o1_mini_2024_09_12 + ) + + private val o1PreviewModels = Set( ModelId.o1_preview, ModelId.o1_preview_2024_09_12, ModelId.o1_mini, ModelId.o1_mini_2024_09_12 ) + private val o1Models = Set( + ModelId.o1, + ModelId.o1_2024_12_17 + ) + protected def createBodyParamsForChatCompletion( messagesAux: Seq[BaseMessage], settings: CreateChatCompletionSettings, @@ -63,7 +75,7 @@ trait ChatCompletionBodyMaker { // O1 models needs some special treatment... revisit this later val messagesFinal = - if (o1Models.contains(settings.model)) + if (noSystemMessageModels.contains(settings.model)) MessageConversions.systemToUserMessages(messagesAux) else messagesAux @@ -72,8 +84,10 @@ trait ChatCompletionBodyMaker { // O1 models needs some special treatment... revisit this later val settingsFinal = - if (o1Models.contains(settings.model)) - ChatCompletionSettingsConversions.o1Specific(settings) + if (o1PreviewModels.contains(settings.model)) + ChatCompletionSettingsConversions.o1Preview(settings) + else if (o1Models.contains(settings.model)) + ChatCompletionSettingsConversions.o1(settings) else settings diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index ec48c79f..46470e3e 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -126,9 +126,10 @@ object OpenAIChatCompletionExtra { } private val defaultJsonSchemaModels = Seq( - "openai-" + ModelId.gpt_4o_2024_08_06, - ModelId.gpt_4o_2024_08_06 - ) + ModelId.gpt_4o_2024_08_06, + ModelId.o1, + ModelId.o1_2024_12_17 + ).flatMap(id => Seq(id, "openai-" + id)) def handleOutputJsonSchema( messages: Seq[BaseMessage], @@ -144,7 +145,7 @@ object OpenAIChatCompletionExtra { val (settingsFinal, addJsonToPrompt) = if (jsonSchemaModels.contains(settings.model)) { - logger.debug( + logger.info( s"Using OpenAI json schema mode for ${taskNameForLogging} and the model '${settings.model}' - name: ${jsonSchemaDef.name}, strict: ${jsonSchemaDef.strict}, structure:\n${jsonSchemaString}" ) @@ -157,7 +158,7 @@ object OpenAIChatCompletionExtra { } else { // otherwise we failover to json object format and pass json schema to the user prompt - logger.debug( + logger.info( s"Using JSON object mode for ${taskNameForLogging} and the model '${settings.model}'. Also passing a JSON schema as part of a user prompt." ) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala index b846c43e..94ebc79d 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -32,7 +32,7 @@ object ChatCompletionSettingsConversions { } else acc } - private val o1Conversions = Seq( + private val o1BaseConversions = Seq( // max tokens FieldConversionDef( _.max_tokens.isDefined, @@ -79,18 +79,23 @@ object ChatCompletionSettingsConversions { "O1 models don't support frequency penalty values other than the default of 0, converting to 0." ), warning = true - ), - // frequency_penalty - FieldConversionDef( - settings => - settings.response_format_type.isDefined && settings.response_format_type.get != ChatCompletionResponseFormatType.text, - _.copy(response_format_type = None), - Some( - "O1 models don't support json object/schema response format, converting to None." - ), - warning = true ) ) - val o1Specific: SettingsConversion = generic(o1Conversions) + private val o1PreviewConversions = + o1BaseConversions :+ + // response format type + FieldConversionDef( + settings => + settings.response_format_type.isDefined && settings.response_format_type.get != ChatCompletionResponseFormatType.text, + _.copy(response_format_type = None), + Some( + "O1 models don't support json object/schema response format, converting to None." + ), + warning = true + ) + + val o1: SettingsConversion = generic(o1BaseConversions) + + val o1Preview: SettingsConversion = generic(o1PreviewConversions) } From 5dea3a0dca1612c5f07c612294c86ab4025befa1 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 3 Jan 2025 16:52:39 +0100 Subject: [PATCH 108/404] Developer message type introduced --- .../vertexai/service/impl/package.scala | 4 +++- .../io/cequence/openaiscala/JsonFormats.scala | 14 ++++++++------ .../cequence/openaiscala/domain/BaseMessage.scala | 15 +++++++++++++++ .../io/cequence/openaiscala/domain/ChatRole.scala | 1 + ...ChatCompletionInputAdapterForFireworksAI.scala | 1 + 5 files changed, 28 insertions(+), 7 deletions(-) diff --git a/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala b/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala index 8652ddbf..bd9b7e42 100644 --- a/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala +++ b/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala @@ -12,6 +12,7 @@ import io.cequence.openaiscala.domain.{ AssistantMessage, BaseMessage, ChatRole, + DeveloperMessage, ImageURLContent, MessageSpec, SystemMessage, @@ -98,7 +99,8 @@ package object impl { messages: Seq[BaseMessage] ): Option[Content] = { val contents = messages.collect { - case SystemMessage(content, _) => content + case SystemMessage(content, _) => content + case DeveloperMessage(content, _) => content // legacy message type case MessageSpec(role, content, _) if role == ChatRole.System => content diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 07b0fb79..6aa73bfc 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -64,6 +64,7 @@ object JsonFormats { implicit lazy val chatRoleFormat: Format[ChatRole] = enumFormat[ChatRole]( ChatRole.User, + ChatRole.Developer, ChatRole.System, ChatRole.Assistant, ChatRole.Function, @@ -71,13 +72,11 @@ object JsonFormats { ) implicit lazy val contentWrites: Writes[Content] = Writes[Content] { - _ match { - case c: TextContent => - Json.obj("type" -> "text", "text" -> c.text) + case c: TextContent => + Json.obj("type" -> "text", "text" -> c.text) - case c: ImageURLContent => - Json.obj("type" -> "image_url", "image_url" -> Json.obj("url" -> c.url)) - } + case c: ImageURLContent => + Json.obj("type" -> "image_url", "image_url" -> Json.obj("url" -> c.url)) } implicit lazy val contentReads: Reads[Content] = Reads[Content] { (json: JsValue) => @@ -93,6 +92,7 @@ object JsonFormats { Json.format[FunctionCallSpec] implicit val systemMessageFormat: Format[SystemMessage] = Json.format[SystemMessage] + implicit val developerMessageFormat: Format[DeveloperMessage] = Json.format[DeveloperMessage] implicit val userMessageFormat: Format[UserMessage] = Json.format[UserMessage] implicit val userSeqMessageFormat: Format[UserSeqMessage] = Json.format[UserSeqMessage] @@ -292,6 +292,8 @@ object JsonFormats { val json = message match { case m: SystemMessage => toJson(m) + case m: DeveloperMessage => toJson(m) + case m: UserMessage => toJson(m) case m: UserSeqMessage => Json.obj("content" -> toJson(m.content)) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala index 405f154c..77dbb03e 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala @@ -20,6 +20,21 @@ final case class SystemMessage( def withName(name: String): SystemMessage = this.copy(name = Some(name)) } +// new system message for o1 models +final case class DeveloperMessage( + // The contents of the message. + content: String, + + // An optional name for the participant. Provides the model information to differentiate between participants of the same role. + // May contain a-z, A-Z, 0-9, and underscores, with a maximum length of 64 characters. + name: Option[String] = None +) extends BaseMessage { + override val role = ChatRole.Developer + override val nameOpt = name + + def withName(name: String): DeveloperMessage = this.copy(name = Some(name)) +} + final case class UserMessage( // The contents of the message. content: String, diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatRole.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatRole.scala index 4f55e319..b6d144d2 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatRole.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatRole.scala @@ -11,6 +11,7 @@ sealed trait ThreadAndRunRole object ChatRole { case object User extends ChatRole with ThreadAndRunRole case object System extends ChatRole + case object Developer extends ChatRole case object Assistant extends ChatRole with ThreadAndRunRole @Deprecated case object Function extends ChatRole diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionInputAdapterForFireworksAI.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionInputAdapterForFireworksAI.scala index 4dc9e2a7..3a886289 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionInputAdapterForFireworksAI.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionInputAdapterForFireworksAI.scala @@ -36,6 +36,7 @@ object ChatCompletionInputAdapterForFireworksAI private val handleSystemMessages = (messages: Seq[BaseMessage]) => { val nonSystemMessages = messages.map { case SystemMessage(content, _) => UserMessage(s"System: ${content}") + case DeveloperMessage(content, _) => UserMessage(s"System: ${content}") case x: BaseMessage => x } From ceda68c8935e031d8748ae999aeac1ef83201c09 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 3 Jan 2025 18:39:35 +0100 Subject: [PATCH 109/404] Formatting --- .../adapter/ChatCompletionInputAdapterForFireworksAI.scala | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionInputAdapterForFireworksAI.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionInputAdapterForFireworksAI.scala index 3a886289..788f9a7c 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionInputAdapterForFireworksAI.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionInputAdapterForFireworksAI.scala @@ -35,9 +35,9 @@ object ChatCompletionInputAdapterForFireworksAI // gemma-7b-it model doesn't support system messages so we need to convert them to user ones private val handleSystemMessages = (messages: Seq[BaseMessage]) => { val nonSystemMessages = messages.map { - case SystemMessage(content, _) => UserMessage(s"System: ${content}") + case SystemMessage(content, _) => UserMessage(s"System: ${content}") case DeveloperMessage(content, _) => UserMessage(s"System: ${content}") - case x: BaseMessage => x + case x: BaseMessage => x } // there cannot be two consecutive user messages, so we need to merge them From 1ad4529b9c516df8d4fd666a811f37d8082d30de Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 3 Jan 2025 19:53:00 +0100 Subject: [PATCH 110/404] Chat completion o1 example --- .../ChatCompletionSettingsConversions.scala | 2 +- .../examples/CreateChatCompletionWithO1.scala | 33 +++++++++++++++++++ 2 files changed, 34 insertions(+), 1 deletion(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala index 94ebc79d..ccc0f63f 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -90,7 +90,7 @@ object ChatCompletionSettingsConversions { settings.response_format_type.isDefined && settings.response_format_type.get != ChatCompletionResponseFormatType.text, _.copy(response_format_type = None), Some( - "O1 models don't support json object/schema response format, converting to None." + "O1 (preview) models don't support json object/schema response format, converting to None." ), warning = true ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala new file mode 100644 index 00000000..a95eed99 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala @@ -0,0 +1,33 @@ +package io.cequence.openaiscala.examples + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings +} + +import scala.concurrent.Future + +object CreateChatCompletionWithO1 extends Example { + + private val messages = Seq( + // system message still works for O1 models but moving forward DeveloperMessage should be used instead + SystemMessage("You are a helpful weather assistant who likes to make jokes."), + UserMessage("What is the weather like in Norway per major cities? Answer in json format.") + ) + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = ModelId.o1, + temperature = Some(0.1), + response_format_type = Some(ChatCompletionResponseFormatType.json_object), + max_tokens = Some(4000) + ) + ) + .map { content => + printMessageContent(content) + } +} From fe468b14f550b5fcbe01fd50f3922e7332371843 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Sat, 4 Jan 2025 16:02:11 +0100 Subject: [PATCH 111/404] Vertex AI - chat completion example with multiple regions --- .../anthropic/service/impl/Anthropic.scala | 2 +- .../domain/ChatCompletionInterceptData.scala | 4 +- ...tCompletionStreamedWithOpenAIAdapter.scala | 2 +- ...reateChatCompletionWithOpenAIAdapter.scala | 95 +++++++++++++++++++ 4 files changed, 100 insertions(+), 3 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAIRegionsCreateChatCompletionWithOpenAIAdapter.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala index c2909e6a..bf179f87 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala @@ -19,7 +19,7 @@ trait Anthropic with HandleAnthropicErrorCodes with JsonFormats { - protected val logger = Logger(LoggerFactory.getLogger(this.getClass)) + protected val logger: Logger = Logger(LoggerFactory.getLogger(this.getClass)) protected def createBodyParamsForMessageCreation( messages: Seq[Message], diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala index fb0c136d..d1e40777 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala @@ -9,4 +9,6 @@ case class ChatCompletionInterceptData( response: ChatCompletionResponse, timeRequestReceived: java.util.Date, timeResponseReceived: java.util.Date -) +) { + def execTimeMs: Long = timeResponseReceived.getTime - timeRequestReceived.getTime +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala index 9e9b6f71..4dcb7239 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -16,7 +16,7 @@ object VertexAICreateChatCompletionStreamedWithOpenAIAdapter override val service: OpenAIChatCompletionStreamedService = ChatCompletionProvider.vertexAI // 2024-12-18: works only with us-central1 - private val model = NonOpenAIModelId.gemini_2_0_flash_exp + private val model = NonOpenAIModelId.gemini_2_0_flash_thinking_exp_1219 private val messages = Seq( SystemMessage("You are a helpful assistant who makes jokes about Google. Use markdown"), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAIRegionsCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAIRegionsCreateChatCompletionWithOpenAIAdapter.scala new file mode 100644 index 00000000..a160e866 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAIRegionsCreateChatCompletionWithOpenAIAdapter.scala @@ -0,0 +1,95 @@ +package io.cequence.openaiscala.examples.nonopenai + +import com.typesafe.scalalogging.Logger +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService +import io.cequence.openaiscala.service.adapter.OpenAIServiceAdapters +import io.cequence.openaiscala.vertexai.service.VertexAIServiceFactory +import org.slf4j.LoggerFactory + +import scala.concurrent.Future + +// requires `openai-scala-google-vertexai-client` as a dependency and `VERTEXAI_LOCATION` and `VERTEXAI_PROJECT_ID` environments variable to be set +object VertexAIRegionsCreateChatCompletionWithOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionService] { + + protected val logger: Logger = Logger(LoggerFactory.getLogger(this.getClass)) + + private val model = NonOpenAIModelId.gemini_2_0_flash_exp + + private val messages = Seq( + SystemMessage("You are a helpful assistant who makes jokes about Google."), + UserMessage("What is the weather like in Norway?") + ) + + private val vertexAILocations = Seq( + "us-central1", + "asia-east1", + "asia-east2", + "asia-northeast1", // model only supports up to 32767 tokens + "asia-northeast3", + "asia-south1", + "asia-southeast1", + "australia-southeast1", // model only supports up to 32767 tokens + "europe-central2", + "europe-north1", + "europe-southwest1", + "europe-west1", + "europe-west2", + "europe-west3", + "europe-west4", + "europe-west6", + "europe-west8", + "europe-west9", + "me-central1", + "me-central2", + "me-west1", + "northamerica-northeast1", // model only supports up to 32767 tokens + "southamerica-east1", + "us-east1", + "us-east2", + "us-east3", + "us-east4", // seems slows but revisit + "us-east5", // seems slows but revisit + "us-south1", + "us-west1", + "us-west4" + ) + + private val adapters = OpenAIServiceAdapters.forChatCompletionService + + override val service: OpenAIChatCompletionService = + adapters.roundRobin( + vertexAILocations.map { location => + adapters.chatCompletionIntercept(data => + Future( + logger.info( + "Execution for the location {} succeeded! (took {} ms)", + location, + data.execTimeMs + ) + ) + )( + VertexAIServiceFactory.asOpenAI(location = location) + ) + }: _* + ) + + override protected def run: Future[_] = + Future.sequence(vertexAILocations.map(_ => runForRegion)).map(_ => ()) + + private def runForRegion: Future[_] = { + service.createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model, + temperature = Some(0) + ) + ) + }.recover { case e: Exception => + logger.error(s"Location FAILED due to ${e.getMessage}.") + Future(()) + } +} From 552b05613419be6eac750c7be332745e547d93f5 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 6 Jan 2025 17:36:34 +0100 Subject: [PATCH 112/404] CreateChatCompletionWithJSON - parseJson customizable --- .../openaiscala/service/OpenAIChatCompletionExtra.scala | 9 +++++---- .../examples/CreateChatCompletionVisionWithURL.scala | 2 +- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 46470e3e..92a94ab1 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -12,7 +12,7 @@ import io.cequence.openaiscala.domain.settings.{ } import io.cequence.openaiscala.domain.{BaseMessage, ChatRole, ModelId, UserMessage} import org.slf4j.{Logger, LoggerFactory} -import play.api.libs.json.{Format, Json} +import play.api.libs.json.{Format, JsValue, Json} import scala.concurrent.{ExecutionContext, Future} @@ -61,7 +61,8 @@ object OpenAIChatCompletionExtra { failoverModels: Seq[String] = Nil, maxRetries: Option[Int] = Some(defaultMaxRetries), retryOnAnyError: Boolean = false, - taskNameForLogging: Option[String] = None + taskNameForLogging: Option[String] = None, + parseJson: String => JsValue = defaultParseJsonOrThrow )( implicit ec: ExecutionContext, scheduler: Scheduler @@ -93,7 +94,7 @@ object OpenAIChatCompletionExtra { val content = response.choices.head.message.content val contentTrimmed = content.stripPrefix("```json").stripSuffix("```").trim val contentJson = contentTrimmed.dropWhile(_ != '{') - val json = parseJsonOrThrow(contentJson) + val json = parseJson(contentJson) logger.debug( s"${taskNameForLoggingFinal.capitalize} finished in " + (new java.util.Date().getTime - start.getTime) + " ms." @@ -103,7 +104,7 @@ object OpenAIChatCompletionExtra { } } - private def parseJsonOrThrow( + private def defaultParseJsonOrThrow( jsonString: String ) = try { Json.parse(jsonString) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionVisionWithURL.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionVisionWithURL.scala index 430947cc..9ebcfd0e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionVisionWithURL.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionVisionWithURL.scala @@ -24,7 +24,7 @@ object CreateChatCompletionVisionWithURL extends Example { .createChatCompletion( messages, settings = CreateChatCompletionSettings( - model = ModelId.gpt_4_vision_preview, + model = ModelId.gpt_4o, temperature = Some(0), max_tokens = Some(300) ) From 81d32da67db2d187cec7191776bcd1a7d4c022c8 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 6 Jan 2025 20:40:02 +0100 Subject: [PATCH 113/404] New model - deepseek v3 (together ai) --- .../io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 3 ++- .../examples/nonopenai/TogetherAICreateChatCompletion.scala | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 6cf1cd54..fdf22abc 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -225,7 +225,8 @@ object NonOpenAIModelId { // Deepseek // context 64K, 4K (8KBeta) - val deepseek_v3 = "deepseek-v3" // Fireworks val deepseek_chat = "deepseek-chat" val deepseek_coder = "deepseek-coder" + val deepseek_v3 = "deepseek-v3" // Fireworks + val deepseek_ai_deepseek_v3 = "deepseek-ai/DeepSeek-V3" // Together AI } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala index 70817a0c..927674f8 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala @@ -19,7 +19,7 @@ object TogetherAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionSe UserMessage("What is the weather like in Norway?") ) - private val modelId = NonOpenAIModelId.yi_34b_chat + private val modelId = NonOpenAIModelId.deepseek_ai_deepseek_v3 // yi_34b_chat override protected def run: Future[_] = service From 28aa45e4c68288d9b3ad2fc71aa1e1e329c22553 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 7 Jan 2025 12:17:36 +0100 Subject: [PATCH 114/404] Version 1.1.2 --- README.md | 16 ++++++++-------- build.sbt | 2 +- openai-count-tokens/README.md | 4 ++-- 3 files changed, 11 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index b4e968a9..2c395c8b 100755 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # OpenAI Scala Client 🤖 -[![version](https://img.shields.io/badge/version-1.1.1-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) ![GitHub Stars](https://img.shields.io/github/stars/cequence-io/openai-scala-client?style=social) [![Twitter Follow](https://img.shields.io/twitter/follow/0xbnd?style=social)](https://twitter.com/0xbnd) ![GitHub CI](https://github.com/cequence-io/openai-scala-client/actions/workflows/continuous-integration.yml/badge.svg) +[![version](https://img.shields.io/badge/version-1.1.2-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) ![GitHub Stars](https://img.shields.io/github/stars/cequence-io/openai-scala-client?style=social) [![Twitter Follow](https://img.shields.io/twitter/follow/0xbnd?style=social)](https://twitter.com/0xbnd) ![GitHub CI](https://github.com/cequence-io/openai-scala-client/actions/workflows/continuous-integration.yml/badge.svg) This is a no-nonsense async Scala client for OpenAI API supporting all the available endpoints and params **including streaming**, the newest **chat completion**, **vision**, and **voice routines** (as defined [here](https://beta.openai.com/docs/api-reference)), provided in a single, convenient service called [OpenAIService](./openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIService.scala). The supported calls are: @@ -35,16 +35,16 @@ Also, we aimed the lib to be self-contained with the fewest dependencies possibl In addition to the OpenAI API, this library also supports API-compatible providers (see [examples](./openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai)) such as: - [Azure OpenAI](https://azure.microsoft.com/en-us/products/ai-services/openai-service) - cloud-based, utilizes OpenAI models but with lower latency - [Azure AI](https://azure.microsoft.com/en-us/products/ai-studio) - cloud-based, offers a vast selection of open-source models -- [Anthropic](https://www.anthropic.com/api) - cloud-based, a major competitor to OpenAI, features proprietary/closed-source models such as Claude3 - Haiku, Sonnet, and Opus. 🔥 **New**: now with cache support! +- [Anthropic](https://www.anthropic.com/api) - cloud-based, a major competitor to OpenAI, features proprietary/closed-source models such as Claude3 - Haiku, Sonnet, and Opus. 🔥 **New**: now also through Bedrock! - [Google Vertex AI](https://cloud.google.com/vertex-ai) - cloud-based, features proprietary/closed-source models such as Gemini 1.5 Pro and flash - [Groq](https://wow.groq.com/) - cloud-based provider, known for its superfast inference with LPUs -- [Grok](https://x.ai/) (🔥 **New**) - cloud-based provider from x.AI +- [Grok](https://x.ai/) - cloud-based provider from x.AI - [Fireworks AI](https://fireworks.ai/) - cloud-based provider - [OctoAI](https://octo.ai/) - cloud-based provider - [TogetherAI](https://www.together.ai/) - cloud-based provider - [Cerebras](https://cerebras.ai/) - cloud-based provider, superfast (akin to Groq) - [Mistral](https://mistral.ai/) - cloud-based, leading open-source LLM company -- [Deepseek](https://deepseek.com/) (🔥 **New**) - cloud-based provider from China +- [Deepseek](https://deepseek.com/) - cloud-based provider from China - [Ollama](https://ollama.com/) - runs locally, serves as an umbrella for open-source LLMs including LLaMA3, dbrx, and Command-R - [FastChat](https://github.com/lm-sys/FastChat) - runs locally, serves as an umbrella for open-source LLMs such as Vicuna, Alpaca, and FastChat-T5 @@ -63,7 +63,7 @@ The currently supported Scala versions are **2.12, 2.13**, and **3**. To install the library, add the following dependency to your *build.sbt* ``` -"io.cequence" %% "openai-scala-client" % "1.1.1" +"io.cequence" %% "openai-scala-client" % "1.1.2" ``` or to *pom.xml* (if you use maven) @@ -72,11 +72,11 @@ or to *pom.xml* (if you use maven) io.cequence openai-scala-client_2.12 - 1.1.1 + 1.1.2 ``` -If you want streaming support, use `"io.cequence" %% "openai-scala-client-stream" % "1.1.1"` instead. +If you want streaming support, use `"io.cequence" %% "openai-scala-client-stream" % "1.1.2"` instead. ## Config ⚙️ @@ -146,7 +146,7 @@ Then you can obtain a service in one of the following ways. 2. [Anthropic](https://www.anthropic.com/api) - requires `openai-scala-anthropic-client` lib and `ANTHROPIC_API_KEY` ```scala - val service = AnthropicServiceFactory.asOpenAI() + val service = AnthropicServiceFactory.asOpenAI() // or AnthropicServiceFactory.bedrockAsOpenAI ``` 3. [Google Vertex AI](https://cloud.google.com/vertex-ai) - requires `openai-scala-google-vertexai-client` lib and `VERTEXAI_LOCATION` + `VERTEXAI_PROJECT_ID` diff --git a/build.sbt b/build.sbt index 94e14371..8f24c16c 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.1" +ThisBuild / version := "1.1.2" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/openai-count-tokens/README.md b/openai-count-tokens/README.md index 80f99b5c..3aa37704 100755 --- a/openai-count-tokens/README.md +++ b/openai-count-tokens/README.md @@ -1,4 +1,4 @@ -# OpenAI Scala Client - Count tokens [![version](https://img.shields.io/badge/version-1.1.1-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) +# OpenAI Scala Client - Count tokens [![version](https://img.shields.io/badge/version-1.1.2-green.svg)](https://cequence.io) [![License](https://img.shields.io/badge/License-MIT-lightgrey.svg)](https://opensource.org/licenses/MIT) This module provides ability for estimating the number of tokens an OpenAI chat completion request will use. Note that the full project documentation can be found [here](../README.md). @@ -21,7 +21,7 @@ or to *pom.xml* (if you use maven) io.cequence openai-scala-count-tokens_2.12 - 1.1.1 + 1.1.2 ``` From 8f160cc994e17c636e0010e0e680598ebbde8141 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 13 Jan 2025 13:03:25 +0100 Subject: [PATCH 115/404] New models: phi-3-vision-128k-instruct (Fireworks), deepseek-v2-lite-chat (Fireworks), and llama-3.3-70b (Cerebras) --- .../io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 3 +++ 1 file changed, 3 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index fdf22abc..9b27766c 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -32,6 +32,7 @@ object NonOpenAIModelId { val llama_3_3_70b_specdec = "llama-3.3-70b-specdec" // Groq val llama_v3p3_70b_instruct = "llama-v3p3-70b-instruct" // Fireworks AI val llama_3_3_70B_Instruct_Turbo = "meta-llama/Llama-3.3-70B-Instruct-Turbo" // Together AI + val llama_3_3_70b = "llama-3.3-70b" // Cerebras val llama_v3p2_1b_instruct = "llama-v3p2-1b-instruct" // Fireworks AI val llama_v3p2_3b_instruct = "llama-v3p2-3b-instruct" // Fireworks AI val llama_v3p2_11b_vision_instruct = "llama-v3p2-11b-vision-instruct" // Fireworks AI @@ -174,6 +175,7 @@ object NonOpenAIModelId { val text_embedding_004 = "text-embedding-004" // Other + val phi_3_vision_128k_instruct = "phi-3-vision-128k-instruct" // Fireworks AI val drbx_instruct = "dbrx-instruct" // Fireworks AI val dbrx_instruct_databricks_to_ai = "databricks/dbrx-instruct" // Together AI val dbrx_instruct_medaltv = "medaltv/dbrx-instruct" // Together AI @@ -228,5 +230,6 @@ object NonOpenAIModelId { val deepseek_chat = "deepseek-chat" val deepseek_coder = "deepseek-coder" val deepseek_v3 = "deepseek-v3" // Fireworks + val deepseek_v2_lite_chat = "deepseek-v2-lite-chat" // Fireworks val deepseek_ai_deepseek_v3 = "deepseek-ai/DeepSeek-V3" // Together AI } From 8936454889275e61a40704f8493968bbcb9c2831 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 13 Jan 2025 13:05:21 +0100 Subject: [PATCH 116/404] Fireworks - document inlining --- .../examples/BufferedImageHelper.scala | 28 ++++++++ ...ateChatCompletionVisionWithLocalFile.scala | 28 ++------ .../AnthropicCreateMessageWithImage.scala | 30 ++------- .../CerebrasCreateChatCompletion.scala | 2 +- .../FireworksAIDocumentInlining.scala | 44 +++++++++++++ .../FireworksAIDocumentInliningJson.scala | 66 +++++++++++++++++++ .../FireworksAIDocumentInliningLocal.scala | 54 +++++++++++++++ 7 files changed, 205 insertions(+), 47 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/BufferedImageHelper.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInlining.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningJson.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningLocal.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/BufferedImageHelper.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/BufferedImageHelper.scala new file mode 100644 index 00000000..e8592332 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/BufferedImageHelper.scala @@ -0,0 +1,28 @@ +package io.cequence.openaiscala.examples + +import java.awt.image.RenderedImage +import java.io.ByteArrayOutputStream +import java.util.Base64 +import javax.imageio.ImageIO + +trait BufferedImageHelper { + + protected def imageBase64Source( + file: java.io.File + ): String = { + val bufferedImage = ImageIO.read(file) + Base64.getEncoder.encodeToString(imageToBytes(bufferedImage, "jpeg")) + } + + protected def imageToBytes( + image: RenderedImage, + format: String + ): Array[Byte] = { + val baos = new ByteArrayOutputStream() + ImageIO.write(image, format, baos) + baos.flush() + val imageInByte = baos.toByteArray + baos.close() + imageInByte + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionVisionWithLocalFile.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionVisionWithLocalFile.scala index faf804f6..b7d40e8d 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionVisionWithLocalFile.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionVisionWithLocalFile.scala @@ -3,26 +3,20 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import java.awt.image.RenderedImage -import java.io.ByteArrayOutputStream -import java.util.Base64 -import javax.imageio.ImageIO import scala.concurrent.Future -object CreateChatCompletionVisionWithLocalFile extends Example { +object CreateChatCompletionVisionWithLocalFile extends Example with BufferedImageHelper { // provide a local jpeg here - private val localImagePath = sys.env("EXAMPLE_IMAGE_PATH") - private val bufferedImage = ImageIO.read(new java.io.File(localImagePath)) - private val imageBase64Source = - Base64.getEncoder.encodeToString(imageToBytes(bufferedImage, "jpeg")) + private lazy val localImagePath = sys.env("EXAMPLE_IMAGE_PATH") + private val imageSource = imageBase64Source(new java.io.File(localImagePath)) val messages: Seq[BaseMessage] = Seq( SystemMessage("You are a helpful assistant."), UserSeqMessage( Seq( TextContent("What is in this picture?"), - ImageURLContent(s"data:image/jpeg;base64,${imageBase64Source}") + ImageURLContent(s"data:image/jpeg;base64,${imageSource}") ) ) ) @@ -32,22 +26,10 @@ object CreateChatCompletionVisionWithLocalFile extends Example { .createChatCompletion( messages, settings = CreateChatCompletionSettings( - model = ModelId.gpt_4_vision_preview, + model = ModelId.gpt_4o, temperature = Some(0), max_tokens = Some(300) ) ) .map(printMessageContent) - - private def imageToBytes( - image: RenderedImage, - format: String - ): Array[Byte] = { - val baos = new ByteArrayOutputStream() - ImageIO.write(image, format, baos) - baos.flush() - val imageInByte = baos.toByteArray - baos.close() - imageInByte - } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index 15b5fe80..87b06ff4 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -8,21 +8,17 @@ import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} import io.cequence.openaiscala.domain.NonOpenAIModelId -import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} -import java.awt.image.RenderedImage -import java.io.ByteArrayOutputStream -import java.util.Base64 -import javax.imageio.ImageIO import scala.concurrent.Future // requires `openai-scala-anthropic-client` as a dependency -object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { +object AnthropicCreateMessageWithImage + extends ExampleBase[AnthropicService] + with BufferedImageHelper { - private val localImagePath = sys.env("EXAMPLE_IMAGE_PATH") - private val bufferedImage = ImageIO.read(new java.io.File(localImagePath)) - private val imageBase64Source = - Base64.getEncoder.encodeToString(imageToBytes(bufferedImage, "jpeg")) + private lazy val localImagePath = sys.env("EXAMPLE_IMAGE_PATH") + private val imageSource = imageBase64Source(new java.io.File(localImagePath)) override protected val service: AnthropicService = AnthropicServiceFactory() @@ -30,7 +26,7 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { UserMessageContent( Seq( ContentBlockBase(TextBlock("Describe to me what is in the picture!")), - MediaBlock.jpeg(data = imageBase64Source) + MediaBlock.jpeg(data = imageSource) ) ) ) @@ -46,18 +42,6 @@ object AnthropicCreateMessageWithImage extends ExampleBase[AnthropicService] { ) .map(printMessageContent) - private def imageToBytes( - image: RenderedImage, - format: String - ): Array[Byte] = { - val baos = new ByteArrayOutputStream() - ImageIO.write(image, format, baos) - baos.flush() - val imageInByte = baos.toByteArray - baos.close() - imageInByte - } - private def printMessageContent(response: CreateMessageResponse) = { val text = response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala index 3ddb7e48..68d6fba3 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala @@ -24,7 +24,7 @@ object CerebrasCreateChatCompletion extends ExampleBase[OpenAIChatCompletionServ UserMessage("What is the weather like in Norway?") ) - private val modelId = NonOpenAIModelId.llama3_1_8b + private val modelId = NonOpenAIModelId.llama_3_3_70b override protected def run: Future[_] = service diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInlining.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInlining.scala new file mode 100644 index 00000000..0f21add2 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInlining.scala @@ -0,0 +1,44 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +/** + * Requires `FIREWORKS_API_KEY` environment variable to be set + * + * Check out the website for more information: + * https://fireworks.ai/blog/document-inlining-launch + */ +object FireworksAIDocumentInlining extends ExampleBase[OpenAIChatCompletionService] { + + private val fireworksModelPrefix = "accounts/fireworks/models/" + override val service: OpenAIChatCompletionService = ChatCompletionProvider.fireworks + + val messages: Seq[BaseMessage] = Seq( + SystemMessage("You are a helpful assistant."), + UserSeqMessage( + Seq( + TextContent("What are the candidate's BA and MBA GPAs?"), + ImageURLContent( + "https://storage.googleapis.com/fireworks-public/test/sample_resume.pdf#transform=inline" + ) + ) + ) + ) + + override protected def run: Future[_] = + service + .createChatCompletion( + messages, + settings = CreateChatCompletionSettings( + model = fireworksModelPrefix + NonOpenAIModelId.llama_v3p3_70b_instruct, + temperature = Some(0), + max_tokens = Some(1000) + ) + ) + .map(printMessageContent) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningJson.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningJson.scala new file mode 100644 index 00000000..29a38278 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningJson.scala @@ -0,0 +1,66 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings +} +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService +import play.api.libs.json.Json +import io.cequence.openaiscala.JsonFormats.jsonSchemaFormat + +import scala.concurrent.Future + +/** + * Requires `FIREWORKS_API_KEY` environment variable to be set + * + * Check out the website for more information: + * https://fireworks.ai/blog/document-inlining-launch + */ +object FireworksAIDocumentInliningJson extends ExampleBase[OpenAIChatCompletionService] { + + private val fireworksModelPrefix = "accounts/fireworks/models/" + override val service: OpenAIChatCompletionService = ChatCompletionProvider.fireworks + + val messages: Seq[BaseMessage] = Seq( + SystemMessage("You are a helpful assistant."), + UserSeqMessage( + Seq( + TextContent( + "Extract the list of professional associations and accomplishments into JSON" + ), + ImageURLContent( + "https://storage.googleapis.com/fireworks-public/test/sample_resume.pdf#transform=inline" + ) + ) + ) + ) + + private val schema: JsonSchema = JsonSchema.Object( + properties = Seq( + "professional_associations" -> JsonSchema.Array(JsonSchema.String()), + "accomplishment" -> JsonSchema.Array(JsonSchema.String()) + ), + required = Seq("professional_associations", "accomplishment") + ) + + override protected def run: Future[_] = + service + .createChatCompletion( + messages, + settings = CreateChatCompletionSettings( + model = fireworksModelPrefix + NonOpenAIModelId.llama_v3p3_70b_instruct, + temperature = Some(0), + max_tokens = Some(1000), +// response_format_type = Some(ChatCompletionResponseFormatType.json_object), + extra_params = Map( + "response_format" -> Json.obj( + "type" -> ChatCompletionResponseFormatType.json_object.toString, + "schema" -> Json.toJson(schema) + ) + ) + ) + ) + .map(printMessageContent) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningLocal.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningLocal.scala new file mode 100644 index 00000000..a89aef71 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningLocal.scala @@ -0,0 +1,54 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import java.nio.file.{Files, Paths} +import java.util.Base64 +import scala.concurrent.Future + +/** + * Requires `FIREWORKS_API_KEY` and `EXAMPLE_PDF_PATH` environment variables to be set + * + * Check out the website for more information: + * https://fireworks.ai/blog/document-inlining-launch + */ +object FireworksAIDocumentInliningLocal extends ExampleBase[OpenAIChatCompletionService] { + + private lazy val localPdfPath = sys.env("EXAMPLE_PDF_PATH") + + private val base64Pdf = { + val pdfBytes = Files.readAllBytes(Paths.get(localPdfPath)) + Base64.getEncoder.encodeToString(pdfBytes) + } + + private val fireworksModelPrefix = "accounts/fireworks/models/" + override val service: OpenAIChatCompletionService = ChatCompletionProvider.fireworks + + val messages: Seq[BaseMessage] = Seq( + SystemMessage("You are a helpful assistant."), + UserSeqMessage( + Seq( + TextContent("What are the candidate's BA and MBA GPAs?"), + ImageURLContent( + s"data:application/pdf;base64,${base64Pdf}#transform=inline" + ) + ) + ) + ) + + override protected def run: Future[_] = + service + .createChatCompletion( + messages, + settings = CreateChatCompletionSettings( + model = + fireworksModelPrefix + NonOpenAIModelId.llama_v3p3_70b_instruct, // phi_3_vision_128k_instruct + temperature = Some(0), + max_tokens = Some(1000) + ) + ) + .map(printMessageContent) +} From 47266e4b09b5e03f21f320f483d7c66ddfd604b7 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 13 Jan 2025 21:18:20 +0100 Subject: [PATCH 117/404] Chat completion - new params (not supported yet) --- ...tCompletionStreamedConversionAdapter.scala | 2 +- .../CreateChatCompletionSettings.scala | 53 +++++++++++++++++-- 2 files changed, 49 insertions(+), 6 deletions(-) diff --git a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedConversionAdapter.scala b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedConversionAdapter.scala index 0c26432a..a3e8ba05 100644 --- a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedConversionAdapter.scala +++ b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedConversionAdapter.scala @@ -6,7 +6,7 @@ import io.cequence.openaiscala.domain.BaseMessage import io.cequence.openaiscala.domain.response.ChatCompletionChunkResponse import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -class OpenAIChatCompletionStreamedConversionAdapter { +object OpenAIChatCompletionStreamedConversionAdapter { def apply( service: OpenAIChatCompletionStreamedServiceExtra, messagesConversion: Seq[BaseMessage] => Seq[BaseMessage], diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala index 04134143..2c8081f8 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala @@ -25,6 +25,7 @@ case class CreateChatCompletionSettings( // The maximum number of tokens to generate in the chat completion. // The total length of input tokens and generated tokens is limited by the model's context length. // Defaults to inf. + // TODO: should be renamed to max_completion_tokens in future :) max_tokens: Option[Int] = None, // Number between -2.0 and 2.0. @@ -73,12 +74,54 @@ case class CreateChatCompletionSettings( // Determinism is not guaranteed, and you should refer to the system_fingerprint response parameter to monitor changes in the backend. seed: Option[Int] = None, - // ad-hoc parameters, not part of the OpenAI API, e.g. for other providers or experimental features - extra_params: Map[String, Any] = Map.empty, // TODO: add - // json schema to use if response format = json_schema - jsonSchema: Option[JsonSchemaDef] = None - // TODO: add service_tier + jsonSchema: Option[JsonSchemaDef] = None, + + // Whether or not to store the output of this chat completion request for use in our model distillation or evals products. + // TODO: support this + store: Option[Boolean] = None, + + // Constrains effort on reasoning for reasoning models + // Currently supported values are low, medium, and high. + // Reducing reasoning effort can result in faster responses and fewer tokens used on reasoning in a response. + // Supported by o1 models only + // TODO: support this + reasoning_effort: Option[String] = None, // enum + + // Developer-defined tags and values used for filtering completions in the dashboard. + // TODO: support this + metadata: Map[String, String] = Map.empty, + + // Output types that you would like the model to generate for this request. Most models are capable of generating text, which is the default: + // ["text"] + // The gpt-4o-audio-preview model can also be used to generate audio. To request that this model generate both text and audio responses, you can use: + // ["text", "audio"] + // TODO: support this + modalities: Seq[String] = Nil, // enum? + + // Configuration for a Predicted Output, which can greatly improve response times when large parts of the model response are known ahead of time. + // This is most common when you are regenerating a file with only minor changes to most of the content. + // TODO: support this + prediction: Option[Any] = None, + + // Parameters for audio output. Required when audio output is requested with modalities: ["audio"]. + // TODO: support this + audio: Option[Any] = None, + + // Specifies the latency tier to use for processing the request. This parameter is relevant for customers subscribed to the scale tier service: + // If set to 'auto', and the Project is Scale tier enabled, the system will utilize scale tier credits until they are exhausted. + // If set to 'auto', and the Project is not Scale tier enabled, the request will be processed using the default service tier with a lower uptime SLA and no latency guarentee. + // If set to 'default', the request will be processed using the default service tier with a lower uptime SLA and no latency guarantee. + // When not set, the default behavior is 'auto'. + // TODO: support this + service_tier: Option[String] = None, // enum + + // Whether to enable parallel function calling during tool use. + // TODO: support this + parallel_tool_calls: Option[Boolean] = None, + + // ad-hoc parameters, not part of the OpenAI API, e.g. for other providers or experimental features + extra_params: Map[String, Any] = Map.empty ) { def withJsonSchema(jsonSchema: JsonSchemaDef): CreateChatCompletionSettings = From eba06e2c9ba03561f05f930d912e4f7fcc941006 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 17 Jan 2025 16:01:49 +0100 Subject: [PATCH 118/404] Anthropic - fixing openai conversion / caching for blocks + encoding --- .../anthropic/service/impl/package.scala | 37 ++++--------------- 1 file changed, 7 insertions(+), 30 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 4b6f761d..4a611df6 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -106,8 +106,9 @@ package object impl extends AnthropicServiceConsts { contentBlocks.foldLeft( (Seq.empty[ContentBlockBase], userMessagesToCacheCount) ) { case ((acc, cacheLeft), content) => - val (block, newCacheLeft) = - toAnthropic(cacheLeft)(content.asInstanceOf[OpenAIContent]) + val cacheControl = if (cacheLeft > 0) Some(Ephemeral) else None + val newCacheLeft = cacheLeft - cacheControl.map(_ => 1).getOrElse(0) + val block = content.copy(cacheControl = cacheControl) (acc :+ block, newCacheLeft) } (acc :+ Message.UserMessageContent(newContentBlocks), remainingCache) @@ -133,38 +134,14 @@ package object impl extends AnthropicServiceConsts { val mediaTypeEncodingAndData = url.drop(5) val mediaType = mediaTypeEncodingAndData.takeWhile(_ != ';') val encodingAndData = mediaTypeEncodingAndData.drop(mediaType.length + 1) - val encoding = mediaType.takeWhile(_ != ',') + val encoding = encodingAndData.takeWhile(_ != ',') val data = encodingAndData.drop(encoding.length + 1) - ContentBlockBase( - Content.ContentBlock.MediaBlock("image", encoding, mediaType, data) - ) - } else { - throw new IllegalArgumentException( - "Image content only supported by providing image data directly." - ) - } - } - } - def toAnthropic(userMessagesToCache: Int)(content: OpenAIContent) - : (Content.ContentBlockBase, Int) = { - val cacheControl = if (userMessagesToCache > 0) Some(Ephemeral) else None - val newCacheControlCount = userMessagesToCache - cacheControl.map(_ => 1).getOrElse(0) - content match { - case OpenAITextContent(text) => - (ContentBlockBase(TextBlock(text), cacheControl), newCacheControlCount) + val `type` = if (mediaType.startsWith("image/")) "image" else "document" - case OpenAIImageContent(url) => - if (url.startsWith("data:")) { - val mediaTypeEncodingAndData = url.drop(5) - val mediaType = mediaTypeEncodingAndData.takeWhile(_ != ';') - val encodingAndData = mediaTypeEncodingAndData.drop(mediaType.length + 1) - val encoding = mediaType.takeWhile(_ != ',') - val data = encodingAndData.drop(encoding.length + 1) ContentBlockBase( - Content.ContentBlock.MediaBlock("image", encoding, mediaType, data), - cacheControl - ) -> newCacheControlCount + Content.ContentBlock.MediaBlock(`type`, encoding, mediaType, data) + ) } else { throw new IllegalArgumentException( "Image content only supported by providing image data directly." From 3734d128a9541961abd27ef470f72315c670bf90 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 17 Jan 2025 16:03:01 +0100 Subject: [PATCH 119/404] gpt 4o 2024-11-20 added as a json compatible schema --- build.sbt | 2 +- .../openaiscala/service/OpenAIChatCompletionExtra.scala | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/build.sbt b/build.sbt index 8f24c16c..d2e0b192 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.2" +ThisBuild / version := "1.1.3.RC.4" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 92a94ab1..44637449 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -128,6 +128,7 @@ object OpenAIChatCompletionExtra { private val defaultJsonSchemaModels = Seq( ModelId.gpt_4o_2024_08_06, + ModelId.gpt_4o_2024_11_20, ModelId.o1, ModelId.o1_2024_12_17 ).flatMap(id => Seq(id, "openai-" + id)) From d7ad4fa72b75eec67e2812290425cb65ac9c8529 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 17 Jan 2025 16:03:52 +0100 Subject: [PATCH 120/404] Grok 2 models added + grok vision example --- .../openaiscala/domain/NonOpenAIModelId.scala | 9 ++ .../CreateChatCompletionSettings.scala | 84 +++++++++---------- .../examples/BufferedImageHelper.scala | 6 ++ .../GrokCreateChatCompletionWithImage.scala | 43 ++++++++++ 4 files changed, 100 insertions(+), 42 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionWithImage.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 9b27766c..a303d6f7 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -221,8 +221,17 @@ object NonOpenAIModelId { // Grok + // context 131072 + val grok_2_latest = "grok-2-latest" + val grok_2 = "grok-2" + val grok_2_1212 = "grok-2-1212" // context 131072 val grok_beta = "grok-beta" + // context 32768 + val grok_2_vision_latest = "grok-2-vision-latest" + val grok_2_vision = "grok-2-vision" + val grok_2_vision_1212 = "grok-2-vision-1212" + // context 8192 val grok_vision_beta = "grok-vision-beta" // Deepseek diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala index 2c8081f8..36e44ee4 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala @@ -77,48 +77,48 @@ case class CreateChatCompletionSettings( // json schema to use if response format = json_schema jsonSchema: Option[JsonSchemaDef] = None, - // Whether or not to store the output of this chat completion request for use in our model distillation or evals products. - // TODO: support this - store: Option[Boolean] = None, - - // Constrains effort on reasoning for reasoning models - // Currently supported values are low, medium, and high. - // Reducing reasoning effort can result in faster responses and fewer tokens used on reasoning in a response. - // Supported by o1 models only - // TODO: support this - reasoning_effort: Option[String] = None, // enum - - // Developer-defined tags and values used for filtering completions in the dashboard. - // TODO: support this - metadata: Map[String, String] = Map.empty, - - // Output types that you would like the model to generate for this request. Most models are capable of generating text, which is the default: - // ["text"] - // The gpt-4o-audio-preview model can also be used to generate audio. To request that this model generate both text and audio responses, you can use: - // ["text", "audio"] - // TODO: support this - modalities: Seq[String] = Nil, // enum? - - // Configuration for a Predicted Output, which can greatly improve response times when large parts of the model response are known ahead of time. - // This is most common when you are regenerating a file with only minor changes to most of the content. - // TODO: support this - prediction: Option[Any] = None, - - // Parameters for audio output. Required when audio output is requested with modalities: ["audio"]. - // TODO: support this - audio: Option[Any] = None, - - // Specifies the latency tier to use for processing the request. This parameter is relevant for customers subscribed to the scale tier service: - // If set to 'auto', and the Project is Scale tier enabled, the system will utilize scale tier credits until they are exhausted. - // If set to 'auto', and the Project is not Scale tier enabled, the request will be processed using the default service tier with a lower uptime SLA and no latency guarentee. - // If set to 'default', the request will be processed using the default service tier with a lower uptime SLA and no latency guarantee. - // When not set, the default behavior is 'auto'. - // TODO: support this - service_tier: Option[String] = None, // enum - - // Whether to enable parallel function calling during tool use. - // TODO: support this - parallel_tool_calls: Option[Boolean] = None, +// // Whether or not to store the output of this chat completion request for use in our model distillation or evals products. +// // TODO: support this +// store: Option[Boolean] = None, +// +// // Constrains effort on reasoning for reasoning models +// // Currently supported values are low, medium, and high. +// // Reducing reasoning effort can result in faster responses and fewer tokens used on reasoning in a response. +// // Supported by o1 models only +// // TODO: support this +// reasoning_effort: Option[String] = None, // enum +// +// // Developer-defined tags and values used for filtering completions in the dashboard. +// // TODO: support this +// metadata: Map[String, String] = Map.empty, +// +// // Output types that you would like the model to generate for this request. Most models are capable of generating text, which is the default: +// // ["text"] +// // The gpt-4o-audio-preview model can also be used to generate audio. To request that this model generate both text and audio responses, you can use: +// // ["text", "audio"] +// // TODO: support this +// modalities: Seq[String] = Nil, // enum? +// +// // Configuration for a Predicted Output, which can greatly improve response times when large parts of the model response are known ahead of time. +// // This is most common when you are regenerating a file with only minor changes to most of the content. +// // TODO: support this +// prediction: Option[Any] = None, +// +// // Parameters for audio output. Required when audio output is requested with modalities: ["audio"]. +// // TODO: support this +// audio: Option[Any] = None, +// +// // Specifies the latency tier to use for processing the request. This parameter is relevant for customers subscribed to the scale tier service: +// // If set to 'auto', and the Project is Scale tier enabled, the system will utilize scale tier credits until they are exhausted. +// // If set to 'auto', and the Project is not Scale tier enabled, the request will be processed using the default service tier with a lower uptime SLA and no latency guarentee. +// // If set to 'default', the request will be processed using the default service tier with a lower uptime SLA and no latency guarantee. +// // When not set, the default behavior is 'auto'. +// // TODO: support this +// service_tier: Option[String] = None, // enum +// +// // Whether to enable parallel function calling during tool use. +// // TODO: support this +// parallel_tool_calls: Option[Boolean] = None, // ad-hoc parameters, not part of the OpenAI API, e.g. for other providers or experimental features extra_params: Map[String, Any] = Map.empty diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/BufferedImageHelper.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/BufferedImageHelper.scala index e8592332..253ddf04 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/BufferedImageHelper.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/BufferedImageHelper.scala @@ -2,6 +2,7 @@ package io.cequence.openaiscala.examples import java.awt.image.RenderedImage import java.io.ByteArrayOutputStream +import java.nio.file.Files import java.util.Base64 import javax.imageio.ImageIO @@ -14,6 +15,11 @@ trait BufferedImageHelper { Base64.getEncoder.encodeToString(imageToBytes(bufferedImage, "jpeg")) } + protected def pdfBase64Source( + file: java.io.File + ) = + Base64.getEncoder.encodeToString(Files.readAllBytes(file.toPath)) + protected def imageToBytes( image: RenderedImage, format: String diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionWithImage.scala new file mode 100644 index 00000000..78349ff8 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionWithImage.scala @@ -0,0 +1,43 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +/** + * Requires `GROK_API_KEY` environment variable to be set. + */ +object GrokCreateChatCompletionWithImage extends ExampleBase[OpenAIChatCompletionService] with BufferedImageHelper { + + override val service: OpenAIChatCompletionService = ChatCompletionProvider.grok + + private val localImagePath = sys.env("EXAMPLE_IMAGE_PATH") + private val imageSource = imageBase64Source(new java.io.File(localImagePath)) + + private val messages = Seq( + SystemMessage("You are a helpful document processing / OCR expert."), + UserSeqMessage( + Seq( + TextContent("Please extract the hand written part from this image/report."), + ImageURLContent(s"data:image/jpeg;base64,${imageSource}") + ) + ) + ) + + private val modelId = NonOpenAIModelId.grok_2_vision_latest + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + temperature = Some(0), + max_tokens = Some(5000) + ) + ) + .map(printMessageContent) +} From 9349ca8f2080eb53c583b48a7670909e0c68e6f6 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 17 Jan 2025 16:05:23 +0100 Subject: [PATCH 121/404] Anthropic vison - image and pdf examples --- ...tCompletionWithOpenAIAdapterAndImage.scala | 45 +++++++++++++++++++ ...hatCompletionWithOpenAIAdapterAndPdf.scala | 40 +++++++++++++++++ .../AnthropicCreateMessageWithImage.scala | 5 ++- .../AnthropicCreateMessageWithPdf.scala | 22 +++------ 4 files changed, 95 insertions(+), 17 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndImage.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndImage.scala new file mode 100644 index 00000000..2ba9667f --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndImage.scala @@ -0,0 +1,45 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.{ + ImageURLContent, + NonOpenAIModelId, + SystemMessage, + TextContent, + UserSeqMessage +} +import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set +object AnthropicCreateChatCompletionWithOpenAIAdapterAndImage + extends ExampleBase[OpenAIChatCompletionService] + with BufferedImageHelper { + + private val localImagePath = sys.env("EXAMPLE_IMAGE_PATH") + private val imageSource = imageBase64Source(new java.io.File(localImagePath)) + + override val service: OpenAIChatCompletionService = ChatCompletionProvider.anthropic() + + private val messages = Seq( + SystemMessage("You are a drunk pirate who jokes constantly!"), + UserSeqMessage( + Seq( + TextContent("Summarize the document."), + ImageURLContent(s"data:image/jpeg;base64,${imageSource}") + ) + ) + ) + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings(NonOpenAIModelId.claude_3_5_sonnet_20241022) + ) + .map { content => + println(content.choices.headOption.map(_.message.content).getOrElse("N/A")) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala new file mode 100644 index 00000000..916c7cc1 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala @@ -0,0 +1,40 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import java.io.File +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set +object AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf + extends ExampleBase[OpenAIChatCompletionService] + with BufferedImageHelper { + + private val localPdfPath = sys.env("EXAMPLE_PDF_PATH") + private val base64Source = pdfBase64Source(new File(localPdfPath)) + + override val service: OpenAIChatCompletionService = ChatCompletionProvider.anthropic() + + private val messages = Seq( + SystemMessage("You are a drunk pirate who jokes constantly!"), + UserSeqMessage( + Seq( + TextContent("Summarize the document."), + ImageURLContent(s"data:application/pdf;base64,${base64Source}") + ) + ) + ) + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings(NonOpenAIModelId.claude_3_5_sonnet_20241022) + ) + .map { content => + println(content.choices.headOption.map(_.message.content).getOrElse("N/A")) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index 87b06ff4..4c2e223b 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -23,9 +23,10 @@ object AnthropicCreateMessageWithImage override protected val service: AnthropicService = AnthropicServiceFactory() private val messages: Seq[Message] = Seq( + Message.SystemMessage("You are a drunk pirate who jokes constantly!"), UserMessageContent( Seq( - ContentBlockBase(TextBlock("Describe to me what is in the picture!")), + ContentBlockBase(TextBlock("Summarize the document.")), MediaBlock.jpeg(data = imageSource) ) ) @@ -36,7 +37,7 @@ object AnthropicCreateMessageWithImage .createMessage( messages, settings = AnthropicCreateMessageSettings( - model = NonOpenAIModelId.claude_3_opus_20240229, + model = NonOpenAIModelId.claude_3_5_sonnet_20241022, max_tokens = 4096 ) ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala index 3076973c..9f596993 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -8,28 +8,25 @@ import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} import io.cequence.openaiscala.domain.NonOpenAIModelId -import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} import java.io.File -import java.nio.file.Files -import java.util.Base64 import scala.concurrent.Future // requires `openai-scala-anthropic-client` as a dependency -object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] { +object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] with BufferedImageHelper { - private val localImagePath = sys.env("EXAMPLE_PDF_PATH") - private val pdfBase64Source = - Base64.getEncoder.encodeToString(readPdfToBytes(localImagePath)) + private val localPdfPath = sys.env("EXAMPLE_PDF_PATH") + private val base64Source = pdfBase64Source(new File(localPdfPath)) override protected val service: AnthropicService = AnthropicServiceFactory(withPdf = true) private val messages: Seq[Message] = Seq( - SystemMessage("Talk in pirate speech. Reply to this prompt as a real pirate!"), + SystemMessage("You are a drunk pirate who jokes constantly!"), UserMessageContent( Seq( - ContentBlockBase(TextBlock("Describe to me what is this PDF about!")), - MediaBlock.pdf(data = pdfBase64Source) + ContentBlockBase(TextBlock("Summarize the document.")), + MediaBlock.pdf(data = base64Source) ) ) ) @@ -46,11 +43,6 @@ object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] { ) .map(printMessageContent) - def readPdfToBytes(filePath: String): Array[Byte] = { - val pdfFile = new File(filePath) - Files.readAllBytes(pdfFile.toPath) - } - private def printMessageContent(response: CreateMessageResponse) = { val text = response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } From 77fe41ad6a4318a47ac5f467a41ca1daf4e1c108 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 17 Jan 2025 16:06:15 +0100 Subject: [PATCH 122/404] FireworksAI - document-inline small fix --- .../examples/nonopenai/FireworksAIDocumentInlining.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInlining.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInlining.scala index 0f21add2..2e419728 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInlining.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInlining.scala @@ -18,7 +18,7 @@ object FireworksAIDocumentInlining extends ExampleBase[OpenAIChatCompletionServi private val fireworksModelPrefix = "accounts/fireworks/models/" override val service: OpenAIChatCompletionService = ChatCompletionProvider.fireworks - val messages: Seq[BaseMessage] = Seq( + private val messages: Seq[BaseMessage] = Seq( SystemMessage("You are a helpful assistant."), UserSeqMessage( Seq( From 911070f228bce3035a52b37907d7a444d903cdaf Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 21 Jan 2025 17:21:47 +0100 Subject: [PATCH 123/404] Formatting --- ...AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala | 2 +- .../examples/nonopenai/AnthropicCreateMessageWithPdf.scala | 4 +++- .../nonopenai/GrokCreateChatCompletionWithImage.scala | 4 +++- 3 files changed, 7 insertions(+), 3 deletions(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala index 916c7cc1..27a1408f 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala @@ -11,7 +11,7 @@ import scala.concurrent.Future // requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set object AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf extends ExampleBase[OpenAIChatCompletionService] - with BufferedImageHelper { + with BufferedImageHelper { private val localPdfPath = sys.env("EXAMPLE_PDF_PATH") private val base64Source = pdfBase64Source(new File(localPdfPath)) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala index 9f596993..0816b09e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -14,7 +14,9 @@ import java.io.File import scala.concurrent.Future // requires `openai-scala-anthropic-client` as a dependency -object AnthropicCreateMessageWithPdf extends ExampleBase[AnthropicService] with BufferedImageHelper { +object AnthropicCreateMessageWithPdf + extends ExampleBase[AnthropicService] + with BufferedImageHelper { private val localPdfPath = sys.env("EXAMPLE_PDF_PATH") private val base64Source = pdfBase64Source(new File(localPdfPath)) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionWithImage.scala index 78349ff8..d4c1ddaa 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionWithImage.scala @@ -10,7 +10,9 @@ import scala.concurrent.Future /** * Requires `GROK_API_KEY` environment variable to be set. */ -object GrokCreateChatCompletionWithImage extends ExampleBase[OpenAIChatCompletionService] with BufferedImageHelper { +object GrokCreateChatCompletionWithImage + extends ExampleBase[OpenAIChatCompletionService] + with BufferedImageHelper { override val service: OpenAIChatCompletionService = ChatCompletionProvider.grok From 20db11104d9355171223d0043f9542cd23e43fd1 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 24 Jan 2025 10:00:28 +0100 Subject: [PATCH 124/404] New Perplexity Sonary module - vanilla chat completion API (streamed and non-streamed), handling citations, plus OpenAI adapter --- perplexity-sonar-client/build.sbt | 14 ++ .../openaiscala/perplexity/JsonFormats.scala | 73 +++++++++ .../perplexity/domain/ChatRole.scala | 15 ++ .../perplexity/domain/Message.scala | 21 +++ .../SonarChatCompletionChunkResponse.scala | 14 ++ .../SonarChatCompletionResponse.scala | 23 +++ .../SonarCreateChatCompletionSettings.scala | 80 ++++++++++ .../perplexity/service/SonarService.scala | 48 ++++++ .../service/SonarServiceConsts.scala | 20 +++ .../service/SonarServiceFactory.scala | 50 ++++++ .../perplexity/service/impl/EndPoint.scala | 29 ++++ .../OpenAISonarChatCompletionService.scala | 146 ++++++++++++++++++ .../service/impl/SonarServiceImpl.scala | 109 +++++++++++++ 13 files changed, 642 insertions(+) create mode 100644 perplexity-sonar-client/build.sbt create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/ChatRole.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/Message.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/response/SonarChatCompletionChunkResponse.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/response/SonarChatCompletionResponse.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/settings/SonarCreateChatCompletionSettings.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarService.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceFactory.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/EndPoint.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala create mode 100644 perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala diff --git a/perplexity-sonar-client/build.sbt b/perplexity-sonar-client/build.sbt new file mode 100644 index 00000000..b8ca7518 --- /dev/null +++ b/perplexity-sonar-client/build.sbt @@ -0,0 +1,14 @@ +import Dependencies.Versions._ + +name := "openai-scala-perplexity-sonar-client" + +description := "Scala client for Perplexity - Sonar API implemented using Play WS lib." + +libraryDependencies ++= Seq( + "io.cequence" %% "ws-client-core" % wsClient, + "io.cequence" %% "ws-client-play" % wsClient, + "io.cequence" %% "ws-client-play-stream" % wsClient, + "org.scalactic" %% "scalactic" % "3.2.18", + "org.scalatest" %% "scalatest" % "3.2.18" % Test, + "org.scalamock" %% "scalamock" % scalaMock % Test +) diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala new file mode 100644 index 00000000..04f85e2c --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala @@ -0,0 +1,73 @@ +package io.cequence.openaiscala.perplexity + +import io.cequence.openaiscala.perplexity.domain.Message.{ + AssistantMessage, + SystemMessage, + UserMessage +} +import io.cequence.openaiscala.perplexity.domain.response.{ + SonarChatCompletionChunkResponse, + SonarChatCompletionResponse +} +import io.cequence.openaiscala.perplexity.domain.settings.{ + RecencyFilterType, + SolarResponseFormatType, + SonarCreateChatCompletionSettings +} +import io.cequence.openaiscala.perplexity.domain.{ChatRole, Message} +import io.cequence.openaiscala.JsonFormats.{ + chatCompletionChoiceInfoFormat, + usageInfoFormat, + chatCompletionChoiceChunkInfoFormat +} +import io.cequence.wsclient.JsonUtil +import play.api.libs.functional.syntax._ +import play.api.libs.json.JsonNaming.SnakeCase +import play.api.libs.json._ + +object JsonFormats extends JsonFormats + +trait JsonFormats { + + implicit lazy val chatRoleFormat = JsonUtil.enumFormat[ChatRole](ChatRole.values: _*) + + implicit lazy val messageWrites: Writes[Message] = (message: Message) => + Json.obj( + "role" -> message.role, + "content" -> Json.toJson(message.content) + ) + + implicit lazy val messageReads: Reads[Message] = ( + (__ \ "role").read[ChatRole] and + (__ \ "content").read[String] + ) { + ( + role, + content + ) => + role match { + case ChatRole.System => SystemMessage(content) + case ChatRole.User => UserMessage(content) + case ChatRole.Assistant => AssistantMessage(content) + } + } + + implicit lazy val messageFormat: Format[Message] = Format(messageReads, messageWrites) + + implicit lazy val solarResponseFormatTypeFormat: Format[SolarResponseFormatType] = + JsonUtil.enumFormat[SolarResponseFormatType](SolarResponseFormatType.values: _*) + + implicit lazy val recencyFilterTypeFormat: Format[RecencyFilterType] = + JsonUtil.enumFormat[RecencyFilterType](RecencyFilterType.values: _*) + + implicit lazy val sonarCreateChatCompletionSettingsFormat + : Format[SonarCreateChatCompletionSettings] = + Json.format[SonarCreateChatCompletionSettings] + + implicit lazy val sonarChatCompletionResponseFormat: Format[SonarChatCompletionResponse] = + Json.format[SonarChatCompletionResponse] + + implicit lazy val sonarChatCompletionChunkResponse + : Format[SonarChatCompletionChunkResponse] = + Json.format[SonarChatCompletionChunkResponse] +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/ChatRole.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/ChatRole.scala new file mode 100644 index 00000000..db249689 --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/ChatRole.scala @@ -0,0 +1,15 @@ +package io.cequence.openaiscala.perplexity.domain + +import io.cequence.wsclient.domain.EnumValue + +sealed trait ChatRole extends EnumValue { + override def toString: String = super.toString.toLowerCase +} + +object ChatRole { + case object System extends ChatRole + case object User extends ChatRole + case object Assistant extends ChatRole + + def values: Seq[ChatRole] = Seq(System, User, Assistant) +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/Message.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/Message.scala new file mode 100644 index 00000000..37f301ac --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/Message.scala @@ -0,0 +1,21 @@ +package io.cequence.openaiscala.perplexity.domain + +sealed trait Message { + def role: ChatRole + def content: String +} + +object Message { + + final case class SystemMessage(content: String) extends Message { + val role: ChatRole = ChatRole.System + } + + final case class UserMessage(content: String) extends Message { + val role: ChatRole = ChatRole.User + } + + final case class AssistantMessage(content: String) extends Message { + val role: ChatRole = ChatRole.Assistant + } +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/response/SonarChatCompletionChunkResponse.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/response/SonarChatCompletionChunkResponse.scala new file mode 100644 index 00000000..918bd20d --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/response/SonarChatCompletionChunkResponse.scala @@ -0,0 +1,14 @@ +package io.cequence.openaiscala.perplexity.domain.response + +import io.cequence.openaiscala.domain.response.{ChatCompletionChoiceChunkInfo, UsageInfo} + +import java.{util => ju} + +case class SonarChatCompletionChunkResponse( + id: String, + created: ju.Date, + model: String, + citations: Seq[String], + choices: Seq[ChatCompletionChoiceChunkInfo], + usage: Option[UsageInfo] +) diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/response/SonarChatCompletionResponse.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/response/SonarChatCompletionResponse.scala new file mode 100644 index 00000000..ad7c29e7 --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/response/SonarChatCompletionResponse.scala @@ -0,0 +1,23 @@ +package io.cequence.openaiscala.perplexity.domain.response + +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.domain.response.{ChatCompletionChoiceInfo, UsageInfo} + +import java.{util => ju} + +case class SonarChatCompletionResponse( + id: String, + created: ju.Date, + model: String, + citations: Seq[String], + choices: Seq[ChatCompletionChoiceInfo], + usage: Option[UsageInfo] +) { + def contentHead: String = choices.headOption + .map(_.message.content) + .getOrElse( + throw new OpenAIScalaClientException( + s"No content in the chat completion response ${id}." + ) + ) +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/settings/SonarCreateChatCompletionSettings.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/settings/SonarCreateChatCompletionSettings.scala new file mode 100644 index 00000000..a48d745b --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/settings/SonarCreateChatCompletionSettings.scala @@ -0,0 +1,80 @@ +package io.cequence.openaiscala.perplexity.domain.settings + +import io.cequence.wsclient.domain.EnumValue + +/** + * Settings for creating a chat completion via Sonar. + * + * @param model + * The name of the model that will complete your prompt (required). + * @param frequency_penalty + * A multiplicative penalty (> 0). Values > 1.0 penalize new tokens based on frequency, + * decreasing the likelihood of repeating the same line verbatim. Default = 1.0. Incompatible + * with presence_penalty. + * @param max_tokens + * The maximum number of completion tokens returned by the API. If left unspecified, the + * model will generate tokens until it reaches a stop token or the end of its context window. + * @param presence_penalty + * A value (-2 < x < 2) that penalizes new tokens based on whether they appear in the text so + * far, increasing the likelihood to talk about new topics. Default = 0.0. Incompatible with + * frequency_penalty. + * @param response_format + * Enable structured outputs with a JSON or Regex schema. If provided, it should conform to + * the required format. + * @param return_images + * Determines whether or not a request to an online model should return images. Default = + * false. + * @param return_related_questions + * Determines whether or not a request to an online model should return related questions. + * Default = false. + * @param search_domain_filter + * A list of domains to limit citations to (whitelist) or exclude (blacklist via a leading + * "-"). Currently limited to only 3 domains total. + * @param search_recency_filter + * Returns search results within the specified time interval (e.g., "month", "week", "day", + * "hour"). Does not apply to images. + * @param temperature + * The amount of randomness in the response, (0 < x < 2). Higher values are more random; + * lower values are more deterministic. Default = 0.2. + * @param top_k + * The number of tokens to keep for highest top-k filtering (0 <= x <= 2048). If 0, top-k + * filtering is disabled. Default = 0. + * @param top_p + * The nucleus sampling threshold, (0 < x <= 1). For each token, the model considers the + * tokens with top_p probability mass. We recommend altering either top_k or top_p, but not + * both. Default = 0.9. + */ +case class SonarCreateChatCompletionSettings( + model: String, + frequency_penalty: Option[Double] = None, + max_tokens: Option[Int] = None, + presence_penalty: Option[Double] = None, + response_format: Option[SolarResponseFormatType] = None, + return_images: Option[Boolean] = None, + return_related_questions: Option[Boolean] = None, + search_domain_filter: Seq[String] = Nil, + search_recency_filter: Option[RecencyFilterType] = None, + temperature: Option[Double] = None, + top_k: Option[Int] = None, + top_p: Option[Double] = None +) + +trait SolarResponseFormatType extends EnumValue + +object SolarResponseFormatType { + case object json_schema extends SolarResponseFormatType + case object regex extends SolarResponseFormatType + + def values: Seq[SolarResponseFormatType] = Seq(json_schema, regex) +} + +trait RecencyFilterType extends EnumValue + +object RecencyFilterType { + case object month extends RecencyFilterType + case object week extends RecencyFilterType + case object day extends RecencyFilterType + case object hour extends RecencyFilterType + + def values: Seq[RecencyFilterType] = Seq(month, week, day, hour) +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarService.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarService.scala new file mode 100644 index 00000000..191b320b --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarService.scala @@ -0,0 +1,48 @@ +package io.cequence.openaiscala.perplexity.service + +import akka.NotUsed +import akka.stream.scaladsl.Source +import io.cequence.openaiscala.perplexity.domain.response.{ + SonarChatCompletionChunkResponse, + SonarChatCompletionResponse +} +import io.cequence.wsclient.service.CloseableService +import io.cequence.openaiscala.perplexity.domain.Message + +import scala.concurrent.Future +import io.cequence.openaiscala.perplexity.domain.settings.SonarCreateChatCompletionSettings + +trait SonarService extends CloseableService with SonarServiceConsts { + + /** + * Generates a model’s response for the given chat conversation.. + * + * @param messages + * A list of messages comprising the conversation so far. + * @param settings + * @return + * chat completion response + * @see + * Perplexity Docs + */ + def createChatCompletion( + messages: Seq[Message], + settings: SonarCreateChatCompletionSettings = DefaultSettings.CreateChatCompletion + ): Future[SonarChatCompletionResponse] + + /** + * Generates a model’s response for the given chat conversation with streamed results. + * + * @param messages + * A list of messages comprising the conversation so far. + * @param settings + * @return + * chat completion response + * @see + * Perplexity Docs + */ + def createChatCompletionStreamed( + messages: Seq[Message], + settings: SonarCreateChatCompletionSettings = DefaultSettings.CreateChatCompletion + ): Source[SonarChatCompletionChunkResponse, NotUsed] +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala new file mode 100644 index 00000000..d2256c69 --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala @@ -0,0 +1,20 @@ +package io.cequence.openaiscala.perplexity.service + +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.perplexity.domain.settings.SonarCreateChatCompletionSettings +import io.cequence.openaiscala.service.ChatProviderSettings + +/** + * Constants of [[SonarService]], mostly defaults + */ +trait SonarServiceConsts { + + protected val coreUrl = ChatProviderSettings.sonar.coreUrl + + object DefaultSettings { + + val CreateChatCompletion = SonarCreateChatCompletionSettings( + model = NonOpenAIModelId.sonar + ) + } +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceFactory.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceFactory.scala new file mode 100644 index 00000000..74dabc1c --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceFactory.scala @@ -0,0 +1,50 @@ +package io.cequence.openaiscala.perplexity.service + +import akka.stream.Materializer +import io.cequence.openaiscala.EnvHelper +import io.cequence.openaiscala.perplexity.service.impl.{ + OpenAISonarChatCompletionService, + SonarServiceImpl +} +import io.cequence.openaiscala.service.ChatProviderSettings +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService + +import scala.concurrent.ExecutionContext + +/** + * Factory for creating instances of the [[SonarService]] and an OpenAI adapter for + * [[io.cequence.openaiscala.service.OpenAIChatCompletionService]] + */ +object SonarServiceFactory extends SonarServiceConsts with EnvHelper { + + private val apiKeyEnv = ChatProviderSettings.sonar.apiKeyEnvVariable + + def apply( + apiKey: String = getEnvValue(apiKeyEnv) + )( + implicit ec: ExecutionContext, + materializer: Materializer + ): SonarService = new SonarServiceImpl(apiKey) + + /** + * Create a new instance of the [[OpenAIChatCompletionService]] wrapping the SonarService + * + * @param apiKey + * The API key to use for authentication (if not specified the SONAR_API_KEY env. variable + * will be used) + * @param timeouts + * The explicit timeouts to use for the service (optional) + * @param ec + * @param materializer + * @return + */ + def asOpenAI( + apiKey: String = getEnvValue(apiKeyEnv) + )( + implicit ec: ExecutionContext, + materializer: Materializer + ): OpenAIChatCompletionStreamedService = + new OpenAISonarChatCompletionService( + new SonarServiceImpl(apiKey) + ) +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/EndPoint.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/EndPoint.scala new file mode 100644 index 00000000..d1165d83 --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/EndPoint.scala @@ -0,0 +1,29 @@ +package io.cequence.openaiscala.perplexity.service.impl + +import io.cequence.wsclient.domain.{EnumValue, NamedEnumValue} + +sealed abstract class EndPoint(value: String = "") extends NamedEnumValue(value) + +object EndPoint { + case object chatCompletion extends EndPoint("chat/completions") +} + +sealed trait Param extends EnumValue + +object Param { + + case object model extends Param + case object messages extends Param + case object frequency_penalty extends Param + case object max_tokens extends Param + case object presence_penalty extends Param + case object response_format extends Param + case object return_images extends Param + case object return_related_questions extends Param + case object search_domain_filter extends Param + case object search_recency_filter extends Param + case object stream extends Param + case object temperature extends Param + case object top_k extends Param + case object top_p extends Param +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala new file mode 100644 index 00000000..7fabf429 --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala @@ -0,0 +1,146 @@ +package io.cequence.openaiscala.perplexity.service.impl + +import akka.NotUsed +import akka.stream.scaladsl.Source +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.domain.{ + AssistantMessage, + BaseMessage, + SystemMessage, + UserMessage +} +import io.cequence.openaiscala.domain.response.{ + ChatCompletionChunkResponse, + ChatCompletionResponse +} +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings +} +import io.cequence.openaiscala.perplexity.domain.Message +import io.cequence.openaiscala.perplexity.domain.response.{ + SonarChatCompletionChunkResponse, + SonarChatCompletionResponse +} +import io.cequence.openaiscala.perplexity.domain.settings.{ + SolarResponseFormatType, + SonarCreateChatCompletionSettings +} +import io.cequence.openaiscala.perplexity.service.SonarService +import io.cequence.openaiscala.service.{ + OpenAIChatCompletionService, + OpenAIChatCompletionStreamedServiceExtra +} + +import scala.concurrent.{ExecutionContext, Future} + +private[service] class OpenAISonarChatCompletionService( + underlying: SonarService +)( + implicit executionContext: ExecutionContext +) extends OpenAIChatCompletionService + with OpenAIChatCompletionStreamedServiceExtra { + + override def createChatCompletion( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings + ): Future[ChatCompletionResponse] = { + underlying + .createChatCompletion( + messages.map(toSonarMessage), + toSonarSetting(settings) + ) + .map(toOpenAIResponse) + } + + override def createChatCompletionStreamed( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings + ): Source[ChatCompletionChunkResponse, NotUsed] = + underlying + .createChatCompletionStreamed( + messages.map(toSonarMessage), + toSonarSetting(settings) + ) + .map(toOpenAIResponse) + + private def toSonarMessage(message: BaseMessage): Message = + message match { + case SystemMessage(content, _) => Message.SystemMessage(content) + case UserMessage(content, _) => Message.UserMessage(content) + case AssistantMessage(content, _) => Message.AssistantMessage(content) + case _ => throw new OpenAIScalaClientException(s"Unsupported message type for Sonar.") + } + + private def toSonarSetting(settings: CreateChatCompletionSettings) + : SonarCreateChatCompletionSettings = + SonarCreateChatCompletionSettings( + model = settings.model, + frequency_penalty = settings.frequency_penalty, + max_tokens = settings.max_tokens, + presence_penalty = settings.presence_penalty, + response_format = settings.response_format_type.flatMap { + case ChatCompletionResponseFormatType.json_object => + Some(SolarResponseFormatType.json_schema) + + case ChatCompletionResponseFormatType.json_schema => + Some(SolarResponseFormatType.json_schema) + + case ChatCompletionResponseFormatType.text => None + }, + return_images = None, + return_related_questions = None, + search_domain_filter = Nil, + search_recency_filter = None, + temperature = settings.temperature, + top_k = None, + top_p = settings.top_p + ) + + private def toOpenAIResponse(response: SonarChatCompletionResponse): ChatCompletionResponse = + ChatCompletionResponse( + id = response.id, + created = response.created, + model = response.model, + system_fingerprint = None, + choices = response.choices.map(choice => + choice.copy( + message = choice.message.copy( + content = s"${choice.message.content}${citationAppendix(response.citations)}" + ) + ) + ), + usage = response.usage + ) + + private def toOpenAIResponse(response: SonarChatCompletionChunkResponse) + : ChatCompletionChunkResponse = + ChatCompletionChunkResponse( + id = response.id, + created = response.created, + model = response.model, + system_fingerprint = None, + choices = response.choices.map(choice => + // when finished append the citations + if (choice.finish_reason.isDefined) { + choice.copy( + delta = choice.delta.copy( + content = Some( + s"${choice.delta.content.getOrElse("")}${citationAppendix(response.citations)}" + ) + ) + ) + } else + choice + ), + usage = response.usage + ) + + private def citationAppendix(citations: Seq[String]) = + s"\n\nCitations:\n${citations.mkString("\n")}" + + /** + * Closes the underlying ws client, and releases all its resources. + */ + override def close(): Unit = underlying.close() +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala new file mode 100644 index 00000000..25db6c16 --- /dev/null +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala @@ -0,0 +1,109 @@ +package io.cequence.openaiscala.perplexity.service.impl + +import akka.NotUsed +import akka.stream.Materializer +import akka.stream.scaladsl.Source +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.domain.response.{ + ChatCompletionChunkResponse, + ChatCompletionResponse +} +import io.cequence.openaiscala.perplexity.domain.Message +import io.cequence.openaiscala.perplexity.domain.settings.SonarCreateChatCompletionSettings +import io.cequence.openaiscala.perplexity.service.impl.{EndPoint, Param} +import io.cequence.openaiscala.perplexity.JsonFormats._ +import io.cequence.openaiscala.perplexity.domain.response.{ + SonarChatCompletionChunkResponse, + SonarChatCompletionResponse +} +import io.cequence.openaiscala.perplexity.service.SonarService +import io.cequence.openaiscala.JsonFormats.chatCompletionChunkResponseFormat +import io.cequence.wsclient.JsonUtil.JsonOps +import io.cequence.wsclient.ResponseImplicits.JsonSafeOps +import io.cequence.wsclient.domain.WsRequestContext +import io.cequence.wsclient.service.{WSClientEngine, WSClientEngineStreamExtra} +import io.cequence.wsclient.service.WSClientWithEngineTypes.WSClientWithStreamEngine +import io.cequence.wsclient.service.ws.stream.PlayWSStreamClientEngine +import play.api.libs.json.{JsValue, Json, __} + +import scala.concurrent.{ExecutionContext, Future} + +private[service] class SonarServiceImpl( + apiKey: String +)( + override implicit val ec: ExecutionContext, + implicit val materializer: Materializer +) extends SonarService + with WSClientWithStreamEngine { + + override protected type PEP = EndPoint + override protected type PT = Param + + override protected val engine: WSClientEngine with WSClientEngineStreamExtra = + PlayWSStreamClientEngine( + coreUrl, + WsRequestContext(authHeaders = Seq(("Authorization", s"Bearer ${apiKey}"))) + ) + + override def createChatCompletion( + messages: Seq[Message], + settings: SonarCreateChatCompletionSettings + ): Future[SonarChatCompletionResponse] = + execPOST( + EndPoint.chatCompletion, + bodyParams = createBodyParamsForChatCompletion(messages, settings, stream = false) + ).map( + _.asSafeJson[SonarChatCompletionResponse] + ) + + override def createChatCompletionStreamed( + messages: Seq[Message], + settings: SonarCreateChatCompletionSettings + ): Source[SonarChatCompletionChunkResponse, NotUsed] = { + val bodyParams = + createBodyParamsForChatCompletion(messages, settings, stream = true) + val stringParams = paramTuplesToStrings(bodyParams) + + engine + .execJsonStream( + EndPoint.chatCompletion.toString(), + "POST", + bodyParams = stringParams, + framingDelimiter = "\r\n\r\n" + ) + .map { json => + (json \ "error").toOption.map { error => + throw new OpenAIScalaClientException(error.toString()) + }.getOrElse { + json.asSafe[SonarChatCompletionChunkResponse] + } + } + } + + private def createBodyParamsForChatCompletion( + messages: Seq[Message], + settings: SonarCreateChatCompletionSettings, + stream: Boolean + ): Seq[(Param, Option[JsValue])] = { + assert(messages.nonEmpty, "At least one message expected.") + + jsonBodyParams( + Param.messages -> Some(Json.toJson(messages)), + Param.model -> Some(settings.model), + Param.frequency_penalty -> settings.frequency_penalty, + Param.max_tokens -> settings.max_tokens, + Param.presence_penalty -> settings.presence_penalty, + Param.response_format -> settings.response_format.map(_.toString()), + Param.return_images -> settings.return_images, + Param.return_related_questions -> settings.return_related_questions, + Param.search_domain_filter -> (if (settings.search_domain_filter.nonEmpty) + Some(settings.search_domain_filter) + else None), + Param.search_recency_filter -> settings.search_recency_filter.map(_.toString()), + Param.stream -> Some(stream), + Param.temperature -> settings.temperature, + Param.top_k -> settings.top_k, + Param.top_p -> settings.top_p + ) + } +} From e58e83c78ca541e4e0c012498fd8b86f9147281f Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 24 Jan 2025 10:01:22 +0100 Subject: [PATCH 125/404] New models - perplexity sonar, sonar-pro, llama-3.1-sonar-small-128k-online, etc --- .../openaiscala/domain/NonOpenAIModelId.scala | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index a303d6f7..374fa8a0 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -241,4 +241,16 @@ object NonOpenAIModelId { val deepseek_v3 = "deepseek-v3" // Fireworks val deepseek_v2_lite_chat = "deepseek-v2-lite-chat" // Fireworks val deepseek_ai_deepseek_v3 = "deepseek-ai/DeepSeek-V3" // Together AI + + // Sonar (Perplexlity) + // 200k context length + val sonar_pro = "sonar-pro" + // 127k context length + val sonar = "sonar" + + // These models will be deprecated and will no longer be available to use after 2/22/2025 + // 127k context window + val llama_3_1_sonar_small_128k_online = "llama-3.1-sonar-small-128k-online" + val llama_3_1_sonar_large_128k_online = "llama-3.1-sonar-large-128k-online" + val llama_3_1_sonar_huge_128k_online = "llama-3.1-sonar-huge-128k-online" } From 715cd5926ad83be96f941bb16c24705eb94f1907 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 24 Jan 2025 10:03:12 +0100 Subject: [PATCH 126/404] Env value helper --- .../service/AnthropicServiceFactory.scala | 17 +++-------------- .../service/VertexAIServiceFactory.scala | 18 ++++++------------ .../io/cequence/openaiscala/EnvHelper.scala | 11 +++++++++++ .../openaiscala/domain/AssistantTool.scala | 2 +- 4 files changed, 21 insertions(+), 27 deletions(-) create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/EnvHelper.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala index 3711408d..2c34babd 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala @@ -1,12 +1,8 @@ package io.cequence.openaiscala.anthropic.service import akka.stream.Materializer -import io.cequence.openaiscala.anthropic.service.impl.{ - AnthropicBedrockServiceImpl, - AnthropicServiceImpl, - BedrockConnectionSettings, - OpenAIAnthropicChatCompletionService -} +import io.cequence.openaiscala.EnvHelper +import io.cequence.openaiscala.anthropic.service.impl.{AnthropicBedrockServiceImpl, AnthropicServiceImpl, BedrockConnectionSettings, OpenAIAnthropicChatCompletionService} import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService import io.cequence.wsclient.domain.{RichResponse, WsRequestContext} import io.cequence.wsclient.service.ws.Timeouts @@ -21,7 +17,7 @@ import scala.concurrent.ExecutionContext * Factory for creating instances of the [[AnthropicService]] and an OpenAI adapter for * [[OpenAIChatCompletionService]] */ -object AnthropicServiceFactory extends AnthropicServiceConsts { +object AnthropicServiceFactory extends AnthropicServiceConsts with EnvHelper { private def apiVersion = "2023-06-01" @@ -113,13 +109,6 @@ object AnthropicServiceFactory extends AnthropicServiceConsts { timeouts ) - private def getEnvValue(envKey: String): String = - Option(System.getenv(envKey)).getOrElse( - throw new IllegalStateException( - s"${envKey} environment variable expected but not set. Alternatively, you can pass the API key explicitly to the factory method." - ) - ) - private class AnthropicServiceClassImpl( coreUrl: String, authHeaders: Seq[(String, String)], diff --git a/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/VertexAIServiceFactory.scala b/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/VertexAIServiceFactory.scala index f67837d4..1f9a6d8f 100644 --- a/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/VertexAIServiceFactory.scala +++ b/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/VertexAIServiceFactory.scala @@ -1,12 +1,13 @@ package io.cequence.openaiscala.vertexai.service import com.google.cloud.vertexai.VertexAI +import io.cequence.openaiscala.EnvHelper import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService import io.cequence.openaiscala.vertexai.service.impl.OpenAIVertexAIChatCompletionService import scala.concurrent.ExecutionContext -object VertexAIServiceFactory { +object VertexAIServiceFactory extends EnvHelper { private val projectIdKey = "VERTEXAI_PROJECT_ID" private val locationIdKey = "VERTEXAI_LOCATION" @@ -20,8 +21,8 @@ object VertexAIServiceFactory { * @return */ def asOpenAI( - projectId: String = getEnvValueSafe(projectIdKey), - location: String = getEnvValueSafe(locationIdKey) + projectId: String = getEnvValue(projectIdKey), + location: String = getEnvValue(locationIdKey) )( implicit ec: ExecutionContext ): OpenAIChatCompletionStreamedService = @@ -30,15 +31,8 @@ object VertexAIServiceFactory { ) private def apply( - projectId: String = getEnvValueSafe(projectIdKey), - location: String = getEnvValueSafe(locationIdKey) + projectId: String = getEnvValue(projectIdKey), + location: String = getEnvValue(locationIdKey) ): VertexAI = new VertexAI(projectId, location) - - private def getEnvValueSafe(key: String): String = - Option(System.getenv(key)).getOrElse( - throw new IllegalStateException( - s"${key} environment variable expected but not set. Alternatively, you can pass the value explicitly to the factory method." - ) - ) } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/EnvHelper.scala b/openai-core/src/main/scala/io/cequence/openaiscala/EnvHelper.scala new file mode 100644 index 00000000..07e25a6e --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/EnvHelper.scala @@ -0,0 +1,11 @@ +package io.cequence.openaiscala + +trait EnvHelper { + + protected def getEnvValue(key: String): String = + Option(System.getenv(key)).getOrElse( + throw new IllegalStateException( + s"${key} environment variable expected but not set. Alternatively, you can pass the value explicitly to the factory method." + ) + ) +} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/AssistantTool.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/AssistantTool.scala index 6ef1d02d..a7abb5c7 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/AssistantTool.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/AssistantTool.scala @@ -19,7 +19,7 @@ object AssistantTool { // The parameters the functions accepts, described as a JSON Schema object. // See the guide for examples, and the JSON Schema reference for documentation about the format. - parameters: Map[String, Any] = Map.empty, + parameters: Map[String, Any] = Map.empty, // TODO: support JsonSchema out of box // Whether to enable strict schema adherence when generating the function call. If set to true, the model will // follow the exact schema defined in the parameters field. Only a subset of JSON Schema is supported when strict From 1f494c90bd43c63db4c9d98fa3f093c32bcf7192 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 24 Jan 2025 10:03:53 +0100 Subject: [PATCH 127/404] Main build.sbt - registering Perplexity Sonar Client module --- build.sbt | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/build.sbt b/build.sbt index d2e0b192..8d31c7e8 100755 --- a/build.sbt +++ b/build.sbt @@ -62,12 +62,18 @@ lazy val google_vertexai_client = (project in file("google-vertexai-client")) .dependsOn(core) .aggregate(core, client, client_stream) +// note that for perplexity_client we provide a streaming extension within the module as well +lazy val perplexity_sonar_client = (project in file("perplexity-sonar-client")) + .settings(commonSettings *) + .dependsOn(core) + .aggregate(core, client, client_stream) + lazy val count_tokens = (project in file("openai-count-tokens")) .settings( (commonSettings ++ Seq(definedTestNames in Test := Nil)) * ) .dependsOn(client) - .aggregate(anthropic_client, google_vertexai_client) + .aggregate(anthropic_client, google_vertexai_client, perplexity_sonar_client) lazy val guice = (project in file("openai-guice")) .settings(commonSettings *) @@ -76,8 +82,8 @@ lazy val guice = (project in file("openai-guice")) lazy val examples = (project in file("openai-examples")) .settings(commonSettings *) - .dependsOn(client_stream, anthropic_client, google_vertexai_client) - .aggregate(client_stream, anthropic_client, google_vertexai_client) + .dependsOn(client_stream, anthropic_client, google_vertexai_client, perplexity_sonar_client) + .aggregate(client_stream, anthropic_client, google_vertexai_client, perplexity_sonar_client) // POM settings for Sonatype ThisBuild / homepage := Some( From 74f4595bf5a6bb4be10e0fcb647a5424ca5ed496 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 24 Jan 2025 10:06:02 +0100 Subject: [PATCH 128/404] Perplexity Sonar examples - vanilla, openai-wrapped, streamed, non-streamed --- .../nonopenai/ChatCompletionProvider.scala | 7 +++ .../nonopenai/SonarCreateChatCompletion.scala | 40 +++++++++++++++++ .../SonarCreateChatCompletionStreamed.scala | 45 +++++++++++++++++++ ...tCompletionStreamedWithOpenAIAdapter.scala | 41 +++++++++++++++++ ...reateChatCompletionWithOpenAIAdapter.scala | 37 +++++++++++++++ 5 files changed, 170 insertions(+) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletion.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamed.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamedWithOpenAIAdapter.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala index e9dafe36..b3365f67 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala @@ -3,6 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.Materializer import io.cequence.openaiscala.anthropic.service.AnthropicServiceFactory import io.cequence.openaiscala.domain.ProviderSettings +import io.cequence.openaiscala.perplexity.service.SonarServiceFactory import io.cequence.openaiscala.service.{ ChatProviderSettings, OpenAIChatCompletionServiceFactory @@ -109,6 +110,12 @@ object ChatCompletionProvider { m: Materializer ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.deepseekBeta) + def sonar( + implicit ec: ExecutionContext, + m: Materializer + ): OpenAIChatCompletionStreamedService = + SonarServiceFactory.asOpenAI() + private def provide( settings: ProviderSettings )( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletion.scala new file mode 100644 index 00000000..7d963aa3 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletion.scala @@ -0,0 +1,40 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.perplexity.domain.Message.{SystemMessage, UserMessage} +import io.cequence.openaiscala.perplexity.domain.settings.SonarCreateChatCompletionSettings +import io.cequence.openaiscala.perplexity.service.{SonarService, SonarServiceFactory} + +import scala.concurrent.Future + +/** + * Requires `SONAR_API_KEY` environment variable to be set. + */ +object SonarCreateChatCompletion extends ExampleBase[SonarService] { + + override val service: SonarService = SonarServiceFactory() + + private val messages = Seq( + SystemMessage("You are a drunk pirate who jokes constantly!"), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.sonar + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = SonarCreateChatCompletionSettings( + model = modelId, + temperature = Some(0.1), + max_tokens = Some(512) + ) + ) + .map { response => + println(response.contentHead) + println + println("Citations:\n" + response.citations.mkString("\n")) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamed.scala new file mode 100644 index 00000000..bf6a1480 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamed.scala @@ -0,0 +1,45 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.perplexity.domain.Message.{SystemMessage, UserMessage} +import io.cequence.openaiscala.perplexity.domain.settings.SonarCreateChatCompletionSettings +import io.cequence.openaiscala.perplexity.service.{SonarService, SonarServiceFactory} + +import scala.concurrent.Future + +/** + * Requires `SONAR_API_KEY` environment variable to be set. + */ +object SonarCreateChatCompletionStreamed extends ExampleBase[SonarService] { + + override val service: SonarService = SonarServiceFactory() + + private val messages = Seq( + SystemMessage("You are a drunk pirate who jokes constantly!"), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.sonar + + override protected def run: Future[_] = + service + .createChatCompletionStreamed( + messages = messages, + settings = SonarCreateChatCompletionSettings( + model = modelId, + temperature = Some(0.1), + max_tokens = Some(512) + ) + ) + .runWith( + Sink.foreach { completion => + val content = completion.choices.headOption.flatMap(_.delta.content) + print(content.getOrElse("")) + if (completion.choices.headOption.exists(_.finish_reason.isDefined)) { + println("\n\nCitations:\n" + completion.citations.mkString("\n")) + } + } + ) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamedWithOpenAIAdapter.scala new file mode 100644 index 00000000..f45b64bf --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -0,0 +1,41 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionStreamedServiceExtra + +import scala.concurrent.Future + +// requires `openai-scala-client-stream` as a dependency and `SONAR_API_KEY` environment variable to be set +object SonarCreateChatCompletionStreamedWithOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { + + override val service: OpenAIChatCompletionStreamedServiceExtra = + ChatCompletionProvider.sonar + + private val messages = Seq( + SystemMessage("You are a drunk pirate who jokes constantly!"), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.sonar + + override protected def run: Future[_] = + service + .createChatCompletionStreamed( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + temperature = Some(0.01), + max_tokens = Some(512) + ) + ) + .runWith( + Sink.foreach { completion => + val content = completion.choices.headOption.flatMap(_.delta.content) + print(content.getOrElse("")) + } + ) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala new file mode 100644 index 00000000..ad81a645 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala @@ -0,0 +1,37 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +/** + * Requires `SONAR_API_KEY` environment variable to be set. + */ +object SonarCreateChatCompletionWithOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionService] { + + override val service: OpenAIChatCompletionService = + ChatCompletionProvider.sonar + + private val messages = Seq( + SystemMessage("You are a drunk pirate who jokes constantly!"), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.sonar_pro + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + temperature = Some(0.1), + max_tokens = Some(512) + ) + ) + .map(printMessageContent) +} From 3d579a1231b825d09b1d93b7866eb371299f3a60 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Sun, 26 Jan 2025 14:32:46 +0100 Subject: [PATCH 129/404] Chat provider settings - sonar --- .../io/cequence/openaiscala/service/ChatProviderSettings.scala | 1 + 1 file changed, 1 insertion(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala index ffb1b1dc..e8a52219 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala @@ -15,4 +15,5 @@ object ChatProviderSettings { val grok = ProviderSettings("https://api.x.ai/v1/", "GROK_API_KEY") val deepseek = ProviderSettings("https://api.deepseek.com/", "DEEPSEEK_API_KEY") val deepseekBeta = ProviderSettings("https://api.deepseek.com/beta/", "DEEPSEEK_API_KEY") + val sonar = ProviderSettings("https://api.perplexity.ai/", "SONAR_API_KEY") } From 4a109edf52d944fc79aadb95ca98473eed1c4a61 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Sun, 26 Jan 2025 20:34:08 +0100 Subject: [PATCH 130/404] Formatting --- .../anthropic/service/AnthropicServiceFactory.scala | 7 ++++++- .../openaiscala/perplexity/service/SonarService.scala | 6 ++++-- 2 files changed, 10 insertions(+), 3 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala index 2c34babd..2ed9b703 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala @@ -2,7 +2,12 @@ package io.cequence.openaiscala.anthropic.service import akka.stream.Materializer import io.cequence.openaiscala.EnvHelper -import io.cequence.openaiscala.anthropic.service.impl.{AnthropicBedrockServiceImpl, AnthropicServiceImpl, BedrockConnectionSettings, OpenAIAnthropicChatCompletionService} +import io.cequence.openaiscala.anthropic.service.impl.{ + AnthropicBedrockServiceImpl, + AnthropicServiceImpl, + BedrockConnectionSettings, + OpenAIAnthropicChatCompletionService +} import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService import io.cequence.wsclient.domain.{RichResponse, WsRequestContext} import io.cequence.wsclient.service.ws.Timeouts diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarService.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarService.scala index 191b320b..a116ed23 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarService.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarService.scala @@ -23,7 +23,8 @@ trait SonarService extends CloseableService with SonarServiceConsts { * @return * chat completion response * @see - * Perplexity Docs + * Perplexity + * Docs */ def createChatCompletion( messages: Seq[Message], @@ -39,7 +40,8 @@ trait SonarService extends CloseableService with SonarServiceConsts { * @return * chat completion response * @see - * Perplexity Docs + * Perplexity + * Docs */ def createChatCompletionStreamed( messages: Seq[Message], From f8d083f8adee70b634dbeb84a5fe98fdcec85395 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 27 Jan 2025 16:04:31 +0100 Subject: [PATCH 131/404] New Deepseek models - deepseek-r1-distill-llama-70b (Groq), deepseek-r1 (Fireworks), and deepseek-ai/DeepSeek-R1 (Together AI) --- .../io/cequence/openaiscala/domain/JsonSchema.scala | 2 ++ .../openaiscala/domain/NonOpenAIModelId.scala | 12 +++++++++--- 2 files changed, 11 insertions(+), 3 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala index a2986d8d..b31d4bd5 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala @@ -11,6 +11,8 @@ object JsonSchema { import java.lang.{String => JString} + type JsonSchemaOrMap = Either[JsonSchema, Map[JString, Any]] + case class Object( properties: Seq[(JString, JsonSchema)], required: Seq[JString] = Nil diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 374fa8a0..c7103a58 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -31,7 +31,9 @@ object NonOpenAIModelId { val llama_3_3_70b_versatile = "llama-3.3-70b-versatile" // Groq val llama_3_3_70b_specdec = "llama-3.3-70b-specdec" // Groq val llama_v3p3_70b_instruct = "llama-v3p3-70b-instruct" // Fireworks AI - val llama_3_3_70B_Instruct_Turbo = "meta-llama/Llama-3.3-70B-Instruct-Turbo" // Together AI + val llama_3_3_70B_instruct_turbo = "meta-llama/Llama-3.3-70B-Instruct-Turbo" // Together AI + val llama_3_3_70B_instruct_turbo_free = + "meta-llama/Llama-3.3-70B-Instruct-Turbo-Free" // Together AI val llama_3_3_70b = "llama-3.3-70b" // Cerebras val llama_v3p2_1b_instruct = "llama-v3p2-1b-instruct" // Fireworks AI val llama_v3p2_3b_instruct = "llama-v3p2-3b-instruct" // Fireworks AI @@ -45,7 +47,9 @@ object NonOpenAIModelId { val llama_vision_free = "meta-llama/Llama-Vision-Free" // Together AI val llama_3_2_1b_preview = "llama-3.2-1b-preview" // Groq val llama_3_2_3b_preview = "llama-3.2-3b-preview" // Groq + @Deprecated val llama_3_2_11b_text_preview = "llama-3.2-11b-text-preview" // Groq + @Deprecated val llama_3_2_90b_text_preview = "llama-3.2-90b-text-preview" // Groq val llama3_1_8b = "llama3.1-8b" // Cerebras val llama3_1_70b = "llama3.1-70b" // Cerebras @@ -235,19 +239,21 @@ object NonOpenAIModelId { val grok_vision_beta = "grok-vision-beta" // Deepseek + val deepseek_r1_distill_llama_70b = "deepseek-r1-distill-llama-70b" // Groq // context 64K, 4K (8KBeta) + val deepseek_r1 = "deepseek-r1" // Fireworks + val deepseek_ai_deepseek_r1 = "deepseek-ai/DeepSeek-R1" // Together AI val deepseek_chat = "deepseek-chat" val deepseek_coder = "deepseek-coder" val deepseek_v3 = "deepseek-v3" // Fireworks val deepseek_v2_lite_chat = "deepseek-v2-lite-chat" // Fireworks val deepseek_ai_deepseek_v3 = "deepseek-ai/DeepSeek-V3" // Together AI - // Sonar (Perplexlity) + // Sonar (Perplexity) // 200k context length val sonar_pro = "sonar-pro" // 127k context length val sonar = "sonar" - // These models will be deprecated and will no longer be available to use after 2/22/2025 // 127k context window val llama_3_1_sonar_small_128k_online = "llama-3.1-sonar-small-128k-online" From 98cf43c9f86f49bd5a601ff6947b059835242f12 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 09:58:30 +0100 Subject: [PATCH 132/404] Deepseek-reasoner added --- .../io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index c7103a58..2ddaa915 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -243,8 +243,9 @@ object NonOpenAIModelId { // context 64K, 4K (8KBeta) val deepseek_r1 = "deepseek-r1" // Fireworks val deepseek_ai_deepseek_r1 = "deepseek-ai/DeepSeek-R1" // Together AI - val deepseek_chat = "deepseek-chat" - val deepseek_coder = "deepseek-coder" + val deepseek_chat = "deepseek-chat" // Deepseek + val deepseek_coder = "deepseek-coder" // Deepseek + val deepseek_reasoner = "deepseek-reasoner" // Deepseek val deepseek_v3 = "deepseek-v3" // Fireworks val deepseek_v2_lite_chat = "deepseek-v2-lite-chat" // Fireworks val deepseek_ai_deepseek_v3 = "deepseek-ai/DeepSeek-V3" // Together AI From 4b7018faa771cdcc8e3eb34039347330535e1987 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 10:00:48 +0100 Subject: [PATCH 133/404] Qwen2 models added (Together AI) --- .../io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 3 +++ 1 file changed, 3 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 2ddaa915..5f4fb5b4 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -150,6 +150,9 @@ object NonOpenAIModelId { val gemma_2_9b_it_to_ai = "google/gemma-2-9b-it" // Together AI // Qwen + val qwen2_vl_72b_instruct = "Qwen/Qwen2-VL-72B-Instruct" // Together AI - vision + val qwen2_5_72b_instruct_turbo = "Qwen/Qwen2.5-72B-Instruct-Turbo" // Together AI + val qwen_qwq_32b_preview = "qwen/qwq-32b-preview" // Together AI - reasoning val qwen1_5_0_5b_chat = "Qwen/Qwen1.5-0.5B-Chat" // Together AI val qwen1_5_1_8b_chat = "Qwen/Qwen1.5-1.8B-Chat" // Together AI val qwen1_5_110b_chat = "Qwen/Qwen1.5-110B-Chat" // Together AI From 42b3d25e0b6ea59f6210736e34da7696a4480f42 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:23:56 +0100 Subject: [PATCH 134/404] New adapter - chat completion output --- .../adapter/ChatCompletionOutputAdapter.scala | 42 +++++++++++++++++++ .../adapter/OpenAIServiceAdapters.scala | 17 +++++++- 2 files changed, 58 insertions(+), 1 deletion(-) create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionOutputAdapter.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionOutputAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionOutputAdapter.scala new file mode 100644 index 00000000..85543927 --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionOutputAdapter.scala @@ -0,0 +1,42 @@ +package io.cequence.openaiscala.service.adapter + +import io.cequence.openaiscala.domain.{AssistantMessage, BaseMessage} +import io.cequence.openaiscala.domain.response.ChatCompletionResponse +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.service.OpenAIChatCompletionService +import io.cequence.wsclient.service.CloseableService +import io.cequence.wsclient.service.adapter.ServiceWrapper + +import scala.concurrent.{ExecutionContext, Future} + +private class ChatCompletionOutputAdapter[S <: OpenAIChatCompletionService]( + adaptMessage: AssistantMessage => AssistantMessage +)( + underlying: S +)( + implicit ec: ExecutionContext +) extends ServiceWrapper[S] + with CloseableService + with OpenAIChatCompletionService { + + // we just delegate all the calls to the underlying service + override def wrap[T]( + fun: S => Future[T] + ): Future[T] = fun(underlying) + + // but for the chat completion we adapt the messages and settings + override def createChatCompletion( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings + ): Future[ChatCompletionResponse] = + underlying.createChatCompletion(messages, settings).map { response => + response.copy( + choices = + response.choices.map(choice => choice.copy(message = adaptMessage(choice.message))) + ) + } + + override def close(): Unit = + underlying.close() + +} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala index f1a71d7c..52becb87 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/OpenAIServiceAdapters.scala @@ -1,6 +1,10 @@ package io.cequence.openaiscala.service.adapter -import io.cequence.openaiscala.domain.{BaseMessage, ChatCompletionInterceptData} +import io.cequence.openaiscala.domain.{ + AssistantMessage, + BaseMessage, + ChatCompletionInterceptData +} import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.service._ import io.cequence.openaiscala.service.adapter.ServiceWrapperTypes._ @@ -41,6 +45,17 @@ trait OpenAIServiceAdapters[S <: CloseableService] extends ServiceAdapters[S] { new ChatCompletionInputAdapter(adaptMessages, adaptSettings)(service) ) + def chatCompletionOutput( + adaptMessage: AssistantMessage => AssistantMessage + )( + service: S with OpenAIChatCompletionService + )( + implicit ec: ExecutionContext + ): S = + wrapAndDelegateChatCompletion( + new ChatCompletionOutputAdapter(adaptMessage)(service) + ) + def chatCompletionIntercept( intercept: ChatCompletionInterceptData => Future[Unit] )( From 9dc2a1a73b822bb5fb03b054a29dd2d663f97f38 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:24:52 +0100 Subject: [PATCH 135/404] New adapter for streaming - output conversion --- ...etionStreamedOutputConversionAdapter.scala | 78 +++++++++++++++++++ 1 file changed, 78 insertions(+) create mode 100644 openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedOutputConversionAdapter.scala diff --git a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedOutputConversionAdapter.scala b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedOutputConversionAdapter.scala new file mode 100644 index 00000000..6590845a --- /dev/null +++ b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedOutputConversionAdapter.scala @@ -0,0 +1,78 @@ +package io.cequence.openaiscala.service + +import akka.NotUsed +import akka.stream.FlowShape +import akka.stream.scaladsl.{Broadcast, Flow, GraphDSL, Source, Zip} +import io.cequence.openaiscala.domain.BaseMessage +import io.cequence.openaiscala.domain.response.{ChatCompletionChunkResponse, ChunkMessageSpec} +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings + +object OpenAIChatCompletionStreamedOutputConversionAdapter { + def apply( + service: OpenAIChatCompletionStreamedServiceExtra, + messageConversion: Flow[Seq[ChunkMessageSpec], Seq[ChunkMessageSpec], NotUsed] + ): OpenAIChatCompletionStreamedServiceExtra = + new OpenAIChatCompletionStreamedOutputConversionAdapterImpl( + service, + messageConversion + ) + + final private class OpenAIChatCompletionStreamedOutputConversionAdapterImpl( + underlying: OpenAIChatCompletionStreamedServiceExtra, + messageConversion: Flow[Seq[ChunkMessageSpec], Seq[ChunkMessageSpec], NotUsed] + ) extends OpenAIChatCompletionStreamedServiceExtra { + + override def createChatCompletionStreamed( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings + ): Source[ChatCompletionChunkResponse, NotUsed] = + underlying + .createChatCompletionStreamed( + messages, + settings + ).via(conversionStream(messageConversion)) + + private def conversionStream( + messageProcessingFlow: Flow[Seq[ChunkMessageSpec], Seq[ChunkMessageSpec], NotUsed] + ): Flow[ChatCompletionChunkResponse, ChatCompletionChunkResponse, NotUsed] = + Flow.fromGraph(GraphDSL.create() { implicit builder => + import GraphDSL.Implicits._ + + // Broadcast each ChatCompletionResponse into 2 identical copies + val bcast = builder.add(Broadcast[ChatCompletionChunkResponse](2)) + + // Zip them back together at the end: left side is the original response, + // right side is the updated Seq[ChatChoice]. + val zip = builder.add(Zip[ChatCompletionChunkResponse, Seq[ChunkMessageSpec]]()) + + // Subflow #1: pass the original response (for final zip) + bcast.out(0) ~> zip.in0 + + // Subflow #2: extract the choices, process them, feed into zip + val extractDeltas = Flow[ChatCompletionChunkResponse].map(_.choices.map(_.delta)) + bcast.out(1) ~> extractDeltas ~> messageProcessingFlow ~> zip.in1 + + // Once we zip, we get (originalResponse, updatedChoices) + // Turn that into a single ChatCompletionResponse with new choices + val mergeBack = Flow[(ChatCompletionChunkResponse, Seq[ChunkMessageSpec])].map { + case (response, updatedChoices) => + response.copy( + choices = response.choices.zip(updatedChoices).map { + case (choice, updatedChoice) => + choice.copy(delta = updatedChoice) + } + ) + } + + // Wire zip's output into mergeBack + val mergeBackStage = builder.add(mergeBack) + zip.out ~> mergeBackStage + + // The final shape: in => zip.out => merge => out + FlowShape(bcast.in, mergeBackStage.out) + }) + + override def close(): Unit = + underlying.close() + } +} From fb447c4dbbfb5bdb47393469bd4d9c5bfc95fd57 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:25:31 +0100 Subject: [PATCH 136/404] IO conversion adapter - non-streamed and streamed all-in-one adapter for input and output --- ...nAIChatCompletionIOConversionAdapter.scala | 69 +++++++++++++++++++ 1 file changed, 69 insertions(+) create mode 100644 openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionIOConversionAdapter.scala diff --git a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionIOConversionAdapter.scala b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionIOConversionAdapter.scala new file mode 100644 index 00000000..4d4f12a0 --- /dev/null +++ b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionIOConversionAdapter.scala @@ -0,0 +1,69 @@ +package io.cequence.openaiscala.service + +import akka.NotUsed +import akka.stream.scaladsl.Flow +import io.cequence.openaiscala.domain.response.ChunkMessageSpec +import io.cequence.openaiscala.domain.{AssistantMessage, BaseMessage} +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.service.OpenAIStreamedServiceImplicits.ChatCompletionStreamExt +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService +import io.cequence.openaiscala.service.adapter.OpenAIServiceAdapters + +import scala.concurrent.ExecutionContext + +object OpenAIChatCompletionIOConversionAdapter { + + private val chatCompletionAdapters = OpenAIServiceAdapters.forChatCompletionService + + protected type Conversion[T] = Option[T => T] + protected type FlowConversion[T] = Option[Flow[T, T, NotUsed]] + + def apply( + service: OpenAIChatCompletionStreamedService, + inputMessagesConversion: Conversion[Seq[BaseMessage]] = None, + inputSettingsConversion: Conversion[CreateChatCompletionSettings] = None, + outputMessageConversion: Conversion[AssistantMessage] = None, + outputChunkMessageConversion: FlowConversion[Seq[ChunkMessageSpec]] = None + )( + implicit ec: ExecutionContext + ): OpenAIChatCompletionStreamedService = { + val inputMessagesConversionFinal = + inputMessagesConversion.getOrElse(identity[Seq[BaseMessage]] _) + val inputSettingsConversionFinal = + inputSettingsConversion.getOrElse(identity[CreateChatCompletionSettings] _) + + // input conversion + val nonStreamedServiceAux = + if (inputMessagesConversion.isDefined || inputSettingsConversion.isDefined) { + chatCompletionAdapters.chatCompletionInput( + inputMessagesConversionFinal, + inputSettingsConversionFinal + )(service) + } else + service + + val streamedServiceAux = + if (inputMessagesConversion.isDefined || inputSettingsConversion.isDefined) { + OpenAIChatCompletionStreamedConversionAdapter( + service, + inputMessagesConversionFinal, + inputSettingsConversionFinal + ) + } else + service + + // output conversion + val nonStreamedService = outputMessageConversion.map { + chatCompletionAdapters.chatCompletionOutput(_)(nonStreamedServiceAux) + }.getOrElse(nonStreamedServiceAux) + + val streamedService = outputChunkMessageConversion.map { + OpenAIChatCompletionStreamedOutputConversionAdapter( + streamedServiceAux, + _ + ) + }.getOrElse(streamedServiceAux) + + nonStreamedService.withStreaming(streamedService) + } +} From 32b534a21657b0d63e379e070f4ac9e4be3334cd Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:27:22 +0100 Subject: [PATCH 137/404] Perplexity sonar - support for json and regex response format and a-href-styled citations --- .../openaiscala/perplexity/JsonFormats.scala | 45 ++++++-- .../SonarCreateChatCompletionSettings.scala | 14 +-- .../service/SonarServiceConsts.scala | 10 +- .../OpenAISonarChatCompletionService.scala | 105 ++++++++++-------- .../service/impl/SonarServiceImpl.scala | 16 +-- 5 files changed, 115 insertions(+), 75 deletions(-) diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala index 04f85e2c..2b48b5d3 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala @@ -11,18 +11,12 @@ import io.cequence.openaiscala.perplexity.domain.response.{ } import io.cequence.openaiscala.perplexity.domain.settings.{ RecencyFilterType, - SolarResponseFormatType, + SolarResponseFormat, SonarCreateChatCompletionSettings } import io.cequence.openaiscala.perplexity.domain.{ChatRole, Message} -import io.cequence.openaiscala.JsonFormats.{ - chatCompletionChoiceInfoFormat, - usageInfoFormat, - chatCompletionChoiceChunkInfoFormat -} import io.cequence.wsclient.JsonUtil import play.api.libs.functional.syntax._ -import play.api.libs.json.JsonNaming.SnakeCase import play.api.libs.json._ object JsonFormats extends JsonFormats @@ -54,8 +48,41 @@ trait JsonFormats { implicit lazy val messageFormat: Format[Message] = Format(messageReads, messageWrites) - implicit lazy val solarResponseFormatTypeFormat: Format[SolarResponseFormatType] = - JsonUtil.enumFormat[SolarResponseFormatType](SolarResponseFormatType.values: _*) + implicit lazy val solarResponseFormatReads: Reads[SolarResponseFormat] = { (json: JsValue) => + (json \ "type").validate[String].flatMap { + case "json_schema" => + (json \ "json_schema" \ "schema") + .validate[Map[String, Any]](JsonUtil.StringAnyMapFormat) + .map { jsonSchema => + SolarResponseFormat.JsonSchema(jsonSchema) + } + + case "regex" => + (json \ "regex" \ "regex").validate[String].map { regex => + SolarResponseFormat.Regex(regex) + } + + case _ => JsError("Invalid SolarResponseFormat type") + } + } + + implicit lazy val solarResponseFormatWrites: Writes[SolarResponseFormat] = { + case x: SolarResponseFormat.JsonSchema => + val jsonSchema = Json.toJson(x.jsonSchema)(JsonUtil.StringAnyMapFormat) + Json.obj( + "type" -> "json_schema", + "json_schema" -> Json.obj("schema" -> jsonSchema) + ) + + case x: SolarResponseFormat.Regex => + Json.obj( + "type" -> "regex", + "regex" -> Json.obj("regex" -> x.regex) + ) + } + + implicit lazy val solarResponseFormatFormat: Format[SolarResponseFormat] = + Format(solarResponseFormatReads, solarResponseFormatWrites) implicit lazy val recencyFilterTypeFormat: Format[RecencyFilterType] = JsonUtil.enumFormat[RecencyFilterType](RecencyFilterType.values: _*) diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/settings/SonarCreateChatCompletionSettings.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/settings/SonarCreateChatCompletionSettings.scala index a48d745b..264b307a 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/settings/SonarCreateChatCompletionSettings.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/domain/settings/SonarCreateChatCompletionSettings.scala @@ -1,5 +1,6 @@ package io.cequence.openaiscala.perplexity.domain.settings +import io.cequence.openaiscala.domain.JsonSchema.JsonSchemaOrMap import io.cequence.wsclient.domain.EnumValue /** @@ -49,7 +50,7 @@ case class SonarCreateChatCompletionSettings( frequency_penalty: Option[Double] = None, max_tokens: Option[Int] = None, presence_penalty: Option[Double] = None, - response_format: Option[SolarResponseFormatType] = None, + response_format: Option[SolarResponseFormat] = None, return_images: Option[Boolean] = None, return_related_questions: Option[Boolean] = None, search_domain_filter: Seq[String] = Nil, @@ -59,13 +60,12 @@ case class SonarCreateChatCompletionSettings( top_p: Option[Double] = None ) -trait SolarResponseFormatType extends EnumValue +trait SolarResponseFormat -object SolarResponseFormatType { - case object json_schema extends SolarResponseFormatType - case object regex extends SolarResponseFormatType - - def values: Seq[SolarResponseFormatType] = Seq(json_schema, regex) +object SolarResponseFormat { + // TODO: support JsonSchema but needs to convert "number" type to "integer" type and "description" to "title" + case class JsonSchema(jsonSchema: Map[String, Any]) extends SolarResponseFormat + case class Regex(regex: String) extends SolarResponseFormat } trait RecencyFilterType extends EnumValue diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala index d2256c69..c0ea848e 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala @@ -7,9 +7,7 @@ import io.cequence.openaiscala.service.ChatProviderSettings /** * Constants of [[SonarService]], mostly defaults */ -trait SonarServiceConsts { - - protected val coreUrl = ChatProviderSettings.sonar.coreUrl +trait SonarServiceConsts extends SonarConsts { object DefaultSettings { @@ -18,3 +16,9 @@ trait SonarServiceConsts { ) } } + +trait SonarConsts { + protected val coreUrl = ChatProviderSettings.sonar.coreUrl + + protected val aHrefForCitationsParam = "a_href_for_citations" +} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala index 7fabf429..e6733baa 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala @@ -3,34 +3,17 @@ package io.cequence.openaiscala.perplexity.service.impl import akka.NotUsed import akka.stream.scaladsl.Source import io.cequence.openaiscala.OpenAIScalaClientException -import io.cequence.openaiscala.domain.{ - AssistantMessage, - BaseMessage, - SystemMessage, - UserMessage -} -import io.cequence.openaiscala.domain.response.{ - ChatCompletionChunkResponse, - ChatCompletionResponse -} -import io.cequence.openaiscala.domain.settings.{ - ChatCompletionResponseFormatType, - CreateChatCompletionSettings -} +import io.cequence.openaiscala.domain.{AssistantMessage, BaseMessage, SystemMessage, UserMessage} +import io.cequence.openaiscala.domain.response.{ChatCompletionChunkResponse, ChatCompletionResponse} +import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, CreateChatCompletionSettings} +import io.cequence.openaiscala.JsonFormats.eitherJsonSchemaFormat import io.cequence.openaiscala.perplexity.domain.Message -import io.cequence.openaiscala.perplexity.domain.response.{ - SonarChatCompletionChunkResponse, - SonarChatCompletionResponse -} -import io.cequence.openaiscala.perplexity.domain.settings.{ - SolarResponseFormatType, - SonarCreateChatCompletionSettings -} -import io.cequence.openaiscala.perplexity.service.SonarService -import io.cequence.openaiscala.service.{ - OpenAIChatCompletionService, - OpenAIChatCompletionStreamedServiceExtra -} +import io.cequence.openaiscala.perplexity.domain.response.{SonarChatCompletionChunkResponse, SonarChatCompletionResponse} +import io.cequence.openaiscala.perplexity.domain.settings.{SolarResponseFormat, SonarCreateChatCompletionSettings} +import io.cequence.openaiscala.perplexity.service.{SonarConsts, SonarService, SonarServiceConsts} +import io.cequence.openaiscala.service.{OpenAIChatCompletionService, OpenAIChatCompletionStreamedServiceExtra} +import io.cequence.wsclient.JsonUtil +import play.api.libs.json.{JsObject, Json} import scala.concurrent.{ExecutionContext, Future} @@ -39,30 +22,39 @@ private[service] class OpenAISonarChatCompletionService( )( implicit executionContext: ExecutionContext ) extends OpenAIChatCompletionService - with OpenAIChatCompletionStreamedServiceExtra { + with OpenAIChatCompletionStreamedServiceExtra + with SonarConsts { override def createChatCompletion( messages: Seq[BaseMessage], settings: CreateChatCompletionSettings ): Future[ChatCompletionResponse] = { + val addAHrefToCitations = getAHrefCitationParamValue(settings) + underlying .createChatCompletion( messages.map(toSonarMessage), toSonarSetting(settings) ) - .map(toOpenAIResponse) + .map(toOpenAIResponse(addAHrefToCitations)) } override def createChatCompletionStreamed( messages: Seq[BaseMessage], settings: CreateChatCompletionSettings - ): Source[ChatCompletionChunkResponse, NotUsed] = + ): Source[ChatCompletionChunkResponse, NotUsed] = { + val addAHrefToCitations = getAHrefCitationParamValue(settings) + underlying .createChatCompletionStreamed( messages.map(toSonarMessage), toSonarSetting(settings) ) - .map(toOpenAIResponse) + .map(toOpenAIChunkResponse(addAHrefToCitations)) + } + + private def getAHrefCitationParamValue(settings: CreateChatCompletionSettings) = + settings.extra_params.get(aHrefForCitationsParam).exists(_.asInstanceOf[Boolean]) private def toSonarMessage(message: BaseMessage): Message = message match { @@ -73,18 +65,26 @@ private[service] class OpenAISonarChatCompletionService( } private def toSonarSetting(settings: CreateChatCompletionSettings) - : SonarCreateChatCompletionSettings = + : SonarCreateChatCompletionSettings = { + def jsonSchema = settings.jsonSchema + .map(_.structure) + .getOrElse( + throw new OpenAIScalaClientException("JsonSchema is expected for Sonar.") + ) + SonarCreateChatCompletionSettings( model = settings.model, frequency_penalty = settings.frequency_penalty, max_tokens = settings.max_tokens, presence_penalty = settings.presence_penalty, response_format = settings.response_format_type.flatMap { - case ChatCompletionResponseFormatType.json_object => - Some(SolarResponseFormatType.json_schema) - - case ChatCompletionResponseFormatType.json_schema => - Some(SolarResponseFormatType.json_schema) + case ChatCompletionResponseFormatType.json_object | + ChatCompletionResponseFormatType.json_schema => + Some( + SolarResponseFormat.JsonSchema( + JsonUtil.toValueMap(Json.toJson(jsonSchema).as[JsObject]) + ) + ) case ChatCompletionResponseFormatType.text => None }, @@ -96,8 +96,13 @@ private[service] class OpenAISonarChatCompletionService( top_k = None, top_p = settings.top_p ) + } - private def toOpenAIResponse(response: SonarChatCompletionResponse): ChatCompletionResponse = + private def toOpenAIResponse( + addAHrefToCitations: Boolean + )( + response: SonarChatCompletionResponse + ): ChatCompletionResponse = ChatCompletionResponse( id = response.id, created = response.created, @@ -106,15 +111,19 @@ private[service] class OpenAISonarChatCompletionService( choices = response.choices.map(choice => choice.copy( message = choice.message.copy( - content = s"${choice.message.content}${citationAppendix(response.citations)}" + content = + s"${choice.message.content}${citationAppendix(response.citations, addAHrefToCitations)}" ) ) ), usage = response.usage ) - private def toOpenAIResponse(response: SonarChatCompletionChunkResponse) - : ChatCompletionChunkResponse = + private def toOpenAIChunkResponse( + addAHrefToCitations: Boolean + )( + response: SonarChatCompletionChunkResponse + ): ChatCompletionChunkResponse = ChatCompletionChunkResponse( id = response.id, created = response.created, @@ -126,7 +135,7 @@ private[service] class OpenAISonarChatCompletionService( choice.copy( delta = choice.delta.copy( content = Some( - s"${choice.delta.content.getOrElse("")}${citationAppendix(response.citations)}" + s"${choice.delta.content.getOrElse("")}${citationAppendix(response.citations, addAHrefToCitations)}" ) ) ) @@ -136,8 +145,16 @@ private[service] class OpenAISonarChatCompletionService( usage = response.usage ) - private def citationAppendix(citations: Seq[String]) = - s"\n\nCitations:\n${citations.mkString("\n")}" + private def citationAppendix( + citations: Seq[String], + addAHref: Boolean + ) = { + val citationsPart = citations.map { citation => + if (addAHref) s"""$citation""" else citation + }.mkString("\n") + + s"\n\nCitations:\n${citationsPart}" + } /** * Closes the underlying ws client, and releases all its resources. diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala index 25db6c16..6b195816 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala @@ -4,18 +4,10 @@ import akka.NotUsed import akka.stream.Materializer import akka.stream.scaladsl.Source import io.cequence.openaiscala.OpenAIScalaClientException -import io.cequence.openaiscala.domain.response.{ - ChatCompletionChunkResponse, - ChatCompletionResponse -} import io.cequence.openaiscala.perplexity.domain.Message -import io.cequence.openaiscala.perplexity.domain.settings.SonarCreateChatCompletionSettings -import io.cequence.openaiscala.perplexity.service.impl.{EndPoint, Param} +import io.cequence.openaiscala.perplexity.domain.settings.{SolarResponseFormat, SonarCreateChatCompletionSettings} import io.cequence.openaiscala.perplexity.JsonFormats._ -import io.cequence.openaiscala.perplexity.domain.response.{ - SonarChatCompletionChunkResponse, - SonarChatCompletionResponse -} +import io.cequence.openaiscala.perplexity.domain.response.{SonarChatCompletionChunkResponse, SonarChatCompletionResponse} import io.cequence.openaiscala.perplexity.service.SonarService import io.cequence.openaiscala.JsonFormats.chatCompletionChunkResponseFormat import io.cequence.wsclient.JsonUtil.JsonOps @@ -24,7 +16,7 @@ import io.cequence.wsclient.domain.WsRequestContext import io.cequence.wsclient.service.{WSClientEngine, WSClientEngineStreamExtra} import io.cequence.wsclient.service.WSClientWithEngineTypes.WSClientWithStreamEngine import io.cequence.wsclient.service.ws.stream.PlayWSStreamClientEngine -import play.api.libs.json.{JsValue, Json, __} +import play.api.libs.json.{JsObject, JsValue, Json, __} import scala.concurrent.{ExecutionContext, Future} @@ -93,7 +85,7 @@ private[service] class SonarServiceImpl( Param.frequency_penalty -> settings.frequency_penalty, Param.max_tokens -> settings.max_tokens, Param.presence_penalty -> settings.presence_penalty, - Param.response_format -> settings.response_format.map(_.toString()), + Param.response_format -> settings.response_format.map(Json.toJson(_)), Param.return_images -> settings.return_images, Param.return_related_questions -> settings.return_related_questions, Param.search_domain_filter -> (if (settings.search_domain_filter.nonEmpty) From 9a5abe585f266d6b9fa1f43cd0cbfffea1f415de Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:31:48 +0100 Subject: [PATCH 138/404] Sonar import fix --- .../io/cequence/openaiscala/perplexity/JsonFormats.scala | 5 +++++ .../service/impl/OpenAISonarChatCompletionService.scala | 2 +- .../perplexity/service/impl/SonarServiceImpl.scala | 5 ++--- 3 files changed, 8 insertions(+), 4 deletions(-) diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala index 2b48b5d3..88cda18b 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala @@ -15,6 +15,11 @@ import io.cequence.openaiscala.perplexity.domain.settings.{ SonarCreateChatCompletionSettings } import io.cequence.openaiscala.perplexity.domain.{ChatRole, Message} +import io.cequence.openaiscala.JsonFormats.{ + chatCompletionChoiceInfoFormat, + usageInfoFormat, + chatCompletionChoiceChunkInfoFormat +} import io.cequence.wsclient.JsonUtil import play.api.libs.functional.syntax._ import play.api.libs.json._ diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala index e6733baa..a2b160da 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala @@ -10,7 +10,7 @@ import io.cequence.openaiscala.JsonFormats.eitherJsonSchemaFormat import io.cequence.openaiscala.perplexity.domain.Message import io.cequence.openaiscala.perplexity.domain.response.{SonarChatCompletionChunkResponse, SonarChatCompletionResponse} import io.cequence.openaiscala.perplexity.domain.settings.{SolarResponseFormat, SonarCreateChatCompletionSettings} -import io.cequence.openaiscala.perplexity.service.{SonarConsts, SonarService, SonarServiceConsts} +import io.cequence.openaiscala.perplexity.service.{SonarConsts, SonarService} import io.cequence.openaiscala.service.{OpenAIChatCompletionService, OpenAIChatCompletionStreamedServiceExtra} import io.cequence.wsclient.JsonUtil import play.api.libs.json.{JsObject, Json} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala index 6b195816..046e1b84 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala @@ -5,18 +5,17 @@ import akka.stream.Materializer import akka.stream.scaladsl.Source import io.cequence.openaiscala.OpenAIScalaClientException import io.cequence.openaiscala.perplexity.domain.Message -import io.cequence.openaiscala.perplexity.domain.settings.{SolarResponseFormat, SonarCreateChatCompletionSettings} +import io.cequence.openaiscala.perplexity.domain.settings.SonarCreateChatCompletionSettings import io.cequence.openaiscala.perplexity.JsonFormats._ import io.cequence.openaiscala.perplexity.domain.response.{SonarChatCompletionChunkResponse, SonarChatCompletionResponse} import io.cequence.openaiscala.perplexity.service.SonarService -import io.cequence.openaiscala.JsonFormats.chatCompletionChunkResponseFormat import io.cequence.wsclient.JsonUtil.JsonOps import io.cequence.wsclient.ResponseImplicits.JsonSafeOps import io.cequence.wsclient.domain.WsRequestContext import io.cequence.wsclient.service.{WSClientEngine, WSClientEngineStreamExtra} import io.cequence.wsclient.service.WSClientWithEngineTypes.WSClientWithStreamEngine import io.cequence.wsclient.service.ws.stream.PlayWSStreamClientEngine -import play.api.libs.json.{JsObject, JsValue, Json, __} +import play.api.libs.json._ import scala.concurrent.{ExecutionContext, Future} From bf4092c6f84a076ca2438bb61dacf23ab5d4fe02 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:32:35 +0100 Subject: [PATCH 139/404] Chat completion - contentHead shortcut --- .../domain/response/ChatCompletionResponse.scala | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala index 4bac7049..72457fcb 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala @@ -1,12 +1,7 @@ package io.cequence.openaiscala.domain.response -import io.cequence.openaiscala.domain.{ - AssistantFunMessage, - AssistantMessage, - AssistantToolMessage, - BaseMessage, - ChatRole -} +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.domain.{AssistantFunMessage, AssistantMessage, AssistantToolMessage, BaseMessage, ChatRole} import java.{util => ju} @@ -33,7 +28,12 @@ case class ChatCompletionResponse( ) extends BaseChatCompletionResponse[ AssistantMessage, ChatCompletionChoiceInfo - ] + ] { + + def contentHead: String = choices.headOption.map(_.message.content).getOrElse( + throw new OpenAIScalaClientException(s"No content in the chat completion response ${id}.") + ) +} case class ChatToolCompletionResponse( id: String, From 54af9560b45c1ad9e95d41c817834b1e0aacb0ca Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:33:21 +0100 Subject: [PATCH 140/404] Chat completion intercept data - fixing typos --- .../openaiscala/domain/ChatCompletionInterceptData.scala | 6 +++--- .../openaiscala/domain/settings/JsonSchemaDef.scala | 3 ++- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala index d1e40777..2e37defe 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ChatCompletionInterceptData.scala @@ -5,10 +5,10 @@ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings case class ChatCompletionInterceptData( messages: Seq[BaseMessage], - setting: CreateChatCompletionSettings, + settings: CreateChatCompletionSettings, response: ChatCompletionResponse, - timeRequestReceived: java.util.Date, + timeRequestSent: java.util.Date, timeResponseReceived: java.util.Date ) { - def execTimeMs: Long = timeResponseReceived.getTime - timeRequestReceived.getTime + def execTimeMs: Long = timeResponseReceived.getTime - timeRequestSent.getTime } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala index dcde870f..e52bd126 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala @@ -1,11 +1,12 @@ package io.cequence.openaiscala.domain.settings import io.cequence.openaiscala.domain.JsonSchema +import io.cequence.openaiscala.domain.JsonSchema.JsonSchemaOrMap case class JsonSchemaDef( name: String, strict: Boolean = false, - structure: Either[JsonSchema, Map[String, Any]] // rename to jsonSchema + structure: JsonSchemaOrMap // rename to jsonSchema ) object JsonSchemaDef { From 98ba740b23548f461d43cbb5ccae193536ea2143 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:34:49 +0100 Subject: [PATCH 141/404] Chat completion - support for new params: store, reasoning_effort, service_tier, parallel_tool_calls and metadata --- .../openaiscala/service/impl/EndPoint.scala | 3 + .../OpenAIChatCompletionServiceImpl.scala | 5 + .../io/cequence/openaiscala/JsonFormats.scala | 73 ++++++-------- .../response/TextCompletionResponse.scala | 9 +- .../CreateChatCompletionSettings.scala | 95 +++++++++++-------- .../ChatCompletionSettingsConversions.scala | 11 ++- 6 files changed, 108 insertions(+), 88 deletions(-) diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/EndPoint.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/EndPoint.scala index 70288661..bc6809ae 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/EndPoint.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/EndPoint.scala @@ -115,6 +115,9 @@ object Param { case object truncation_strategy extends Param case object parallel_tool_calls extends Param case object thread extends Param + case object store extends Param + case object reasoning_effort extends Param + case object service_tier extends Param // empty string param to sneak in extra parameters case object extra_params extends Param(" ") } diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala index 5f016d76..4cca4674 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala @@ -124,6 +124,11 @@ trait ChatCompletionBodyMaker { handleJsonSchema(settingsFinal) } }, + Param.parallel_tool_calls -> settingsFinal.parallel_tool_calls, + Param.store -> settingsFinal.store, + Param.reasoning_effort -> settingsFinal.reasoning_effort.map(_.toString()), + Param.service_tier -> settingsFinal.service_tier.map(_.toString()), + Param.metadata -> (if (settingsFinal.metadata.nonEmpty) Some(settingsFinal.metadata) else None), Param.extra_params -> { if (settingsFinal.extra_params.nonEmpty) Some(settingsFinal.extra_params) else None } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 6aa73bfc..61f89434 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -5,19 +5,11 @@ import io.cequence.openaiscala.domain.Batch._ import io.cequence.openaiscala.domain.ChunkingStrategy.StaticChunkingStrategy import io.cequence.openaiscala.domain.FineTune.WeightsAndBiases import io.cequence.openaiscala.domain.ThreadAndRun.Content.ContentBlock.ImageDetail -//import io.cequence.openaiscala.domain.RunTool.{CodeInterpreterTool, FileSearchTool, FunctionTool} +import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, ReasoningEffort, ServiceTier} import io.cequence.openaiscala.domain.Run.TruncationStrategy -import io.cequence.openaiscala.domain.ToolChoice.EnforcedTool import io.cequence.openaiscala.domain.StepDetail.{MessageCreation, ToolCalls} -import io.cequence.openaiscala.domain.response.AssistantToolResourceResponse.{ - CodeInterpreterResourcesResponse, - FileSearchResourcesResponse -} -import io.cequence.openaiscala.domain.response.ResponseFormat.{ - JsonObjectResponse, - StringResponse, - TextResponse -} +import io.cequence.openaiscala.domain.response.AssistantToolResourceResponse.{CodeInterpreterResourcesResponse, FileSearchResourcesResponse} +import io.cequence.openaiscala.domain.response.ResponseFormat.{JsonObjectResponse, StringResponse, TextResponse} import io.cequence.openaiscala.domain.response._ import io.cequence.openaiscala.domain.settings.JsonSchemaDef import io.cequence.openaiscala.domain.{ThreadMessageFile, _} @@ -48,6 +40,8 @@ object JsonFormats { Format(reads, writes) } + implicit lazy val completionTokenDetailsFormat: Format[CompletionTokenDetails] = Json.format[CompletionTokenDetails] + implicit lazy val usageInfoFormat: Format[UsageInfo] = Json.format[UsageInfo] private implicit lazy val stringDoubleMapFormat: Format[Map[String, Double]] = @@ -134,30 +128,6 @@ object JsonFormats { Json.format[FunctionTool] } -// val assistantsFunctionSpecFormat: Format[FunctionTool] = { -// implicit lazy val stringAnyMapFormat: Format[Map[String, Any]] = -// JsonUtil.StringAnyMapFormat -// -// val assistantsFunctionSpecWrites: Writes[FunctionSpec] = new Writes[FunctionSpec] { -// def writes(fs: FunctionSpec): JsValue = Json.obj( -// "type" -> "function", -// "function" -> Json.obj( -// "name" -> fs.name, -// "description" -> fs.description, -// "parameters" -> fs.parameters -// ) -// ) -// } -// -// val assistantsFunctionSpecReads: Reads[FunctionSpec] = ( -// (JsPath \ "function" \ "name").read[String] and -// (JsPath \ "function" \ "description").readNullable[String] and -// (JsPath \ "function" \ "parameters").read[Map[String, Any]] -// )(FunctionSpec.apply _) -// -// Format(assistantsFunctionSpecReads, assistantsFunctionSpecWrites) -// } - implicit lazy val messageAttachmentToolFormat: Format[MessageAttachmentTool] = { val typeDiscriminatorKey = "type" @@ -169,13 +139,11 @@ object JsonFormats { case _ => JsError("Unknown type") } }, - { (tool: MessageAttachmentTool) => - tool match { - case MessageAttachmentTool.CodeInterpreterSpec => - Json.obj(typeDiscriminatorKey -> "code_interpreter") - case MessageAttachmentTool.FileSearchSpec => - Json.obj(typeDiscriminatorKey -> "file_search") - } + { + case MessageAttachmentTool.CodeInterpreterSpec => + Json.obj(typeDiscriminatorKey -> "code_interpreter") + case MessageAttachmentTool.FileSearchSpec => + Json.obj(typeDiscriminatorKey -> "file_search") } ) } @@ -339,7 +307,24 @@ object JsonFormats { } } - implicit lazy val topLogprobInfoormat: Format[TopLogprobInfo] = { + implicit val chatCompletionResponseFormatTypeFormat: Format[ChatCompletionResponseFormatType] = enumFormat[ChatCompletionResponseFormatType]( + ChatCompletionResponseFormatType.json_object, + ChatCompletionResponseFormatType.json_schema, + ChatCompletionResponseFormatType.text + ) + + implicit val reasoningEffortFormat: Format[ReasoningEffort] = enumFormat[ReasoningEffort]( + ReasoningEffort.low, + ReasoningEffort.medium, + ReasoningEffort.high + ) + + implicit val serviceTierFormat: Format[ServiceTier] = enumFormat[ServiceTier]( + ServiceTier.auto, + ServiceTier.default + ) + + implicit lazy val topLogprobInfoFormat: Format[TopLogprobInfo] = { val reads: Reads[TopLogprobInfo] = ( (__ \ "token").read[String] and (__ \ "logprob").read[Double] and @@ -1294,4 +1279,4 @@ object JsonFormats { Format(eitherJsonSchemaReads, eitherJsonSchemaWrites) implicit val jsonSchemaDefFormat: Format[JsonSchemaDef] = Json.format[JsonSchemaDef] -} +} \ No newline at end of file diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala index a2878987..9338b065 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala @@ -21,7 +21,14 @@ case class TextCompletionChoiceInfo( case class UsageInfo( prompt_tokens: Int, total_tokens: Int, - completion_tokens: Option[Int] + completion_tokens: Option[Int], + completion_tokens_details: Option[CompletionTokenDetails] = None +) + +case class CompletionTokenDetails( + reasoning_tokens: Int, + accepted_prediction_tokens: Int, + rejected_prediction_tokens: Int ) case class LogprobsInfo( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala index 36e44ee4..19b057b9 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettings.scala @@ -77,48 +77,44 @@ case class CreateChatCompletionSettings( // json schema to use if response format = json_schema jsonSchema: Option[JsonSchemaDef] = None, -// // Whether or not to store the output of this chat completion request for use in our model distillation or evals products. -// // TODO: support this -// store: Option[Boolean] = None, -// -// // Constrains effort on reasoning for reasoning models -// // Currently supported values are low, medium, and high. -// // Reducing reasoning effort can result in faster responses and fewer tokens used on reasoning in a response. -// // Supported by o1 models only -// // TODO: support this -// reasoning_effort: Option[String] = None, // enum -// -// // Developer-defined tags and values used for filtering completions in the dashboard. -// // TODO: support this -// metadata: Map[String, String] = Map.empty, -// -// // Output types that you would like the model to generate for this request. Most models are capable of generating text, which is the default: -// // ["text"] -// // The gpt-4o-audio-preview model can also be used to generate audio. To request that this model generate both text and audio responses, you can use: -// // ["text", "audio"] -// // TODO: support this -// modalities: Seq[String] = Nil, // enum? -// -// // Configuration for a Predicted Output, which can greatly improve response times when large parts of the model response are known ahead of time. -// // This is most common when you are regenerating a file with only minor changes to most of the content. -// // TODO: support this -// prediction: Option[Any] = None, -// -// // Parameters for audio output. Required when audio output is requested with modalities: ["audio"]. -// // TODO: support this -// audio: Option[Any] = None, -// -// // Specifies the latency tier to use for processing the request. This parameter is relevant for customers subscribed to the scale tier service: -// // If set to 'auto', and the Project is Scale tier enabled, the system will utilize scale tier credits until they are exhausted. -// // If set to 'auto', and the Project is not Scale tier enabled, the request will be processed using the default service tier with a lower uptime SLA and no latency guarentee. -// // If set to 'default', the request will be processed using the default service tier with a lower uptime SLA and no latency guarantee. -// // When not set, the default behavior is 'auto'. -// // TODO: support this -// service_tier: Option[String] = None, // enum -// -// // Whether to enable parallel function calling during tool use. -// // TODO: support this -// parallel_tool_calls: Option[Boolean] = None, + // Whether or not to store the output of this chat completion request for use in our model distillation or evals products. + store: Option[Boolean] = None, + + // Constrains effort on reasoning for reasoning models + // Currently supported values are low, medium, and high. + // Reducing reasoning effort can result in faster responses and fewer tokens used on reasoning in a response. + // Supported by o1 models only + reasoning_effort: Option[ReasoningEffort] = None, + + // Specifies the latency tier to use for processing the request. This parameter is relevant for customers subscribed to the scale tier service: + // If set to 'auto', and the Project is Scale tier enabled, the system will utilize scale tier credits until they are exhausted. + // If set to 'auto', and the Project is not Scale tier enabled, the request will be processed using the default service tier with a lower uptime SLA and no latency guarentee. + // If set to 'default', the request will be processed using the default service tier with a lower uptime SLA and no latency guarantee. + // When not set, the default behavior is 'auto'. + service_tier: Option[ServiceTier] = None, + + // Whether to enable parallel function calling during tool use. + parallel_tool_calls: Option[Boolean] = None, + + // Developer-defined tags and values used for filtering completions in the dashboard. + // The 'metadata' parameter is only allowed when 'store' is enabled. + metadata: Map[String, String] = Map(), + + // // Output types that you would like the model to generate for this request. Most models are capable of generating text, which is the default: + // // ["text"] + // // The gpt-4o-audio-preview model can also be used to generate audio. To request that this model generate both text and audio responses, you can use: + // // ["text", "audio"] + // // TODO: support this + // modalities: Seq[String] = Nil, // enum? + // + // // Configuration for a Predicted Output, which can greatly improve response times when large parts of the model response are known ahead of time. + // // This is most common when you are regenerating a file with only minor changes to most of the content. + // // TODO: support this + // prediction: Option[Any] = None, + // + // // Parameters for audio output. Required when audio output is requested with modalities: ["audio"]. + // // TODO: support this + // audio: Option[Any] = None, // ad-hoc parameters, not part of the OpenAI API, e.g. for other providers or experimental features extra_params: Map[String, Any] = Map.empty @@ -136,3 +132,18 @@ object ChatCompletionResponseFormatType { case object json_object extends ChatCompletionResponseFormatType case object json_schema extends ChatCompletionResponseFormatType } + +sealed trait ReasoningEffort extends EnumValue + +object ReasoningEffort { + case object low extends ReasoningEffort + case object medium extends ReasoningEffort + case object high extends ReasoningEffort +} + +sealed trait ServiceTier extends EnumValue + +object ServiceTier { + case object auto extends ServiceTier + case object default extends ServiceTier +} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala index ccc0f63f..0293d374 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -79,7 +79,16 @@ object ChatCompletionSettingsConversions { "O1 models don't support frequency penalty values other than the default of 0, converting to 0." ), warning = true - ) + ), + // parallel_tool_calls + FieldConversionDef( + settings => settings.parallel_tool_calls.isDefined, + _.copy(parallel_tool_calls = None), + Some( + "O1 models don't support parallel tool calls, converting to None." + ), + warning = true + ), ) private val o1PreviewConversions = From 83ba20117db395d82d8a09fdf4208fa0589fb6b5 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:36:22 +0100 Subject: [PATCH 142/404] Anthropic - support for citations and texts content block + refactoring and simplification of json formats --- .../openaiscala/anthropic/JsonFormats.scala | 189 ++++++++++++------ .../anthropic/domain/Content.scala | 68 ++++++- .../domain/SourceContentBlockRaw.scala | 25 +++ .../response/CreateMessageResponse.scala | 16 +- .../service/impl/AnthropicServiceImpl.scala | 6 +- .../anthropic/service/impl/package.scala | 2 +- 6 files changed, 238 insertions(+), 68 deletions(-) create mode 100644 anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/SourceContentBlockRaw.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index 1522fdc2..a9c4d01c 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -1,7 +1,12 @@ package io.cequence.openaiscala.anthropic -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ + MediaBlock, + TextBlock, + TextsContentBlock +} import io.cequence.openaiscala.anthropic.domain.Content.{ + ContentBlock, ContentBlockBase, ContentBlocks, SingleString @@ -19,7 +24,16 @@ import io.cequence.openaiscala.anthropic.domain.response.{ CreateMessageResponse, DeltaText } -import io.cequence.openaiscala.anthropic.domain.{CacheControl, ChatRole, Content, Message} +import io.cequence.openaiscala.anthropic.domain.{ + CacheControl, + ChatRole, + CitationsFlagRaw, + Content, + Message, + SourceBlockRaw, + SourceContentBlockRaw, + TextContentRaw +} import io.cequence.wsclient.JsonUtil import play.api.libs.functional.syntax._ import play.api.libs.json.JsonNaming.SnakeCase @@ -64,43 +78,127 @@ trait JsonFormats { } } - implicit lazy val contentBlockBaseWrites: Writes[ContentBlockBase] = { - case ContentBlockBase(textBlock @ TextBlock(_), cacheControl) => - Json.obj("type" -> "text") ++ - Json.toJson(textBlock)(textBlockWrites).as[JsObject] ++ - cacheControlToJsObject(cacheControl) - case ContentBlockBase(media @ MediaBlock(_, _, _, _), maybeCacheControl) => - Json.toJson(media)(mediaBlockWrites).as[JsObject] ++ - cacheControlToJsObject(maybeCacheControl) + // content block - raw - one to one with json + implicit val textContentRawFormat: Format[TextContentRaw] = Json.format[TextContentRaw] + + implicit val citationsFlagRawFormat: Format[CitationsFlagRaw] = Json.format[CitationsFlagRaw] + implicit val sourceBlockRawFormat: Format[SourceBlockRaw] = { + implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) + Json.format[SourceBlockRaw] } - implicit lazy val contentBlockBaseReads: Reads[ContentBlockBase] = - (json: JsValue) => { - (json \ "type").validate[String].flatMap { - case "text" => - ((json \ "text").validate[String] and - (json \ "cache_control").validateOpt[CacheControl]).tupled.flatMap { - case (text, cacheControl) => - JsSuccess(ContentBlockBase(TextBlock(text), cacheControl)) - case _ => JsError("Invalid text block") - } - - case imageOrDocument @ ("image" | "document") => - for { - source <- (json \ "source").validate[JsObject] - `type` <- (source \ "type").validate[String] - mediaType <- (source \ "media_type").validate[String] - data <- (source \ "data").validate[String] - cacheControl <- (json \ "cache_control").validateOpt[CacheControl] - } yield ContentBlockBase( - MediaBlock(imageOrDocument, `type`, mediaType, data), - cacheControl + implicit val sourceContentBlockRawFormat: Format[SourceContentBlockRaw] = { + implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) + Json.format[SourceContentBlockRaw] + } + + implicit lazy val citationFormat: Format[ContentBlock.Citation] = { + implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) + Json.format[ContentBlock.Citation] + } + + private val textBlockFormat: Format[TextBlock] = { + implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) + Json.using[Json.WithDefaultValues].format[TextBlock] + } + + implicit lazy val contentBlockWrites: Writes[ContentBlock] = { + case x: TextBlock => + Json.obj("type" -> "text") ++ Json.toJson(x)(textBlockFormat).as[JsObject] + + case x: MediaBlock => + Json + .toJson( + SourceContentBlockRaw( + `type` = x.`type`, + source = SourceBlockRaw( + `type` = x.encoding, + mediaType = Some(x.mediaType), + data = Some(x.data) + ), + title = x.title, + context = x.context, + citations = + if (x.citations.getOrElse(false)) Some(CitationsFlagRaw(true)) else None + ) + )(sourceContentBlockRawFormat) + .as[JsObject] + + case x: TextsContentBlock => + Json + .toJson( + SourceContentBlockRaw( + `type` = "document", + source = SourceBlockRaw( + `type` = "content", + content = Some( + x.texts.map { text => + TextContentRaw(`type` = "text", text = text) + } + ) + ), + title = x.title, + context = x.context, + citations = + if (x.citations.getOrElse(false)) Some(CitationsFlagRaw(true)) else None ) + )(sourceContentBlockRawFormat) + .as[JsObject] + } - case _ => JsError("Unsupported or invalid content block") - } - } + implicit lazy val contentBlockBaseWrites: Writes[ContentBlockBase] = { + case ContentBlockBase(content, cacheControl) => + val jsonObject = Json.toJson(content).as[JsObject] + jsonObject ++ cacheControlToJsObject(cacheControl) + } + + implicit lazy val contentBlockBaseReads: Reads[ContentBlockBase] = + (json: JsValue) => + for { + mainType <- (json \ "type").validate[String] + cacheControl <- (json \ "cache_control").validateOpt[CacheControl] + result: ContentBlockBase <- mainType match { + case "text" => + json + .validate[TextBlock](textBlockFormat) + .map( + ContentBlockBase(_, cacheControl) + ) + + case imageOrDocumentType @ ("image" | "document") => + json.validate[SourceContentBlockRaw](sourceContentBlockRawFormat).map { + sourceContentBlockRaw => + val block: ContentBlock = sourceContentBlockRaw.source match { + case SourceBlockRaw("content", _, _, Some(textContents)) => + val texts = textContents.map(_.text) + TextsContentBlock( + texts, + title = sourceContentBlockRaw.title, + context = sourceContentBlockRaw.context, + citations = sourceContentBlockRaw.citations.map(_.enabled) + ) + + case SourceBlockRaw(encoding, Some(mediaType), Some(data), _) => + MediaBlock( + imageOrDocumentType, + encoding, + mediaType, + data, + title = sourceContentBlockRaw.title, + context = sourceContentBlockRaw.context, + citations = sourceContentBlockRaw.citations.map(_.enabled) + ) + + case _ => + throw new IllegalArgumentException("Unsupported or invalid source block") + } + ContentBlockBase(block, cacheControl) + } + + case _ => JsError("Unsupported or invalid content block") + } + } yield result implicit lazy val contentBlockBaseFormat: Format[ContentBlockBase] = Format( contentBlockBaseReads, @@ -119,31 +217,8 @@ trait JsonFormats { implicit lazy val assistantMessageContentFormat: Format[AssistantMessageContent] = Json.format[AssistantMessageContent] - implicit lazy val textBlockFormat: Format[TextBlock] = Json.format[TextBlock] - implicit lazy val contentBlocksFormat: Format[ContentBlocks] = Json.format[ContentBlocks] - implicit lazy val textBlockReads: Reads[TextBlock] = { - implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) - Json.reads[TextBlock] - } - - implicit lazy val textBlockWrites: Writes[TextBlock] = { - implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) - Json.writes[TextBlock] - } - - implicit lazy val mediaBlockWrites: Writes[MediaBlock] = - (block: MediaBlock) => - Json.obj( - "type" -> block.`type`, - "source" -> Json.obj( - "type" -> block.encoding, - "media_type" -> block.mediaType, - "data" -> block.data - ) - ) - private def cacheControlToJsObject(maybeCacheControl: Option[CacheControl]): JsObject = maybeCacheControl.fold(Json.obj())(cc => writeJsObject(cc)) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala index c6e30222..eee92054 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala @@ -29,22 +29,82 @@ object Content { sealed trait ContentBlock object ContentBlock { - case class TextBlock(text: String) extends ContentBlock + case class TextBlock( + text: String, + citations: Seq[Citation] = Nil + ) extends ContentBlock + + case class Citation( + `type`: String, + citedText: String, + documentIndex: Int, + documentTitle: Option[String], + startCharIndex: Option[Int], + endCharIndex: Option[Int], + startBlockIndex: Option[Int], + endBlockIndex: Option[Int], + ) case class MediaBlock( `type`: String, encoding: String, mediaType: String, - data: String + data: String, + title: Option[String] = None, // Document Title + context: Option[String] = None, // Context about the document that will not be cited from + citations: Option[Boolean] = None + ) extends ContentBlock + + case class TextsContentBlock( + texts: Seq[String], + title: Option[String] = None, // Document Title + context: Option[String] = None, // Context about the document that will not be cited from + citations: Option[Boolean] = None ) extends ContentBlock object MediaBlock { def pdf( data: String, - cacheControl: Option[CacheControl] = None + cacheControl: Option[CacheControl] = None, + title: Option[String] = None, + context: Option[String] = None, + citations: Boolean = false + ): ContentBlockBase = + ContentBlockBase( + MediaBlock( + "document", + "base64", + "application/pdf", + data, + title, + context, + Some(citations) + ), + cacheControl + ) + + def txt( + data: String, + cacheControl: Option[CacheControl] = None, + title: Option[String] = None, + context: Option[String] = None, + // https://docs.anthropic.com/en/docs/build-with-claude/citations + citations: Boolean = false + ): ContentBlockBase = + ContentBlockBase( + MediaBlock("document", "text", "text/plain", data, title, context, Some(citations)), + cacheControl + ) + + def txts( + contents: Seq[String], + cacheControl: Option[CacheControl] = None, + title: Option[String] = None, + context: Option[String] = None, + citations: Boolean = false ): ContentBlockBase = ContentBlockBase( - MediaBlock("document", "base64", "application/pdf", data), + TextsContentBlock(contents, title, context, Some(citations)), cacheControl ) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/SourceContentBlockRaw.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/SourceContentBlockRaw.scala new file mode 100644 index 00000000..8eb3780c --- /dev/null +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/SourceContentBlockRaw.scala @@ -0,0 +1,25 @@ +package io.cequence.openaiscala.anthropic.domain + +case class SourceContentBlockRaw( + `type`: String, // document or image + source: SourceBlockRaw, + title: Option[String] = None, + context: Option[String] = None, + citations: Option[CitationsFlagRaw] = None +) + +case class SourceBlockRaw( + `type`: String, + mediaType: Option[String] = None, + data: Option[String] = None, + content: Option[Seq[TextContentRaw]] = None +) + +case class CitationsFlagRaw( + enabled: Boolean +) + +case class TextContentRaw( + `type`: String, + text: String +) \ No newline at end of file diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala index ab41b29c..26568150 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala @@ -1,7 +1,8 @@ package io.cequence.openaiscala.anthropic.domain.response import io.cequence.openaiscala.anthropic.domain.ChatRole -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlocks +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{Citation, TextBlock} +import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, ContentBlocks} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse.UsageInfo import io.cequence.wsclient.domain.NamedEnumValue @@ -13,7 +14,18 @@ final case class CreateMessageResponse( stop_reason: Option[String], stop_sequence: Option[String], usage: UsageInfo -) +) { + def texts: Seq[String] = + textsWithCitations.map(_._1) + + def citations: Seq[Seq[Citation]] = + textsWithCitations.map(_._2) + + def textsWithCitations: Seq[(String, Seq[Citation])] = + content.blocks.collect { case ContentBlockBase(TextBlock(text, citations), _) => (text, citations) } + + def text: String = texts.mkString("") +} object CreateMessageResponse { diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index 222297d1..b19a23fc 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -2,13 +2,11 @@ package io.cequence.openaiscala.anthropic.service.impl import akka.NotUsed import akka.stream.scaladsl.Source -import io.cequence.openaiscala.anthropic.domain.response.{ - ContentBlockDelta, - CreateMessageResponse -} +import io.cequence.openaiscala.anthropic.domain.response.{ContentBlockDelta, CreateMessageResponse} import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.wsclient.ResponseImplicits.JsonSafeOps +import play.api.libs.json.Json import scala.concurrent.Future diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 4a611df6..2258dd35 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -200,7 +200,7 @@ package object impl extends AnthropicServiceConsts { ) def toOpenAIAssistantMessage(content: ContentBlocks): OpenAIAssistantMessage = { - val textContents = content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => + val textContents = content.blocks.collect { case ContentBlockBase(TextBlock(text, _), _) => text } // TODO // TODO: log if there is more than one text content From 09e15a726206fce6865da446965ba9291d332a55 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:38:13 +0100 Subject: [PATCH 143/404] Anthropic examples - citations support --- .../AnthropicBedrockCreateMessage.scala | 10 +-- .../AnthropicCreateCachedMessage.scala | 10 +-- .../nonopenai/AnthropicCreateMessage.scala | 8 +-- .../AnthropicCreateMessageWithImage.scala | 8 +-- .../AnthropicCreateMessageWithPdf.scala | 8 +-- .../AnthropicCreateMessageWithTextBlock.scala | 70 ++++++++++++++++++ ...thropicCreateMessageWithTextContents.scala | 71 +++++++++++++++++++ .../AnthropicCreateSystemMessage.scala | 10 +-- 8 files changed, 153 insertions(+), 42 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextBlock.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextContents.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessage.scala index 948d8d6b..f3dd17f0 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessage.scala @@ -1,7 +1,5 @@ package io.cequence.openaiscala.examples.nonopenai -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse @@ -38,10 +36,6 @@ object AnthropicBedrockCreateMessage extends ExampleBase[AnthropicService] { ) .map(printMessageContent) - private def printMessageContent(response: CreateMessageResponse) = { - val text = - response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } - .mkString(" ") - println(text) - } + private def printMessageContent(response: CreateMessageResponse) = + println(response.text) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala index 00d14e22..2f48b682 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala @@ -1,8 +1,6 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings @@ -90,10 +88,6 @@ object AnthropicCreateCachedMessage extends ExampleBase[AnthropicService] { ) .map(printMessageContent) - private def printMessageContent(response: CreateMessageResponse) = { - val text = - response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } - .mkString(" ") - println(text) - } + private def printMessageContent(response: CreateMessageResponse) = + println(response.text) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala index 5763f4a3..c90cd369 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala @@ -33,10 +33,6 @@ object AnthropicCreateMessage extends ExampleBase[AnthropicService] { ) .map(printMessageContent) - private def printMessageContent(response: CreateMessageResponse) = { - val text = - response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } - .mkString(" ") - println(text) - } + private def printMessageContent(response: CreateMessageResponse) = + println(response.text) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala index 4c2e223b..f6a4fea3 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithImage.scala @@ -43,10 +43,6 @@ object AnthropicCreateMessageWithImage ) .map(printMessageContent) - private def printMessageContent(response: CreateMessageResponse) = { - val text = - response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } - .mkString(" ") - println(text) - } + private def printMessageContent(response: CreateMessageResponse) = + println(response.text) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala index 0816b09e..0f0ef458 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithPdf.scala @@ -45,10 +45,6 @@ object AnthropicCreateMessageWithPdf ) .map(printMessageContent) - private def printMessageContent(response: CreateMessageResponse) = { - val text = - response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } - .mkString(" ") - println(text) - } + private def printMessageContent(response: CreateMessageResponse) = + println(response.text) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextBlock.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextBlock.scala new file mode 100644 index 00000000..165a5879 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextBlock.scala @@ -0,0 +1,70 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase +import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessageContent} +import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse +import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings +import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency +object AnthropicCreateMessageWithTextBlock + extends ExampleBase[AnthropicService] + with BufferedImageHelper { + + override protected val service: AnthropicService = AnthropicServiceFactory() + + private val messages: Seq[Message] = Seq( + SystemMessage("You are a drunk pirate who jokes constantly!"), + UserMessageContent( + Seq( + ContentBlockBase(TextBlock("Summarize the document.")), + MediaBlock.txt( + """Tokyo,[a] officially the Tokyo Metropolis,[b] is the capital of Japan. + |With a population of over 14 million in the city proper in 2023, it is one of the most populous urban areas in the world. + |The Greater Tokyo Area, which includes Tokyo and parts of six neighboring prefectures, is the most populous metropolitan area in the world, + |with 41 million residents as of 2024. + | + |Lying at the head of Tokyo Bay, Tokyo is part of the Kantō region, on the central coast of Honshu, Japan's largest island. + |Tokyo serves as Japan's economic center and the seat of both the Japanese government and the Emperor of Japan. + |The Tokyo Metropolitan Government administers Tokyo's central 23 special wards, which formerly made up Tokyo City; various commuter towns and suburbs in its western area; + |and two outlying island chains, the Tokyo Islands. + |Although most of the world recognizes Tokyo as a city, since 1943 its governing structure has been more akin to that of a prefecture, + |with an accompanying Governor and Assembly taking precedence over the smaller municipal governments that make up the metropolis. + |Special wards in Tokyo include Chiyoda, the site of the National Diet Building and the Tokyo Imperial Palace; Shinjuku, + |the city's administrative center; and Shibuya, a hub of commerce and business. + |""".stripMargin, + citations = true + ) + ) + ) + ) + + override protected def run: Future[_] = + service + .createMessage( + messages, + settings = AnthropicCreateMessageSettings( + model = NonOpenAIModelId.claude_3_5_sonnet_20241022, + max_tokens = 8192 + ) + ) + .map(printTextBlocksWithCitations) + + private def printTextBlocksWithCitations(response: CreateMessageResponse) = { + val texts = response.textsWithCitations.map { case (text, citations) => + val citationsPart = + if (citations.nonEmpty) + s"\n{{citations:\n${citations.map(x => s"-${x.citedText}").mkString("\n")}}}" + else "" + text + citationsPart + } + + println(texts.mkString("")) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextContents.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextContents.scala new file mode 100644 index 00000000..1d44508c --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextContents.scala @@ -0,0 +1,71 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{MediaBlock, TextBlock} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase +import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessageContent} +import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse +import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings +import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency +object AnthropicCreateMessageWithTextContents + extends ExampleBase[AnthropicService] + with BufferedImageHelper { + + override protected val service: AnthropicService = AnthropicServiceFactory() + + private val messages: Seq[Message] = Seq( + SystemMessage("You are a drunk pirate who jokes constantly!"), + UserMessageContent( + Seq( + ContentBlockBase(TextBlock("Summarize the document.")), + MediaBlock.txts( + Seq( + "Tokyo,[a] officially the Tokyo Metropolis,[b] is the capital of Japan.", + """With a population of over 14 million in the city proper in 2023, it is one of the most populous urban areas in the world. + |The Greater Tokyo Area, which includes Tokyo and parts of six neighboring prefectures, is the most populous metropolitan area in the world, + |with 41 million residents as of 2024""".stripMargin, + """Lying at the head of Tokyo Bay, Tokyo is part of the Kantō region, on the central coast of Honshu, Japan's largest island. + |Tokyo serves as Japan's economic center and the seat of both the Japanese government and the Emperor of Japan. + |The Tokyo Metropolitan Government administers Tokyo's central 23 special wards, which formerly made up Tokyo City; various commuter towns and suburbs in its western area; + |and two outlying island chains, the Tokyo Islands.""".stripMargin, + """Although most of the world recognizes Tokyo as a city, since 1943 its governing structure has been more akin to that of a prefecture, + |with an accompanying Governor and Assembly taking precedence over the smaller municipal governments that make up the metropolis. + |Special wards in Tokyo include Chiyoda, the site of the National Diet Building and the Tokyo Imperial Palace; Shinjuku, + |the city's administrative center; and Shibuya, a hub of commerce and business."" + |""".stripMargin + ), + citations = true + ) + ) + ) + ) + + override protected def run: Future[_] = + service + .createMessage( + messages, + settings = AnthropicCreateMessageSettings( + model = NonOpenAIModelId.claude_3_5_sonnet_20241022, + max_tokens = 8192 + ) + ) + .map(printTextBlocksWithCitations) + + private def printTextBlocksWithCitations(response: CreateMessageResponse) = { + val texts = response.textsWithCitations.map { case (text, citations) => + val citationsPart = + if (citations.nonEmpty) + s"\n{{citations:\n${citations.map(x => s"-${x.citedText}").mkString("\n")}}}" + else "" + text + citationsPart + } + + println(texts.mkString("")) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala index ba09abfb..5106a43a 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateSystemMessage.scala @@ -1,7 +1,5 @@ package io.cequence.openaiscala.examples.nonopenai -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse @@ -35,10 +33,6 @@ object AnthropicCreateSystemMessage extends ExampleBase[AnthropicService] { ) .map(printMessageContent) - private def printMessageContent(response: CreateMessageResponse) = { - val text = - response.content.blocks.collect { case ContentBlockBase(TextBlock(text), _) => text } - .mkString(" ") - println(text) - } + private def printMessageContent(response: CreateMessageResponse) = + println(response.text) } From 193fe45610917173778c40762b248cb8280206df Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:39:21 +0100 Subject: [PATCH 144/404] Anthropic examples - citations support --- .../scala/io/cequence/openaiscala/examples/Example.scala | 5 +---- ...=> AnthropicCreateMessageWithTextBlockAndCitations.scala} | 2 +- ...AnthropicCreateMessageWithTextContentsAndCitations.scala} | 2 +- 3 files changed, 3 insertions(+), 6 deletions(-) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/{AnthropicCreateMessageWithTextBlock.scala => AnthropicCreateMessageWithTextBlockAndCitations.scala} (98%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/{AnthropicCreateMessageWithTextContents.scala => AnthropicCreateMessageWithTextContentsAndCitations.scala} (98%) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala index 222fffb8..c82fae2f 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/Example.scala @@ -40,8 +40,5 @@ trait ExampleBase[T <: CloseableService] { protected def run: Future[_] protected def printMessageContent(response: ChatCompletionResponse): Unit = - println(response.choices.head.message.content) - - protected def messageContent(response: ChatCompletionResponse): String = - response.choices.head.message.content + println(response.contentHead) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextBlock.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextBlockAndCitations.scala similarity index 98% rename from openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextBlock.scala rename to openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextBlockAndCitations.scala index 165a5879..62b508ab 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextBlock.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextBlockAndCitations.scala @@ -13,7 +13,7 @@ import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} import scala.concurrent.Future // requires `openai-scala-anthropic-client` as a dependency -object AnthropicCreateMessageWithTextBlock +object AnthropicCreateMessageWithTextBlockAndCitations extends ExampleBase[AnthropicService] with BufferedImageHelper { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextContents.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextContentsAndCitations.scala similarity index 98% rename from openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextContents.scala rename to openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextContentsAndCitations.scala index 1d44508c..5b5066b1 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextContents.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithTextContentsAndCitations.scala @@ -13,7 +13,7 @@ import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} import scala.concurrent.Future // requires `openai-scala-anthropic-client` as a dependency -object AnthropicCreateMessageWithTextContents +object AnthropicCreateMessageWithTextContentsAndCitations extends ExampleBase[AnthropicService] with BufferedImageHelper { From 5939b6f091de131547a30d574ec5f4571794e60d Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:40:19 +0100 Subject: [PATCH 145/404] Perplexity Sonar examples --- .../SonarCreateChatCompletionWithJson.scala | 66 +++++++++++++++++++ ...reateChatCompletionWithOpenAIAdapter.scala | 7 +- ...reateChatCompletionWithOpenAIAdapter.scala | 4 +- 3 files changed, 73 insertions(+), 4 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithJson.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithJson.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithJson.scala new file mode 100644 index 00000000..90a0544b --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithJson.scala @@ -0,0 +1,66 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.perplexity.domain.Message.{SystemMessage, UserMessage} +import io.cequence.openaiscala.perplexity.domain.settings.{ + SolarResponseFormat, + SonarCreateChatCompletionSettings +} +import io.cequence.openaiscala.perplexity.service.{SonarService, SonarServiceFactory} + +import scala.concurrent.Future + +/** + * Requires `SONAR_API_KEY` environment variable to be set. + */ +object SonarCreateChatCompletionWithJson extends ExampleBase[SonarService] { + + override val service: SonarService = SonarServiceFactory() + + private val messages = Seq( + SystemMessage("Be precise and concise."), + UserMessage("Tell me about Michael Jordan. Please output a JSON object and nothing else.") + ) + + private val modelId = NonOpenAIModelId.sonar + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = SonarCreateChatCompletionSettings( + model = modelId, + temperature = Some(0.1), + max_tokens = Some(2000), + response_format = Some( + SolarResponseFormat.JsonSchema( + Map( + "properties" -> Map( + "first_name" -> Map("type" -> "string", "title" -> "First Name"), + "last_name" -> Map("type" -> "string", "title" -> "Last Name"), + "year_of_birth" -> Map("type" -> "integer", "title" -> "Year of Birth"), + "num_seasons_in_league" -> Map( + "type" -> "integer", + "title" -> "Number of Seasons in NBA" + ) + ), + "required" -> Seq( + "first_name", + "last_name", + "year_of_birth", + "num_seasons_in_league" + ), + "title" -> "AnswerFormat", + "type" -> "object" + ) + ) + ) + ) + ) + .map { response => + println(response.contentHead) + println + println("Citations:\n" + response.citations.mkString("\n")) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala index ad81a645..3dd90c58 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala @@ -3,6 +3,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.perplexity.service.SonarServiceConsts import io.cequence.openaiscala.service.OpenAIChatCompletionService import scala.concurrent.Future @@ -11,7 +12,8 @@ import scala.concurrent.Future * Requires `SONAR_API_KEY` environment variable to be set. */ object SonarCreateChatCompletionWithOpenAIAdapter - extends ExampleBase[OpenAIChatCompletionService] { + extends ExampleBase[OpenAIChatCompletionService] + with SonarServiceConsts { override val service: OpenAIChatCompletionService = ChatCompletionProvider.sonar @@ -30,7 +32,8 @@ object SonarCreateChatCompletionWithOpenAIAdapter settings = CreateChatCompletionSettings( model = modelId, temperature = Some(0.1), - max_tokens = Some(512) + max_tokens = Some(512), + extra_params = Map(aHrefForCitationsParam -> true) ) ) .map(printMessageContent) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala index 008217c7..fe73e769 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/VertexAICreateChatCompletionWithOpenAIAdapter.scala @@ -13,7 +13,7 @@ object VertexAICreateChatCompletionWithOpenAIAdapter override val service: OpenAIChatCompletionService = ChatCompletionProvider.vertexAI - private val model = NonOpenAIModelId.gemini_1_5_pro_002 + private val model = NonOpenAIModelId.gemini_2_0_flash_thinking_exp_1219 private val messages = Seq( SystemMessage("You are a helpful assistant who makes jokes about Google."), @@ -30,6 +30,6 @@ object VertexAICreateChatCompletionWithOpenAIAdapter ) ) .map { content => - println(content.choices.headOption.map(_.message.content).getOrElse("N/A")) + println(content.contentHead) } } From 8ca767882942889588167b0402f787d0d226c083 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:41:03 +0100 Subject: [PATCH 146/404] Message conversion - Deepseek thinking tokens filtration (non-streamed and streamed) --- .../service/adapter/MessageConversions.scala | 36 +++++++++++++++++-- 1 file changed, 33 insertions(+), 3 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala index d41b2de6..d3fbed90 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala @@ -1,15 +1,18 @@ package io.cequence.openaiscala.service.adapter -import io.cequence.openaiscala.domain.{BaseMessage, SystemMessage, UserMessage} +import akka.NotUsed +import akka.stream.scaladsl.Flow +import io.cequence.openaiscala.domain.response.ChunkMessageSpec +import io.cequence.openaiscala.domain.{AssistantMessage, BaseMessage, SystemMessage, UserMessage} import org.slf4j.LoggerFactory object MessageConversions { private val logger = LoggerFactory.getLogger(getClass) - type MessageConversion = Seq[BaseMessage] => Seq[BaseMessage] + type MessagesConversion = Seq[BaseMessage] => Seq[BaseMessage] - val systemToUserMessages: MessageConversion = + val systemToUserMessages: MessagesConversion = (messages: Seq[BaseMessage]) => { val nonSystemMessages = messages.map { case SystemMessage(content, _) => @@ -34,4 +37,31 @@ object MessageConversions { case (acc, message) => acc :+ message } } + + lazy val thinkEndTagRegex = "(?(?!['\"])" + + val filterOutToThinkEnd: AssistantMessage => AssistantMessage = + (message: AssistantMessage) => { + val newContent = message.content.split(thinkEndTagRegex).last.trim + message.copy(content = newContent) + } + + def filterOutToThinkEndFlow: Flow[Seq[ChunkMessageSpec], Seq[ChunkMessageSpec], NotUsed] = { + Flow[Seq[ChunkMessageSpec]].statefulMapConcat { () => + var foundEnd = false + + (messages: Seq[ChunkMessageSpec]) => { + if (foundEnd) { + List(messages) + } else { + val endFoundInThisChunk = messages.exists(_.content.exists(_.trim.matches(thinkEndTagRegex))) + + if (endFoundInThisChunk) { + foundEnd = true + } + List(messages.map(_.copy(content = None))) + } + } + } + } } From 63883ca6761d3ca7b7f8a0fb1d52964aca56b2d9 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:43:10 +0100 Subject: [PATCH 147/404] Deepseek examples with thinking tokens filtration --- .../examples/CreateChatCompletionJson.scala | 2 +- .../FireworksAICreateChatCompletion.scala | 20 ++++++++++--- ...eworksAICreateChatCompletionStreamed.scala | 29 ++++++++++++++----- .../nonopenai/GroqCreateChatCompletion.scala | 2 +- 4 files changed, 40 insertions(+), 13 deletions(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala index e912a1c5..1a750f4f 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJson.scala @@ -21,7 +21,7 @@ object CreateChatCompletionJson extends Example with TestFixtures with OpenAISer settings = DefaultSettings.createJsonChatCompletion(capitalsSchemaDef1) ) .map { response => - val json = Json.parse(messageContent(response)) + val json = Json.parse(response.contentHead) println(Json.prettyPrint(json)) } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala index b2e16ad0..66c55986 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala @@ -4,6 +4,7 @@ import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService +import io.cequence.openaiscala.service.adapter.{MessageConversions, OpenAIServiceAdapters} import scala.concurrent.Future @@ -15,16 +16,27 @@ import scala.concurrent.Future */ object FireworksAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { + // thinking process ends with + private val keepThinkingOutput = false + + override val service: OpenAIChatCompletionService = { + val adapters = OpenAIServiceAdapters.forChatCompletionService + val vanillaService = ChatCompletionProvider.fireworks + + if (!keepThinkingOutput) + adapters.chatCompletionOutput(MessageConversions.filterOutToThinkEnd)(vanillaService) + else + vanillaService + } + private val fireworksModelPrefix = "accounts/fireworks/models/" - override val service: OpenAIChatCompletionService = ChatCompletionProvider.fireworks private val messages = Seq( SystemMessage("You are a helpful assistant."), UserMessage("What is the weather like in Norway?") ) - // note that for e.g. mixtral_8x22b_instruct we need an adapter to convert system messages - private val modelId = NonOpenAIModelId.llama_v3p1_405b_instruct + private val modelId = NonOpenAIModelId.deepseek_r1 // llama_v3p1_405b_instruct override protected def run: Future[_] = service @@ -33,7 +45,7 @@ object FireworksAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionS settings = CreateChatCompletionSettings( model = fireworksModelPrefix + modelId, temperature = Some(0.1), - max_tokens = Some(512), + max_tokens = Some(2048), top_p = Some(0.9), presence_penalty = Some(0), // this is how we can add extra (vendor-specific) parameters diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala index 9b54aa6f..cc0d5014 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala @@ -4,24 +4,39 @@ import akka.stream.scaladsl.Sink import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.examples.ExampleBase -import io.cequence.openaiscala.service.OpenAIChatCompletionStreamedServiceExtra +import io.cequence.openaiscala.service.OpenAIChatCompletionIOConversionAdapter +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService +import io.cequence.openaiscala.service.adapter.MessageConversions import scala.concurrent.Future // requires `openai-scala-client-stream` as a dependency and `FIREWORKS_API_KEY` environment variable to be set object FireworksAICreateChatCompletionStreamed - extends ExampleBase[OpenAIChatCompletionStreamedServiceExtra] { + extends ExampleBase[OpenAIChatCompletionStreamedService] { + + // thinking process ends with + private val keepThinkingOutput = false + + override val service: OpenAIChatCompletionStreamedService = { + val vanillaService = ChatCompletionProvider.fireworks + + if (keepThinkingOutput) + vanillaService + else + OpenAIChatCompletionIOConversionAdapter( + vanillaService, + outputChunkMessageConversion = Some(MessageConversions.filterOutToThinkEndFlow) + ) + } private val fireworksModelPrefix = "accounts/fireworks/models/" - override val service: OpenAIChatCompletionStreamedServiceExtra = - ChatCompletionProvider.fireworks private val messages = Seq( - SystemMessage("You are a helpful assistant."), + SystemMessage("You are a helpful assistant. Be short."), UserMessage("What is the weather like in Norway?") ) - private val modelId = NonOpenAIModelId.drbx_instruct // mixtral_8x7b_instruct + private val modelId = NonOpenAIModelId.deepseek_r1 // drbx_instruct override protected def run: Future[_] = service @@ -30,7 +45,7 @@ object FireworksAICreateChatCompletionStreamed settings = CreateChatCompletionSettings( model = fireworksModelPrefix + modelId, temperature = Some(0.01), - max_tokens = Some(512), + max_tokens = Some(2048), top_p = Some(0.9), presence_penalty = Some(0) ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala index 5babfb8a..5eb04a3f 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala @@ -19,7 +19,7 @@ object GroqCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] UserMessage("What is the weather like in Norway?") ) - private val modelId = NonOpenAIModelId.llama_3_2_11b_text_preview + private val modelId = NonOpenAIModelId.deepseek_r1_distill_llama_70b override protected def run: Future[_] = service From cc27bc0e35430db9c9ac1248eff86f812e5ea91d Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:43:51 +0100 Subject: [PATCH 148/404] O1 reasoning effort example --- .../examples/CreateChatCompletionWithO1.scala | 15 +++++++++------ 1 file changed, 9 insertions(+), 6 deletions(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala index a95eed99..201512f2 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala @@ -1,10 +1,7 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain._ -import io.cequence.openaiscala.domain.settings.{ - ChatCompletionResponseFormatType, - CreateChatCompletionSettings -} +import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, CreateChatCompletionSettings, ReasoningEffort} import scala.concurrent.Future @@ -16,7 +13,9 @@ object CreateChatCompletionWithO1 extends Example { UserMessage("What is the weather like in Norway per major cities? Answer in json format.") ) - override protected def run: Future[_] = + override protected def run: Future[_] = { + val start = new java.util.Date() + service .createChatCompletion( messages = messages, @@ -24,10 +23,14 @@ object CreateChatCompletionWithO1 extends Example { model = ModelId.o1, temperature = Some(0.1), response_format_type = Some(ChatCompletionResponseFormatType.json_object), - max_tokens = Some(4000) + max_tokens = Some(10000), + reasoning_effort = Some(ReasoningEffort.low) ) ) .map { content => + println(s"Time taken: ${new java.util.Date().getTime - start.getTime} ms") + println("Usage: " + content.usage.get) printMessageContent(content) } + } } From 5420d0210c632f2b1919ce715725814b89a08753 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:45:50 +0100 Subject: [PATCH 149/404] Deepseek - omitting thinking output for fireworks --- .../nonopenai/FireworksAICreateChatCompletion.scala | 4 ++-- .../FireworksAICreateChatCompletionStreamed.scala | 8 ++++---- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala index 66c55986..9e480af4 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala @@ -17,13 +17,13 @@ import scala.concurrent.Future object FireworksAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { // thinking process ends with - private val keepThinkingOutput = false + private val omitThinkingOutput = true override val service: OpenAIChatCompletionService = { val adapters = OpenAIServiceAdapters.forChatCompletionService val vanillaService = ChatCompletionProvider.fireworks - if (!keepThinkingOutput) + if (omitThinkingOutput) adapters.chatCompletionOutput(MessageConversions.filterOutToThinkEnd)(vanillaService) else vanillaService diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala index cc0d5014..b4a2f2cd 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala @@ -15,18 +15,18 @@ object FireworksAICreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedService] { // thinking process ends with - private val keepThinkingOutput = false + private val omitThinkingOutput = true override val service: OpenAIChatCompletionStreamedService = { val vanillaService = ChatCompletionProvider.fireworks - if (keepThinkingOutput) - vanillaService - else + if (omitThinkingOutput) OpenAIChatCompletionIOConversionAdapter( vanillaService, outputChunkMessageConversion = Some(MessageConversions.filterOutToThinkEndFlow) ) + else + vanillaService } private val fireworksModelPrefix = "accounts/fireworks/models/" From dcb109cb7d3b733068c0406773224e7578c572cc Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 15:57:33 +0100 Subject: [PATCH 150/404] Formatting --- .../anthropic/domain/Content.scala | 2 +- .../domain/SourceContentBlockRaw.scala | 2 +- .../response/CreateMessageResponse.scala | 4 ++- .../service/impl/AnthropicServiceImpl.scala | 5 ++- ...etionStreamedOutputConversionAdapter.scala | 9 ++--- .../OpenAIChatCompletionServiceImpl.scala | 3 +- .../io/cequence/openaiscala/JsonFormats.scala | 25 ++++++++++---- .../response/ChatCompletionResponse.scala | 18 +++++++--- .../ChatCompletionSettingsConversions.scala | 2 +- .../service/adapter/MessageConversions.scala | 10 ++++-- .../examples/CreateChatCompletion.scala | 13 +++++--- .../CreateChatCompletionLongResponse.scala | 4 +-- .../examples/CreateChatCompletionWithO1.scala | 6 +++- .../examples/CreateChatToolCompletion.scala | 33 +++++++++++-------- .../OpenAISonarChatCompletionService.scala | 32 ++++++++++++++---- .../service/impl/SonarServiceImpl.scala | 5 ++- 16 files changed, 121 insertions(+), 52 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala index eee92054..da5c3eeb 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala @@ -42,7 +42,7 @@ object Content { startCharIndex: Option[Int], endCharIndex: Option[Int], startBlockIndex: Option[Int], - endBlockIndex: Option[Int], + endBlockIndex: Option[Int] ) case class MediaBlock( diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/SourceContentBlockRaw.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/SourceContentBlockRaw.scala index 8eb3780c..72766021 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/SourceContentBlockRaw.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/SourceContentBlockRaw.scala @@ -22,4 +22,4 @@ case class CitationsFlagRaw( case class TextContentRaw( `type`: String, text: String -) \ No newline at end of file +) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala index 26568150..ee5aa010 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala @@ -22,7 +22,9 @@ final case class CreateMessageResponse( textsWithCitations.map(_._2) def textsWithCitations: Seq[(String, Seq[Citation])] = - content.blocks.collect { case ContentBlockBase(TextBlock(text, citations), _) => (text, citations) } + content.blocks.collect { case ContentBlockBase(TextBlock(text, citations), _) => + (text, citations) + } def text: String = texts.mkString("") } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala index b19a23fc..1029f7f9 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AnthropicServiceImpl.scala @@ -2,7 +2,10 @@ package io.cequence.openaiscala.anthropic.service.impl import akka.NotUsed import akka.stream.scaladsl.Source -import io.cequence.openaiscala.anthropic.domain.response.{ContentBlockDelta, CreateMessageResponse} +import io.cequence.openaiscala.anthropic.domain.response.{ + ContentBlockDelta, + CreateMessageResponse +} import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.wsclient.ResponseImplicits.JsonSafeOps diff --git a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedOutputConversionAdapter.scala b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedOutputConversionAdapter.scala index 6590845a..16f34d41 100644 --- a/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedOutputConversionAdapter.scala +++ b/openai-client-stream/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionStreamedOutputConversionAdapter.scala @@ -30,7 +30,8 @@ object OpenAIChatCompletionStreamedOutputConversionAdapter { .createChatCompletionStreamed( messages, settings - ).via(conversionStream(messageConversion)) + ) + .via(conversionStream(messageConversion)) private def conversionStream( messageProcessingFlow: Flow[Seq[ChunkMessageSpec], Seq[ChunkMessageSpec], NotUsed] @@ -57,10 +58,10 @@ object OpenAIChatCompletionStreamedOutputConversionAdapter { val mergeBack = Flow[(ChatCompletionChunkResponse, Seq[ChunkMessageSpec])].map { case (response, updatedChoices) => response.copy( - choices = response.choices.zip(updatedChoices).map { - case (choice, updatedChoice) => + choices = + response.choices.zip(updatedChoices).map { case (choice, updatedChoice) => choice.copy(delta = updatedChoice) - } + } ) } diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala index 4cca4674..4d7b4c40 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala @@ -128,7 +128,8 @@ trait ChatCompletionBodyMaker { Param.store -> settingsFinal.store, Param.reasoning_effort -> settingsFinal.reasoning_effort.map(_.toString()), Param.service_tier -> settingsFinal.service_tier.map(_.toString()), - Param.metadata -> (if (settingsFinal.metadata.nonEmpty) Some(settingsFinal.metadata) else None), + Param.metadata -> (if (settingsFinal.metadata.nonEmpty) Some(settingsFinal.metadata) + else None), Param.extra_params -> { if (settingsFinal.extra_params.nonEmpty) Some(settingsFinal.extra_params) else None } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 61f89434..663ab26b 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -5,11 +5,22 @@ import io.cequence.openaiscala.domain.Batch._ import io.cequence.openaiscala.domain.ChunkingStrategy.StaticChunkingStrategy import io.cequence.openaiscala.domain.FineTune.WeightsAndBiases import io.cequence.openaiscala.domain.ThreadAndRun.Content.ContentBlock.ImageDetail -import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, ReasoningEffort, ServiceTier} +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + ReasoningEffort, + ServiceTier +} import io.cequence.openaiscala.domain.Run.TruncationStrategy import io.cequence.openaiscala.domain.StepDetail.{MessageCreation, ToolCalls} -import io.cequence.openaiscala.domain.response.AssistantToolResourceResponse.{CodeInterpreterResourcesResponse, FileSearchResourcesResponse} -import io.cequence.openaiscala.domain.response.ResponseFormat.{JsonObjectResponse, StringResponse, TextResponse} +import io.cequence.openaiscala.domain.response.AssistantToolResourceResponse.{ + CodeInterpreterResourcesResponse, + FileSearchResourcesResponse +} +import io.cequence.openaiscala.domain.response.ResponseFormat.{ + JsonObjectResponse, + StringResponse, + TextResponse +} import io.cequence.openaiscala.domain.response._ import io.cequence.openaiscala.domain.settings.JsonSchemaDef import io.cequence.openaiscala.domain.{ThreadMessageFile, _} @@ -40,7 +51,8 @@ object JsonFormats { Format(reads, writes) } - implicit lazy val completionTokenDetailsFormat: Format[CompletionTokenDetails] = Json.format[CompletionTokenDetails] + implicit lazy val completionTokenDetailsFormat: Format[CompletionTokenDetails] = + Json.format[CompletionTokenDetails] implicit lazy val usageInfoFormat: Format[UsageInfo] = Json.format[UsageInfo] @@ -307,7 +319,8 @@ object JsonFormats { } } - implicit val chatCompletionResponseFormatTypeFormat: Format[ChatCompletionResponseFormatType] = enumFormat[ChatCompletionResponseFormatType]( + implicit val chatCompletionResponseFormatTypeFormat + : Format[ChatCompletionResponseFormatType] = enumFormat[ChatCompletionResponseFormatType]( ChatCompletionResponseFormatType.json_object, ChatCompletionResponseFormatType.json_schema, ChatCompletionResponseFormatType.text @@ -1279,4 +1292,4 @@ object JsonFormats { Format(eitherJsonSchemaReads, eitherJsonSchemaWrites) implicit val jsonSchemaDefFormat: Format[JsonSchemaDef] = Json.format[JsonSchemaDef] -} \ No newline at end of file +} diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala index 72457fcb..41e03123 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala @@ -1,7 +1,13 @@ package io.cequence.openaiscala.domain.response import io.cequence.openaiscala.OpenAIScalaClientException -import io.cequence.openaiscala.domain.{AssistantFunMessage, AssistantMessage, AssistantToolMessage, BaseMessage, ChatRole} +import io.cequence.openaiscala.domain.{ + AssistantFunMessage, + AssistantMessage, + AssistantToolMessage, + BaseMessage, + ChatRole +} import java.{util => ju} @@ -30,9 +36,13 @@ case class ChatCompletionResponse( ChatCompletionChoiceInfo ] { - def contentHead: String = choices.headOption.map(_.message.content).getOrElse( - throw new OpenAIScalaClientException(s"No content in the chat completion response ${id}.") - ) + def contentHead: String = choices.headOption + .map(_.message.content) + .getOrElse( + throw new OpenAIScalaClientException( + s"No content in the chat completion response ${id}." + ) + ) } case class ChatToolCompletionResponse( diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala index 0293d374..2afcbc86 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -88,7 +88,7 @@ object ChatCompletionSettingsConversions { "O1 models don't support parallel tool calls, converting to None." ), warning = true - ), + ) ) private val o1PreviewConversions = diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala index d3fbed90..a673a451 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala @@ -3,7 +3,12 @@ package io.cequence.openaiscala.service.adapter import akka.NotUsed import akka.stream.scaladsl.Flow import io.cequence.openaiscala.domain.response.ChunkMessageSpec -import io.cequence.openaiscala.domain.{AssistantMessage, BaseMessage, SystemMessage, UserMessage} +import io.cequence.openaiscala.domain.{ + AssistantMessage, + BaseMessage, + SystemMessage, + UserMessage +} import org.slf4j.LoggerFactory object MessageConversions { @@ -54,7 +59,8 @@ object MessageConversions { if (foundEnd) { List(messages) } else { - val endFoundInThisChunk = messages.exists(_.content.exists(_.trim.matches(thinkEndTagRegex))) + val endFoundInThisChunk = + messages.exists(_.content.exists(_.trim.matches(thinkEndTagRegex))) if (endFoundInThisChunk) { foundEnd = true diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala index 5dd88736..5f3b1a0f 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala @@ -1,6 +1,6 @@ package io.cequence.openaiscala.examples -import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.settings.{CreateChatCompletionSettings, ServiceTier} import io.cequence.openaiscala.domain._ import scala.concurrent.Future @@ -17,12 +17,15 @@ object CreateChatCompletion extends Example { .createChatCompletion( messages = messages, settings = CreateChatCompletionSettings( - model = ModelId.o1_mini, + model = ModelId.gpt_4o, temperature = Some(0), - max_tokens = Some(4000) + max_tokens = Some(4000), + service_tier = Some(ServiceTier.auto), + metadata = Map() ) ) - .map { content => - printMessageContent(content) + .map { response => + println(response.usage.get) + printMessageContent(response) } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionLongResponse.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionLongResponse.scala index 5da3ebf3..e7891b35 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionLongResponse.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionLongResponse.scala @@ -21,7 +21,5 @@ object CreateChatCompletionLongResponse extends Example { temperature = Some(0) ) ) - .map { content => - printMessageContent(content) - } + .map(printMessageContent) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala index 201512f2..b1e19f02 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithO1.scala @@ -1,7 +1,11 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain._ -import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, CreateChatCompletionSettings, ReasoningEffort} +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings, + ReasoningEffort +} import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala index 6102365d..ca1c3286 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala @@ -3,6 +3,8 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain.AssistantTool.FunctionTool import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import play.api.libs.json.{JsObject, Json} +import io.cequence.openaiscala.JsonFormats._ import scala.concurrent.Future @@ -17,20 +19,20 @@ object CreateChatToolCompletion extends Example { FunctionTool( name = "get_current_weather", description = Some("Get the current weather in a given location"), - parameters = Map( - "type" -> "object", - "properties" -> Map( - "location" -> Map( - "type" -> "string", - "description" -> "The city and state, e.g. San Francisco, CA" + parameters = Json.toJson( + JsonSchema.Object( + properties = Seq( + "location" -> JsonSchema.String( + description = Some("The city and state, e.g. San Francisco, CA") + ), + "unit" -> JsonSchema.String( + description = Some("The unit of temperature"), + `enum` = Seq("celsius", "fahrenheit") + ) ), - "unit" -> Map( - "type" -> "string", - "enum" -> Seq("celsius", "fahrenheit") - ) - ), - "required" -> Seq("location") - ) + required = Seq("location") + ): JsonSchema + ).as[JsObject].value.toMap ) ) @@ -40,7 +42,10 @@ object CreateChatToolCompletion extends Example { messages = messages, tools = tools, responseToolChoice = None, // means "auto" - settings = CreateChatCompletionSettings(ModelId.gpt_3_5_turbo_1106) + settings = CreateChatCompletionSettings( + ModelId.gpt_3_5_turbo_1106, + parallel_tool_calls = Some(true) + ), ) .map { response => val chatFunCompletionMessage = response.choices.head.message diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala index a2b160da..b580813a 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala @@ -3,15 +3,35 @@ package io.cequence.openaiscala.perplexity.service.impl import akka.NotUsed import akka.stream.scaladsl.Source import io.cequence.openaiscala.OpenAIScalaClientException -import io.cequence.openaiscala.domain.{AssistantMessage, BaseMessage, SystemMessage, UserMessage} -import io.cequence.openaiscala.domain.response.{ChatCompletionChunkResponse, ChatCompletionResponse} -import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, CreateChatCompletionSettings} +import io.cequence.openaiscala.domain.{ + AssistantMessage, + BaseMessage, + SystemMessage, + UserMessage +} +import io.cequence.openaiscala.domain.response.{ + ChatCompletionChunkResponse, + ChatCompletionResponse +} +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings +} import io.cequence.openaiscala.JsonFormats.eitherJsonSchemaFormat import io.cequence.openaiscala.perplexity.domain.Message -import io.cequence.openaiscala.perplexity.domain.response.{SonarChatCompletionChunkResponse, SonarChatCompletionResponse} -import io.cequence.openaiscala.perplexity.domain.settings.{SolarResponseFormat, SonarCreateChatCompletionSettings} +import io.cequence.openaiscala.perplexity.domain.response.{ + SonarChatCompletionChunkResponse, + SonarChatCompletionResponse +} +import io.cequence.openaiscala.perplexity.domain.settings.{ + SolarResponseFormat, + SonarCreateChatCompletionSettings +} import io.cequence.openaiscala.perplexity.service.{SonarConsts, SonarService} -import io.cequence.openaiscala.service.{OpenAIChatCompletionService, OpenAIChatCompletionStreamedServiceExtra} +import io.cequence.openaiscala.service.{ + OpenAIChatCompletionService, + OpenAIChatCompletionStreamedServiceExtra +} import io.cequence.wsclient.JsonUtil import play.api.libs.json.{JsObject, Json} diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala index 046e1b84..3b399cf4 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/SonarServiceImpl.scala @@ -7,7 +7,10 @@ import io.cequence.openaiscala.OpenAIScalaClientException import io.cequence.openaiscala.perplexity.domain.Message import io.cequence.openaiscala.perplexity.domain.settings.SonarCreateChatCompletionSettings import io.cequence.openaiscala.perplexity.JsonFormats._ -import io.cequence.openaiscala.perplexity.domain.response.{SonarChatCompletionChunkResponse, SonarChatCompletionResponse} +import io.cequence.openaiscala.perplexity.domain.response.{ + SonarChatCompletionChunkResponse, + SonarChatCompletionResponse +} import io.cequence.openaiscala.perplexity.service.SonarService import io.cequence.wsclient.JsonUtil.JsonOps import io.cequence.wsclient.ResponseImplicits.JsonSafeOps From 253c1677da27fcc314d806643a6ef9f4aa49c8a6 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 16:05:34 +0100 Subject: [PATCH 151/404] Formatting --- .../examples/CreateChatToolCompletion.scala | 32 +++++++++++-------- 1 file changed, 18 insertions(+), 14 deletions(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala index ca1c3286..d37fdaf2 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala @@ -19,20 +19,24 @@ object CreateChatToolCompletion extends Example { FunctionTool( name = "get_current_weather", description = Some("Get the current weather in a given location"), - parameters = Json.toJson( - JsonSchema.Object( - properties = Seq( - "location" -> JsonSchema.String( - description = Some("The city and state, e.g. San Francisco, CA") + parameters = Json + .toJson( + JsonSchema.Object( + properties = Seq( + "location" -> JsonSchema.String( + description = Some("The city and state, e.g. San Francisco, CA") + ), + "unit" -> JsonSchema.String( + description = Some("The unit of temperature"), + `enum` = Seq("celsius", "fahrenheit") + ) ), - "unit" -> JsonSchema.String( - description = Some("The unit of temperature"), - `enum` = Seq("celsius", "fahrenheit") - ) - ), - required = Seq("location") - ): JsonSchema - ).as[JsObject].value.toMap + required = Seq("location") + ): JsonSchema + ) + .as[JsObject] + .value + .toMap ) ) @@ -45,7 +49,7 @@ object CreateChatToolCompletion extends Example { settings = CreateChatCompletionSettings( ModelId.gpt_3_5_turbo_1106, parallel_tool_calls = Some(true) - ), + ) ) .map { response => val chatFunCompletionMessage = response.choices.head.message From 929f87af98bd4b856859141e735ac36eb95826b5 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 16:23:08 +0100 Subject: [PATCH 152/404] Anthropic json formats test fixed --- .../openaiscala/anthropic/JsonFormatsSpec.scala | 10 +++++----- .../scala/io/cequence/openaiscala/JsonFormats.scala | 2 ++ 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala index 47d19897..49f3e21e 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala @@ -42,7 +42,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { ) ) val json = - """{"role":"user","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?"}]}""" + """{"role":"user","content":[{"type":"text","text":"Hello, world!","citations":[]},{"type":"text","text":"How are you?","citations":[]}]}""" testCodec[Message](userMessage, json) } @@ -61,7 +61,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { ) ) val json = - """{"role":"assistant","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?"}]}""" + """{"role":"assistant","content":[{"type":"text","text":"Hello, world!","citations":[]},{"type":"text","text":"How are you?","citations":[]}]}""" testCodec[Message](assistantMessage, json) } @@ -99,7 +99,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { ) ) val json = - """{"role":"user","content":[{"type":"text","text":"Hello, world!","cache_control":{"type":"ephemeral"}},{"type":"text","text":"How are you?"}]}""" + """{"role":"user","content":[{"type":"text","text":"Hello, world!","citations":[],"cache_control":{"type":"ephemeral"}},{"type":"text","text":"How are you?","citations":[]}]}""" testCodec[Message](userMessage, json) } @@ -112,7 +112,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { ) ) val json = - """{"role":"user","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?","cache_control":{"type":"ephemeral"}}]}""" + """{"role":"user","content":[{"type":"text","text":"Hello, world!","citations":[]},{"type":"text","text":"How are you?","citations":[],"cache_control":{"type":"ephemeral"}}]}""" testCodec[Message](userMessage, json) } @@ -128,7 +128,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { val imageJson = """{"type":"image","source":{"type":"base64","media_type":"image/jpeg","data":"/9j/4AAQSkZJRg..."},"cache_control":{"type":"ephemeral"}}""".stripMargin val json = - s"""{"role":"user","content":[$imageJson,{"type":"text","text":"How are you?"}]}""" + s"""{"role":"user","content":[$imageJson,{"type":"text","text":"How are you?","citations":[]}]}""" testCodec[Message](userMessage, json) } } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 663ab26b..14588c7e 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -234,6 +234,8 @@ object JsonFormats { val message: BaseMessage = role match { case ChatRole.System => json.as[SystemMessage] + case ChatRole.Developer => json.as[DeveloperMessage] + case ChatRole.User => json.asOpt[UserMessage] match { case Some(userMessage) => userMessage From 1f02353e680f5d2949c36f6d594a8cd9057c115a Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 28 Jan 2025 20:19:32 +0100 Subject: [PATCH 153/404] Perplexity sonar - json formats Scala 3 fix --- .../scala/io/cequence/openaiscala/perplexity/JsonFormats.scala | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala index 88cda18b..92a496d8 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/JsonFormats.scala @@ -28,7 +28,8 @@ object JsonFormats extends JsonFormats trait JsonFormats { - implicit lazy val chatRoleFormat = JsonUtil.enumFormat[ChatRole](ChatRole.values: _*) + implicit lazy val chatRoleFormat: Format[ChatRole] = + JsonUtil.enumFormat[ChatRole](ChatRole.values: _*) implicit lazy val messageWrites: Writes[Message] = (message: Message) => Json.obj( From 6688fdfff25b11986a8b4553f6f8ec587863ebb6 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 31 Jan 2025 12:53:58 +0100 Subject: [PATCH 154/404] Groq chat completion settings implicit - support for extra params --- .../openaiscala/domain/NonOpenAIModelId.scala | 2 +- .../GroqCreateChatCompletionSettingsOps.scala | 67 +++++++++++++++++++ 2 files changed, 68 insertions(+), 1 deletion(-) create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 5f4fb5b4..63cc63a8 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -242,7 +242,7 @@ object NonOpenAIModelId { val grok_vision_beta = "grok-vision-beta" // Deepseek - val deepseek_r1_distill_llama_70b = "deepseek-r1-distill-llama-70b" // Groq + val deepseek_r1_distill_llama_70b = "deepseek-r1-distill-llama-70b" // Groq and Cerebras // context 64K, 4K (8KBeta) val deepseek_r1 = "deepseek-r1" // Fireworks val deepseek_ai_deepseek_r1 = "deepseek-ai/DeepSeek-R1" // Together AI diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala new file mode 100644 index 00000000..058755ad --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala @@ -0,0 +1,67 @@ +package io.cequence.openaiscala.domain.settings + +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.wsclient.domain.EnumValue + +object GroqCreateChatCompletionSettingsOps { + implicit class RichCreateChatCompletionSettings(settings: CreateChatCompletionSettings) { + private object ExtraParams { + val reasoningFormat = "reasoning_format" + val jsonMode = "json_mode" + val maxCompletionTokens = "max_completion_tokens" + } + + def setReasoningFormat(value: ReasoningFormat): CreateChatCompletionSettings = + settings.copy( + extra_params = + settings.extra_params + (ExtraParams.reasoningFormat -> value.toString()) + ) + + def reasoningFormat: Option[ReasoningFormat] = + settings.extra_params.get(ExtraParams.reasoningFormat).map { + case value: ReasoningFormat => value + case value: String => + ReasoningFormat.values + .find(_.toString() == value) + .getOrElse( + throw new OpenAIScalaClientException(s"Invalid reasoning format: $value") + ) + case value: Any => + throw new OpenAIScalaClientException(s"Invalid reasoning format: $value") + } + + def setJsonMode(value: Boolean): CreateChatCompletionSettings = + settings.copy( + extra_params = settings.extra_params + (ExtraParams.jsonMode -> value) + ) + + def jsonMode: Option[Boolean] = + settings.extra_params.get(ExtraParams.jsonMode).map { + case value: Boolean => value + case value: Any => + throw new OpenAIScalaClientException(s"Invalid json mode flag: $value") + } + + def setMaxCompletionTokens(value: Int): CreateChatCompletionSettings = + settings.copy( + extra_params = settings.extra_params + (ExtraParams.maxCompletionTokens -> value) + ) + + def maxCompletionTokens: Option[Int] = + settings.extra_params.get(ExtraParams.maxCompletionTokens).map { + case value: Int => value + case value: Any => + throw new OpenAIScalaClientException(s"Invalid max. completion tokens: $value") + } + } + + sealed trait ReasoningFormat extends EnumValue + + object ReasoningFormat { + case object parsed extends ReasoningFormat + case object raw extends ReasoningFormat + case object hidden extends ReasoningFormat + + def values: Seq[ReasoningFormat] = Seq(parsed, raw, hidden) + } +} From 45445c1f0480a4d0deee6ae7db3852e83922105d Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 31 Jan 2025 12:54:44 +0100 Subject: [PATCH 155/404] Groq chat completion settings conversion --- .../ChatCompletionSettingsConversions.scala | 40 +++++++++++++++++++ 1 file changed, 40 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala index 2afcbc86..78907ea7 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -1,9 +1,11 @@ package io.cequence.openaiscala.service.adapter +import io.cequence.openaiscala.domain.NonOpenAIModelId import io.cequence.openaiscala.domain.settings.{ ChatCompletionResponseFormatType, CreateChatCompletionSettings } +import io.cequence.openaiscala.domain.settings.GroqCreateChatCompletionSettingsOps._ import org.slf4j.LoggerFactory object ChatCompletionSettingsConversions { @@ -107,4 +109,42 @@ object ChatCompletionSettingsConversions { val o1: SettingsConversion = generic(o1BaseConversions) val o1Preview: SettingsConversion = generic(o1PreviewConversions) + + private lazy val groqConversions = Seq( + // max tokens + FieldConversionDef( + settings => + settings.model.endsWith( + NonOpenAIModelId.deepseek_r1_distill_llama_70b + ) && settings.max_tokens.isDefined, + settings => + settings.copy(max_tokens = None).setMaxCompletionTokens(settings.max_tokens.get), + Some( + "Groq deepseek R1 model doesn't support max_tokens, converting to max_completion_tokens." + ) + ), + // json mode + FieldConversionDef( + settings => + settings.model.endsWith( + NonOpenAIModelId.deepseek_r1_distill_llama_70b + ) && (settings.response_format_type.contains( + ChatCompletionResponseFormatType.json_object + ) || settings.response_format_type + .contains(ChatCompletionResponseFormatType.json_schema)), + settings => settings.copy(response_format_type = None).setJsonMode(true), + Some( + "Groq deepseek R1 model doesn't support the json schema / object response format type, converting it to json_mode flag instead." + ) + ) + ) + + def groq( + reasoningFormat: Option[ReasoningFormat] = None + ): SettingsConversion = { + val conversions = generic(groqConversions) + reasoningFormat + .map(reasoningFormat => conversions.andThen(_.setReasoningFormat(reasoningFormat))) + .getOrElse(conversions) + } } From d8bd3fdf73163fd2fd9e5dba6f2a7424cfb57cdb Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 31 Jan 2025 12:55:21 +0100 Subject: [PATCH 156/404] Think token flow filtering improved --- .../service/adapter/MessageConversions.scala | 20 +++++++++++++------ 1 file changed, 14 insertions(+), 6 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala index a673a451..25e7a88f 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/MessageConversions.scala @@ -53,18 +53,26 @@ object MessageConversions { def filterOutToThinkEndFlow: Flow[Seq[ChunkMessageSpec], Seq[ChunkMessageSpec], NotUsed] = { Flow[Seq[ChunkMessageSpec]].statefulMapConcat { () => - var foundEnd = false + var startOutput: Option[Boolean] = None (messages: Seq[ChunkMessageSpec]) => { - if (foundEnd) { - List(messages) + if (startOutput.isDefined) { + val nonEmptyLineFound = messages.exists(_.content.exists(_.trim.nonEmpty)) + + if (nonEmptyLineFound) + startOutput = Some(true) + + if (startOutput.get) + List(messages) + else + List(messages.map(_.copy(content = None))) } else { val endFoundInThisChunk = messages.exists(_.content.exists(_.trim.matches(thinkEndTagRegex))) - if (endFoundInThisChunk) { - foundEnd = true - } + if (endFoundInThisChunk) + startOutput = Some(false) + List(messages.map(_.copy(content = None))) } } From d843d2f10804c37993c10c1f4345dc0009557b67 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 31 Jan 2025 12:56:49 +0100 Subject: [PATCH 157/404] Fireworks - deepseek r1 example with think token filtration --- .../FireworksAICreateChatCompletion.scala | 16 +---- ...eworksAICreateChatCompletionStreamed.scala | 19 +----- ...teChatCompletionStreamedWithDeepseek.scala | 59 +++++++++++++++++++ ...ksAICreateChatCompletionWithDeepseek.scala | 54 +++++++++++++++++ 4 files changed, 117 insertions(+), 31 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamedWithDeepseek.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionWithDeepseek.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala index 9e480af4..b27b9aec 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala @@ -4,7 +4,6 @@ import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService -import io.cequence.openaiscala.service.adapter.{MessageConversions, OpenAIServiceAdapters} import scala.concurrent.Future @@ -16,18 +15,7 @@ import scala.concurrent.Future */ object FireworksAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { - // thinking process ends with - private val omitThinkingOutput = true - - override val service: OpenAIChatCompletionService = { - val adapters = OpenAIServiceAdapters.forChatCompletionService - val vanillaService = ChatCompletionProvider.fireworks - - if (omitThinkingOutput) - adapters.chatCompletionOutput(MessageConversions.filterOutToThinkEnd)(vanillaService) - else - vanillaService - } + override val service: OpenAIChatCompletionService = ChatCompletionProvider.fireworks private val fireworksModelPrefix = "accounts/fireworks/models/" @@ -36,7 +24,7 @@ object FireworksAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionS UserMessage("What is the weather like in Norway?") ) - private val modelId = NonOpenAIModelId.deepseek_r1 // llama_v3p1_405b_instruct + private val modelId = NonOpenAIModelId.llama_v3p1_405b_instruct override protected def run: Future[_] = service diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala index b4a2f2cd..2fe0d3f9 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamed.scala @@ -4,9 +4,7 @@ import akka.stream.scaladsl.Sink import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.examples.ExampleBase -import io.cequence.openaiscala.service.OpenAIChatCompletionIOConversionAdapter import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService -import io.cequence.openaiscala.service.adapter.MessageConversions import scala.concurrent.Future @@ -14,20 +12,7 @@ import scala.concurrent.Future object FireworksAICreateChatCompletionStreamed extends ExampleBase[OpenAIChatCompletionStreamedService] { - // thinking process ends with - private val omitThinkingOutput = true - - override val service: OpenAIChatCompletionStreamedService = { - val vanillaService = ChatCompletionProvider.fireworks - - if (omitThinkingOutput) - OpenAIChatCompletionIOConversionAdapter( - vanillaService, - outputChunkMessageConversion = Some(MessageConversions.filterOutToThinkEndFlow) - ) - else - vanillaService - } + override val service: OpenAIChatCompletionStreamedService = ChatCompletionProvider.fireworks private val fireworksModelPrefix = "accounts/fireworks/models/" @@ -36,7 +21,7 @@ object FireworksAICreateChatCompletionStreamed UserMessage("What is the weather like in Norway?") ) - private val modelId = NonOpenAIModelId.deepseek_r1 // drbx_instruct + private val modelId = NonOpenAIModelId.llama_v3p3_70b_instruct override protected def run: Future[_] = service diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamedWithDeepseek.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamedWithDeepseek.scala new file mode 100644 index 00000000..e7a9a52d --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionStreamedWithDeepseek.scala @@ -0,0 +1,59 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionIOConversionAdapter +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService +import io.cequence.openaiscala.service.adapter.MessageConversions + +import scala.concurrent.Future + +// requires `openai-scala-client-stream` as a dependency and `FIREWORKS_API_KEY` environment variable to be set +object FireworksAICreateChatCompletionStreamedWithDeepseek + extends ExampleBase[OpenAIChatCompletionStreamedService] { + + // thinking process ends with + private val omitThinkingOutput = true + + override val service: OpenAIChatCompletionStreamedService = { + val vanillaService = ChatCompletionProvider.fireworks + + if (omitThinkingOutput) + OpenAIChatCompletionIOConversionAdapter( + vanillaService, + outputChunkMessageConversion = Some(MessageConversions.filterOutToThinkEndFlow) + ) + else + vanillaService + } + + private val fireworksModelPrefix = "accounts/fireworks/models/" + + private val messages = Seq( + SystemMessage("You are a helpful assistant. Be short."), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.deepseek_r1 + + override protected def run: Future[_] = + service + .createChatCompletionStreamed( + messages = messages, + settings = CreateChatCompletionSettings( + model = fireworksModelPrefix + modelId, + temperature = Some(0.01), + max_tokens = Some(2048), + top_p = Some(0.9), + presence_penalty = Some(0) + ) + ) + .runWith( + Sink.foreach { completion => + val content = completion.choices.headOption.flatMap(_.delta.content) + print(content.getOrElse("")) + } + ) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionWithDeepseek.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionWithDeepseek.scala new file mode 100644 index 00000000..b5757fe2 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionWithDeepseek.scala @@ -0,0 +1,54 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService +import io.cequence.openaiscala.service.adapter.{MessageConversions, OpenAIServiceAdapters} + +import scala.concurrent.Future + +/** + * Requires `FIREWORKS_API_KEY` environment variable to be set. + * + * Check out [[ChatCompletionInputAdapterForFireworksAI]] for a more complex example with an + * input adapter + */ +object FireworksAICreateChatCompletionWithDeepseek extends ExampleBase[OpenAIChatCompletionService] { + + // thinking process ends with + private val omitThinkingOutput = true + + override val service: OpenAIChatCompletionService = { + val adapters = OpenAIServiceAdapters.forChatCompletionService + val vanillaService = ChatCompletionProvider.fireworks + + if (omitThinkingOutput) + adapters.chatCompletionOutput(MessageConversions.filterOutToThinkEnd)(vanillaService) + else + vanillaService + } + + private val fireworksModelPrefix = "accounts/fireworks/models/" + + private val messages = Seq( + SystemMessage("You are a helpful assistant."), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.deepseek_r1 // llama_v3p1_405b_instruct + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = fireworksModelPrefix + modelId, + temperature = Some(0.1), + max_tokens = Some(2048), + top_p = Some(0.9), + presence_penalty = Some(0) + ) + ) + .map(printMessageContent) +} From 90da27858067640793e9989a076f6188ef707387 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 31 Jan 2025 12:57:36 +0100 Subject: [PATCH 158/404] Groq - deepseek r1 distill llama 70b example --- .../nonopenai/GroqCreateChatCompletion.scala | 2 +- ...oqCreateChatCompletionWithDeepseekR1.scala | 38 +++++++++++++++++++ 2 files changed, 39 insertions(+), 1 deletion(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala index 5eb04a3f..22d65b72 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletion.scala @@ -19,7 +19,7 @@ object GroqCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] UserMessage("What is the weather like in Norway?") ) - private val modelId = NonOpenAIModelId.deepseek_r1_distill_llama_70b + private val modelId = NonOpenAIModelId.llama_3_3_70b_versatile override protected def run: Future[_] = service diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala new file mode 100644 index 00000000..6f70e4df --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala @@ -0,0 +1,38 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.settings.GroqCreateChatCompletionSettingsOps._ +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +/** + * Requires `GROQ_API_KEY` environment variable to be set. + */ +object GroqCreateChatCompletionWithDeepseekR1 + extends ExampleBase[OpenAIChatCompletionService] { + + override val service: OpenAIChatCompletionService = ChatCompletionProvider.groq + + private val messages = Seq( + SystemMessage("You are a helpful assistant."), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.deepseek_r1_distill_llama_70b + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + temperature = Some(0.1) + ).setReasoningFormat(ReasoningFormat.hidden) + .setMaxCompletionTokens(2048) + .setJsonMode(false) + ) + .map(printMessageContent) +} From 5cc8392e36b5af70a8a00fb55c3f2b8fbaee55ab Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 31 Jan 2025 13:38:30 +0100 Subject: [PATCH 159/404] Formatting --- .../FireworksAICreateChatCompletionWithDeepseek.scala | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionWithDeepseek.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionWithDeepseek.scala index b5757fe2..8e2960ae 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionWithDeepseek.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletionWithDeepseek.scala @@ -14,7 +14,8 @@ import scala.concurrent.Future * Check out [[ChatCompletionInputAdapterForFireworksAI]] for a more complex example with an * input adapter */ -object FireworksAICreateChatCompletionWithDeepseek extends ExampleBase[OpenAIChatCompletionService] { +object FireworksAICreateChatCompletionWithDeepseek + extends ExampleBase[OpenAIChatCompletionService] { // thinking process ends with private val omitThinkingOutput = true From 97629b633ee1ed84f67240c48919ac986e2f10fd Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Sat, 1 Feb 2025 15:45:01 +0100 Subject: [PATCH 160/404] O3 models added --- .../src/main/scala/io/cequence/openaiscala/domain/ModelId.scala | 2 ++ 1 file changed, 2 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala index 09c58627..90c1fb7c 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/ModelId.scala @@ -162,6 +162,8 @@ object ModelId { val gpt_3_5_turbo_1106 = "gpt-3.5-turbo-1106" // Q*/Strawberry + val o3_mini = "o3-mini" + val o3_mini_2025_01_31 = "o3-mini-2025-01-31" val o1 = "o1" val o1_2024_12_17 = "o1-2024-12-17" val o1_preview = "o1-preview" From 45fab5d699d153ac62cfb6a9ed496a05ca345415 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Sat, 1 Feb 2025 15:46:15 +0100 Subject: [PATCH 161/404] Special treatment of o3-mini models - chat completion settings params and json schema mode --- .../impl/OpenAIChatCompletionServiceImpl.scala | 12 +++++++----- .../service/OpenAIChatCompletionExtra.scala | 10 ++++++---- .../ChatCompletionSettingsConversions.scala | 18 +++++++++--------- 3 files changed, 22 insertions(+), 18 deletions(-) diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala index 4d7b4c40..a28b95e9 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/impl/OpenAIChatCompletionServiceImpl.scala @@ -61,9 +61,11 @@ trait ChatCompletionBodyMaker { ModelId.o1_mini_2024_09_12 ) - private val o1Models = Set( + private val regularO1Or3Models = Set( ModelId.o1, - ModelId.o1_2024_12_17 + ModelId.o1_2024_12_17, + ModelId.o3_mini, + ModelId.o3_mini_2025_01_31 ) protected def createBodyParamsForChatCompletion( @@ -82,12 +84,12 @@ trait ChatCompletionBodyMaker { val messageJsons = messagesFinal.map(Json.toJson(_)(messageWrites)) - // O1 models needs some special treatment... revisit this later + // O1/3 models need some special treatment... revisit this later val settingsFinal = if (o1PreviewModels.contains(settings.model)) ChatCompletionSettingsConversions.o1Preview(settings) - else if (o1Models.contains(settings.model)) - ChatCompletionSettingsConversions.o1(settings) + else if (regularO1Or3Models.contains(settings.model)) + ChatCompletionSettingsConversions.o1And3(settings) else settings diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 44637449..2c00b68e 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -126,18 +126,20 @@ object OpenAIChatCompletionExtra { } } - private val defaultJsonSchemaModels = Seq( + private val defaultModelsSupportingJsonSchema = Seq( ModelId.gpt_4o_2024_08_06, ModelId.gpt_4o_2024_11_20, ModelId.o1, - ModelId.o1_2024_12_17 - ).flatMap(id => Seq(id, "openai-" + id)) + ModelId.o1_2024_12_17, + ModelId.o3_mini, + ModelId.o3_mini_2025_01_31 + ).flatMap(id => Seq(id, "openai-" + id, "azure-" + id)) def handleOutputJsonSchema( messages: Seq[BaseMessage], settings: CreateChatCompletionSettings, taskNameForLogging: String, - jsonSchemaModels: Seq[String] = defaultJsonSchemaModels + jsonSchemaModels: Seq[String] = defaultModelsSupportingJsonSchema ): (Seq[BaseMessage], CreateChatCompletionSettings) = { val jsonSchemaDef = settings.jsonSchema.getOrElse( throw new IllegalArgumentException("JSON schema is not defined but expected.") diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala index 78907ea7..31e86c56 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -34,7 +34,7 @@ object ChatCompletionSettingsConversions { } else acc } - private val o1BaseConversions = Seq( + private val oBaseConversions = Seq( // max tokens FieldConversionDef( _.max_tokens.isDefined, @@ -44,14 +44,14 @@ object ChatCompletionSettingsConversions { extra_params = settings.extra_params + ("max_completion_tokens" -> settings.max_tokens.get) ), - Some("O1 models don't support max_tokens, converting to max_completion_tokens") + Some("O1/3 models don't support max_tokens, converting to max_completion_tokens") ), // temperature FieldConversionDef( settings => settings.temperature.isDefined && settings.temperature.get != 1, _.copy(temperature = Some(1d)), Some( - "O1 models don't support temperature values other than the default of 1, converting to 1." + "O1/3 models don't support temperature values other than the default of 1, converting to 1." ), warning = true ), @@ -60,7 +60,7 @@ object ChatCompletionSettingsConversions { settings => settings.top_p.isDefined && settings.top_p.get != 1, _.copy(top_p = Some(1d)), Some( - "O1 models don't support top p values other than the default of 1, converting to 1." + "O1/3 models don't support top p values other than the default of 1, converting to 1." ), warning = true ), @@ -69,7 +69,7 @@ object ChatCompletionSettingsConversions { settings => settings.presence_penalty.isDefined && settings.presence_penalty.get != 0, _.copy(presence_penalty = Some(0d)), Some( - "O1 models don't support presence penalty values other than the default of 0, converting to 0." + "O1/3 models don't support presence penalty values other than the default of 0, converting to 0." ), warning = true ), @@ -78,7 +78,7 @@ object ChatCompletionSettingsConversions { settings => settings.frequency_penalty.isDefined && settings.frequency_penalty.get != 0, _.copy(frequency_penalty = Some(0d)), Some( - "O1 models don't support frequency penalty values other than the default of 0, converting to 0." + "O1/3 models don't support frequency penalty values other than the default of 0, converting to 0." ), warning = true ), @@ -87,14 +87,14 @@ object ChatCompletionSettingsConversions { settings => settings.parallel_tool_calls.isDefined, _.copy(parallel_tool_calls = None), Some( - "O1 models don't support parallel tool calls, converting to None." + "O1/3 models don't support parallel tool calls, converting to None." ), warning = true ) ) private val o1PreviewConversions = - o1BaseConversions :+ + oBaseConversions :+ // response format type FieldConversionDef( settings => @@ -106,7 +106,7 @@ object ChatCompletionSettingsConversions { warning = true ) - val o1: SettingsConversion = generic(o1BaseConversions) + val o1And3: SettingsConversion = generic(oBaseConversions) val o1Preview: SettingsConversion = generic(o1PreviewConversions) From ba94a4b0e7cdc6e3e2a21b8ba6f2349747b249ce Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Sat, 1 Feb 2025 15:46:53 +0100 Subject: [PATCH 162/404] New example: O3 mini with json schema --- .../CreateChatCompletionJsonWithO3Mini.scala | 39 +++++++++++++++++++ 1 file changed, 39 insertions(+) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonWithO3Mini.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonWithO3Mini.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonWithO3Mini.scala new file mode 100644 index 00000000..f663ee46 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonWithO3Mini.scala @@ -0,0 +1,39 @@ +package io.cequence.openaiscala.examples + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings +} +import io.cequence.openaiscala.examples.fixtures.TestFixtures +import io.cequence.openaiscala.service.OpenAIServiceConsts +import play.api.libs.json.{JsObject, Json} +import io.cequence.openaiscala.service.OpenAIChatCompletionExtra._ + +import scala.concurrent.Future + +object CreateChatCompletionJsonWithO3Mini + extends Example + with TestFixtures + with OpenAIServiceConsts { + + private val messages: Seq[BaseMessage] = Seq( + SystemMessage(capitalsPrompt), + UserMessage("List only african countries") + ) + + override protected def run: Future[_] = + service + .createChatCompletionWithJSON[JsObject]( + messages = messages, + settings = CreateChatCompletionSettings( + model = ModelId.o3_mini, + max_tokens = Some(5000), + response_format_type = Some(ChatCompletionResponseFormatType.json_schema), + jsonSchema = Some(capitalsSchemaDef1) + ) + ) + .map { json => + println(Json.prettyPrint(json)) + } +} From d63cf109031051e682581f36b7837c8ecb925418 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Sun, 2 Feb 2025 19:24:42 +0100 Subject: [PATCH 163/404] Deepseek r1 models on Together AI added --- .../openaiscala/domain/NonOpenAIModelId.scala | 17 +++++++++++++---- 1 file changed, 13 insertions(+), 4 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 63cc63a8..2b8a9487 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -242,13 +242,22 @@ object NonOpenAIModelId { val grok_vision_beta = "grok-vision-beta" // Deepseek - val deepseek_r1_distill_llama_70b = "deepseek-r1-distill-llama-70b" // Groq and Cerebras - // context 64K, 4K (8KBeta) - val deepseek_r1 = "deepseek-r1" // Fireworks - val deepseek_ai_deepseek_r1 = "deepseek-ai/DeepSeek-R1" // Together AI val deepseek_chat = "deepseek-chat" // Deepseek val deepseek_coder = "deepseek-coder" // Deepseek val deepseek_reasoner = "deepseek-reasoner" // Deepseek + val deepseek_r1_distill_llama_70b = + "deepseek-r1-distill-llama-70b" // Groq, Cerebras and Fireworks + val deepseek_ai_deepSeek_r1_distill_llama_70b_free = + "deepseek-ai/DeepSeek-R1-Distill-Llama-70B-free" // Together AI + val deepseek_ai_deepSeek_r1_distill_llama_70b = + "deepseek-ai/DeepSeek-R1-Distill-Llama-70B" // Together AI + val deepseek_ai_deepSeek_r1_distill_qwen_14b = + "deepseek-ai/DeepSeek-R1-Distill-Qwen-14B" // Together AI + val deepseek_ai_deepSeek_r1_distill_qwen_1_5b = + "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B" // Together AI + val deepseek_ai_deepseek_r1 = "deepseek-ai/DeepSeek-R1" // Together AI + // context 64K, 4K (8KBeta) + val deepseek_r1 = "deepseek-r1" // Fireworks val deepseek_v3 = "deepseek-v3" // Fireworks val deepseek_v2_lite_chat = "deepseek-v2-lite-chat" // Fireworks val deepseek_ai_deepseek_v3 = "deepseek-ai/DeepSeek-V3" // Together AI From 2380eef156726f50c50e854a0c43dac3423b80a2 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Sun, 2 Feb 2025 19:28:08 +0100 Subject: [PATCH 164/404] Together AI models - lowercase --- .../io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 8 ++++---- .../nonopenai/TogetherAICreateChatCompletion.scala | 5 +++-- 2 files changed, 7 insertions(+), 6 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 2b8a9487..7f23f3d9 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -247,13 +247,13 @@ object NonOpenAIModelId { val deepseek_reasoner = "deepseek-reasoner" // Deepseek val deepseek_r1_distill_llama_70b = "deepseek-r1-distill-llama-70b" // Groq, Cerebras and Fireworks - val deepseek_ai_deepSeek_r1_distill_llama_70b_free = + val deepseek_ai_deepseek_r1_distill_llama_70b_free = "deepseek-ai/DeepSeek-R1-Distill-Llama-70B-free" // Together AI - val deepseek_ai_deepSeek_r1_distill_llama_70b = + val deepseek_ai_deepseek_r1_distill_llama_70b = "deepseek-ai/DeepSeek-R1-Distill-Llama-70B" // Together AI - val deepseek_ai_deepSeek_r1_distill_qwen_14b = + val deepseek_ai_deepseek_r1_distill_qwen_14b = "deepseek-ai/DeepSeek-R1-Distill-Qwen-14B" // Together AI - val deepseek_ai_deepSeek_r1_distill_qwen_1_5b = + val deepseek_ai_deepseek_r1_distill_qwen_1_5b = "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B" // Together AI val deepseek_ai_deepseek_r1 = "deepseek-ai/DeepSeek-R1" // Together AI // context 64K, 4K (8KBeta) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala index 927674f8..70e1ff52 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/TogetherAICreateChatCompletion.scala @@ -19,7 +19,8 @@ object TogetherAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionSe UserMessage("What is the weather like in Norway?") ) - private val modelId = NonOpenAIModelId.deepseek_ai_deepseek_v3 // yi_34b_chat + private val modelId = + NonOpenAIModelId.deepseek_ai_deepseek_r1_distill_llama_70b_free // deepseek_ai_deepseek_v3 override protected def run: Future[_] = service @@ -28,7 +29,7 @@ object TogetherAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionSe settings = CreateChatCompletionSettings( model = modelId, temperature = Some(0.1), - max_tokens = Some(512), + max_tokens = Some(1024), top_p = Some(0.9), presence_penalty = Some(0) ) From 0fe1cb3cfd506c5e3d42534508f0d3aa922aaf36 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Sun, 2 Feb 2025 20:57:53 +0100 Subject: [PATCH 165/404] Github CI - upload-artifact version bump to v4 --- .github/workflows/continuous-integration.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml index aecea1ef..01a0ee6f 100644 --- a/.github/workflows/continuous-integration.yml +++ b/.github/workflows/continuous-integration.yml @@ -65,7 +65,7 @@ jobs: run: sbt ++${{ matrix.scala }} clean testWithCoverage - name: Upload coverage report (all) - uses: actions/upload-artifact@v3.1.0 + uses: actions/upload-artifact@v4 with: name: coverage-report-${{ matrix.scala }} path: ${{github.workspace}}/target/scala-${{ matrix.scala }}/coverage-report From 5ae69f2b3773ce08a31d1799381e58f0a05f3b3c Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 7 Feb 2025 13:39:18 +0100 Subject: [PATCH 166/404] Full list of Google Gemini models added including the newest Gemini 2.0 pro and flash 02-05 --- .../openaiscala/domain/NonOpenAIModelId.scala | 45 ++++++++++++++----- 1 file changed, 34 insertions(+), 11 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 7f23f3d9..89b980ea 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -163,22 +163,45 @@ object NonOpenAIModelId { val qwen1_5_7b_chat = "Qwen/Qwen1.5-7B-Chat" // Together AI val qwen2_72b_instruct = "Qwen/Qwen2-72B-Instruct" // Together AI - // Google Vertex AI + // Google Gemini and Vertex AI + val gemini_2_0_pro_exp_02_05 = "gemini-2.0-pro-exp-02-05" + val gemini_2_0_pro_exp = "gemini-2.0-pro-exp" + val gemini_2_0_flash_thinking_exp_01_21 = "gemini-2.0-flash-thinking-exp-01-21" val gemini_2_0_flash_thinking_exp_1219 = "gemini-2.0-flash-thinking-exp-1219" + val gemini_2_0_flash_thinking_exp = "gemini-2.0-flash-thinking-exp" + val gemini_2_0_flash_lite_preview_02_05 = "gemini-2.0-flash-lite-preview-02-05" + val gemini_2_0_flash_lite_preview = "gemini-2.0-flash-lite-preview" + val gemini_2_0_flash_001 = "gemini-2.0-flash-001" + val gemini_2_0_flash = "gemini-2.0-flash" val gemini_2_0_flash_exp = "gemini-2.0-flash-exp" - val gemini_flash_experimental = "gemini-flash-experimental" - val gemini_pro_experimental = "gemini-pro-experimental" - val gemini_experimental = "gemini-experimental" - val gemini_1_5_pro_latest = "gemini-1.5-pro-latest" - val gemini_1_5_pro_002 = "gemini-1.5-pro-002" - val gemini_1_5_pro_001 = "gemini-1.5-pro-001" - val gemini_1_5_flash_latest = "gemini-1.5-flash-latest" - val gemini_1_5_flash_002 = "gemini-1.5-flash-002" - val gemini_1_5_flash_001 = "gemini-1.5-flash-001" + + val gemini_1_5_flash_8b_exp_0924 = "gemini-1.5-flash-8b-exp-0924" + val gemini_1_5_flash_8b_exp_0827 = "gemini-1.5-flash-8b-exp-0827" val gemini_1_5_flash_8b_latest = "gemini-1.5-flash-8b-latest" val gemini_1_5_flash_8b_001 = "gemini-1.5-flash-8b-001" - val gemini_1_0_pro_001 = "gemini-1.0-pro-001" + val gemini_1_5_flash_8b = "gemini-1.5-flash-8b" + val gemini_1_5_flash_002 = "gemini-1.5-flash-002" + val gemini_1_5_flash = "gemini-1.5-flash" + val gemini_1_5_flash_001_tuning = "gemini-1.5-flash-001-tuning" + val gemini_1_5_flash_001 = "gemini-1.5-flash-001" + val gemini_1_5_flash_latest = "gemini-1.5-flash-latest" + val gemini_1_5_pro = "gemini-1.5-pro" + val gemini_1_5_pro_002 = "gemini-1.5-pro-002" + val gemini_1_5_pro_001 = "gemini-1.5-pro-001" + val gemini_1_5_pro_latest = "gemini-1.5-pro-latest" + val gemini_1_0_pro_vision_001 = "gemini-1.0-pro-vision-001" + val gemini_1_0_pro_vision_latest = "gemini-1.0-pro-vision-latest" + val gemini_1_0_pro_001 = "gemini-1.0-pro-001" + val gemini_1_0_pro = "gemini-1.0-pro" + val gemini_1_0_pro_latest = "gemini-1.0-pro-latest" + + val gemini_pro = "gemini-pro" + val gemini_pro_vision = "gemini-pro-vision" + val gemini_exp_1206 = "gemini-exp-1206" + val gemini_flash_experimental = "gemini-flash-experimental" + val gemini_pro_experimental = "gemini-pro-experimental" + val gemini_experimental = "gemini-experimental" val text_embedding_004 = "text-embedding-004" // Other From 49f5f2901f86ad22d5e502b246d675a6b3104f1c Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 10 Feb 2025 12:32:27 +0100 Subject: [PATCH 167/404] New module / project - Google Gemini --- google-gemini-client/build.sbt | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 google-gemini-client/build.sbt diff --git a/google-gemini-client/build.sbt b/google-gemini-client/build.sbt new file mode 100644 index 00000000..eb81be24 --- /dev/null +++ b/google-gemini-client/build.sbt @@ -0,0 +1,14 @@ +import Dependencies.Versions._ + +name := "openai-scala-google-gemini-client" + +description := "Scala client for Google Gemini API implemented using Play WS lib." + +libraryDependencies ++= Seq( + "io.cequence" %% "ws-client-core" % wsClient, + "io.cequence" %% "ws-client-play" % wsClient, + "io.cequence" %% "ws-client-play-stream" % wsClient, + "org.scalactic" %% "scalactic" % "3.2.18", + "org.scalatest" %% "scalatest" % "3.2.18" % Test, + "org.scalamock" %% "scalamock" % scalaMock % Test +) From bff253d5691a2fb51a8ff41a720f8fd7bfd0f92a Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 10 Feb 2025 12:33:28 +0100 Subject: [PATCH 168/404] Google gemini - domain classes: request (settings), response, and shared --- .../openaiscala/gemini/domain/ChatRole.scala | 14 + .../openaiscala/gemini/domain/Content.scala | 173 +++++++++++ .../gemini/domain/HarmCategory.scala | 96 ++++++ .../openaiscala/gemini/domain/Modality.scala | 23 ++ .../openaiscala/gemini/domain/Model.scala | 55 ++++ .../openaiscala/gemini/domain/Tool.scala | 179 ++++++++++++ .../response/GenerateContentResponse.scala | 276 ++++++++++++++++++ .../response/GroundingAttribution.scala | 182 ++++++++++++ .../domain/response/ListModelsResponse.scala | 17 ++ .../settings/GenerateContentSettings.scala | 68 +++++ .../domain/settings/GenerationConfig.scala | 32 ++ 11 files changed, 1115 insertions(+) create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/ChatRole.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Content.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/HarmCategory.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Modality.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Model.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Tool.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GroundingAttribution.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/ListModelsResponse.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerateContentSettings.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerationConfig.scala diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/ChatRole.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/ChatRole.scala new file mode 100644 index 00000000..46943545 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/ChatRole.scala @@ -0,0 +1,14 @@ +package io.cequence.openaiscala.gemini.domain + +import io.cequence.wsclient.domain.EnumValue + +sealed trait ChatRole extends EnumValue { + override def toString: String = super.toString.toLowerCase +} + +object ChatRole { + case object User extends ChatRole + case object Model extends ChatRole + + def values: Seq[ChatRole] = Seq(User, Model) +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Content.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Content.scala new file mode 100644 index 00000000..12f6c205 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Content.scala @@ -0,0 +1,173 @@ +package io.cequence.openaiscala.gemini.domain + +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.wsclient.domain.EnumValue + +case class Content( + parts: Seq[Part], + role: Option[ChatRole] +) + +object Content { + def apply(parts: Part*): Content = Content(parts, None) + def apply(role: ChatRole, parts: Part*): Content = Content(parts, Some(role)) + def textPart(text: String, role: ChatRole): Content = apply(role, Part.TextPart(text)) +} + +sealed trait PartPrefix extends EnumValue + +object PartPrefix { + case object text extends PartPrefix + case object inlineData extends PartPrefix + case object functionCall extends PartPrefix + case object functionResponse extends PartPrefix + case object fileData extends PartPrefix + case object executableCode extends PartPrefix + case object codeExecutionResult extends PartPrefix + + def values: Seq[PartPrefix] = Seq( + text, + inlineData, + functionCall, + functionResponse, + fileData, + executableCode, + codeExecutionResult + ) + + def of(value: String): PartPrefix = values.find(_.toString() == value).getOrElse { + throw new OpenAIScalaClientException(s"Unknown partPrefix: $value") + } +} + +sealed trait Part { + val prefix: PartPrefix +} + +object Part { + + /** + * Prefix: none + * + * @param text + */ + case class TextPart(text: String) extends Part { + override val prefix: PartPrefix = PartPrefix.text + } + + /** + * Prefix: inlineData + * + * Blob of data. Inline media bytes. + * @param mimeType + * The IANA standard MIME type of the source data. Examples: - image/png - image/jpeg If an + * unsupported MIME type is provided, an error will be returned. For a complete list of + * supported types, see Supported file formats. + * @param data + * Raw bytes for media formats. A base64-encoded string. + */ + case class InlineDataPart( + mimeType: String, + data: String + ) extends Part { + override val prefix: PartPrefix = PartPrefix.inlineData + } + + /** + * Prefix: functionCall + * + * A predicted FunctionCall returned from the model that contains a string representing the + * FunctionDeclaration.name with the arguments and their values. + * + * @param id + * The unique id of the function call. If populated, the client to execute the functionCall + * and return the response with the matching id. + * @param name + * Required. The name of the function to call. Must be a-z, A-Z, 0-9, or contain + * underscores and dashes, with a maximum length of 63. + * @param args + * Optional. The function parameters and values in JSON object format. + */ + case class FunctionCallPart( + id: Option[String], + name: String, + args: Map[String, Any] = Map.empty + ) extends Part { + override val prefix: PartPrefix = PartPrefix.functionCall + } + + /** + * Prefix: functionResponse + * + * The result output of a FunctionCall that contains a string representing the + * FunctionDeclaration.name and a structured JSON object containing any output from the + * function is used as context to the model. + * + * @param id + * The id of the function call this response is for. Populated by the client to match the + * corresponding function call id. + * @param name + * The name of the function to call. Must be a-z, A-Z, 0-9, or contain underscores and + * dashes, with a maximum length of 63. + * @param response + * The function response in JSON object format. + */ + case class FunctionResponsePart( + id: Option[String], + name: String, + response: Map[String, Any] + ) extends Part { + override val prefix: PartPrefix = PartPrefix.functionResponse + } + + /** + * Prefix: fileData + * + * URI based data. + * @param mimeType + * Optional. The IANA standard MIME type of the source data. + * @param fileUri + * Required. URI. + */ + case class FileDataPart( + mimeType: Option[String], + fileUri: String + ) extends Part { + override val prefix: PartPrefix = PartPrefix.fileData + } + + /** + * Prefix: executableCode + * + * Code generated by the model that is meant to be executed, and the result returned to the + * model. Only generated when using the CodeExecution tool, in which the code will be + * automatically executed, and a corresponding CodeExecutionResult will also be generated. + * + * @param language + * Required. Programming language of the code. + * @param code + * Required. The code to be executed. + */ + case class ExecutableCodePart( + language: String, // TODO: enum + code: String + ) extends Part { + override val prefix: PartPrefix = PartPrefix.executableCode + } + + /** + * Prefix: codeExecutionResult + * + * @param outcome + * Required. Outcome of the code execution. + * @param output + * Optional. Contains stdout when code execution is successful, stderr or other description + * otherwise. + */ + case class CodeExecutionResultPart( + outcome: String, // TODO: enum + output: Option[String] + ) extends Part { + override val prefix: PartPrefix = PartPrefix.codeExecutionResult + } +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/HarmCategory.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/HarmCategory.scala new file mode 100644 index 00000000..8b2edea6 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/HarmCategory.scala @@ -0,0 +1,96 @@ +package io.cequence.openaiscala.gemini.domain + +import io.cequence.wsclient.domain.EnumValue + +sealed trait HarmCategory extends EnumValue + +object HarmCategory { + // Category is unspecified. + case object HARM_CATEGORY_UNSPECIFIED extends HarmCategory + // PaLM - Negative or harmful comments targeting identity and/or protected attribute. + case object HARM_CATEGORY_DEROGATORY extends HarmCategory + // PaLM - Content that is rude, disrespectful, or profane. + case object HARM_CATEGORY_TOXICITY extends HarmCategory + // PaLM - Describes scenarios depicting violence against an individual or group, or general descriptions of gore. + case object HARM_CATEGORY_VIOLENCE extends HarmCategory + // PaLM - Contains references to sexual acts or other lewd content. + case object HARM_CATEGORY_SEXUAL extends HarmCategory + // PaLM - Promotes unchecked medical advice. + case object HARM_CATEGORY_MEDICAL extends HarmCategory + // PaLM - Dangerous content that promotes, facilitates, or encourages harmful acts. + case object HARM_CATEGORY_DANGEROUS extends HarmCategory + // Gemini - Harassment content. + case object HARM_CATEGORY_HARASSMENT extends HarmCategory + // Gemini - Hate speech and content. + case object HARM_CATEGORY_HATE_SPEECH extends HarmCategory + // Gemini - Sexually explicit content. + case object HARM_CATEGORY_SEXUALLY_EXPLICIT extends HarmCategory + // Gemini - Dangerous content. + case object HARM_CATEGORY_DANGEROUS_CONTENT extends HarmCategory + // Gemini - Content that may be used to harm civic integrity. + case object HARM_CATEGORY_CIVIC_INTEGRITY extends HarmCategory + + def values: Seq[HarmCategory] = Seq( + HARM_CATEGORY_UNSPECIFIED, + HARM_CATEGORY_DEROGATORY, + HARM_CATEGORY_TOXICITY, + HARM_CATEGORY_VIOLENCE, + HARM_CATEGORY_SEXUAL, + HARM_CATEGORY_MEDICAL, + HARM_CATEGORY_DANGEROUS, + HARM_CATEGORY_HARASSMENT, + HARM_CATEGORY_HATE_SPEECH, + HARM_CATEGORY_SEXUALLY_EXPLICIT, + HARM_CATEGORY_DANGEROUS_CONTENT, + HARM_CATEGORY_CIVIC_INTEGRITY + ) +} + +sealed trait HarmBlockThreshold extends EnumValue + +object HarmBlockThreshold { + // Threshold is unspecified. + case object HARM_BLOCK_THRESHOLD_UNSPECIFIED extends HarmBlockThreshold + // Content with NEGLIGIBLE will be allowed. + case object BLOCK_LOW_AND_ABOVE extends HarmBlockThreshold + // Content with NEGLIGIBLE and LOW will be allowed. + case object BLOCK_MEDIUM_AND_ABOVE extends HarmBlockThreshold + // Content with NEGLIGIBLE, LOW, and MEDIUM will be allowed. + case object BLOCK_ONLY_HIGH extends HarmBlockThreshold + // All content will be allowed. + case object BLOCK_NONE extends HarmBlockThreshold + // Turn off the safety filter. + case object OFF extends HarmBlockThreshold + + def values: Seq[HarmBlockThreshold] = Seq( + HARM_BLOCK_THRESHOLD_UNSPECIFIED, + BLOCK_LOW_AND_ABOVE, + BLOCK_MEDIUM_AND_ABOVE, + BLOCK_ONLY_HIGH, + BLOCK_NONE, + OFF + ) +} + +sealed trait HarmProbability extends EnumValue + +object HarmProbability { + // Probability is unspecified. + case object HARM_PROBABILITY_UNSPECIFIED extends HarmProbability + // Content has a negligible chance of being unsafe. + case object NEGLIGIBLE extends HarmProbability + // Content has a low chance of being unsafe. + case object LOW extends HarmProbability + // Content has a medium chance of being unsafe. + case object MEDIUM extends HarmProbability + // Content has a high chance of being unsafe. + case object HIGH extends HarmProbability + + def values: Seq[HarmProbability] = Seq( + HARM_PROBABILITY_UNSPECIFIED, + NEGLIGIBLE, + LOW, + MEDIUM, + HIGH + ) +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Modality.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Modality.scala new file mode 100644 index 00000000..3ddd3c35 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Modality.scala @@ -0,0 +1,23 @@ +package io.cequence.openaiscala.gemini.domain + +import io.cequence.wsclient.domain.EnumValue + +sealed trait Modality extends EnumValue + +object Modality { + case object MODALITY_UNSPECIFIED extends Modality + case object TEXT extends Modality + case object IMAGE extends Modality + case object VIDEO extends Modality + case object AUDIO extends Modality + case object DOCUMENT extends Modality + + def values: Seq[Modality] = Seq( + MODALITY_UNSPECIFIED, + TEXT, + IMAGE, + VIDEO, + AUDIO, + DOCUMENT + ) +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Model.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Model.scala new file mode 100644 index 00000000..f4e01fd2 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Model.scala @@ -0,0 +1,55 @@ +package io.cequence.openaiscala.gemini.domain + +/** + * @param name + * Required. The resource name of the Model. Refer to Model variants for all allowed values. + * Format: models/{model} with a {model} naming convention of: "{baseModelId}-{version}" + * Examples: models/gemini-1.5-flash-001 + * @param baseModelId + * Required. The name of the base model, pass this to the generation request. Examples: + * gemini-1.5-flash + * @param version + * Required. The version number of the model. This represents the major version (1.0 or 1.5) + * @param displayName + * The human-readable name of the model. E.g. "Gemini 1.5 Flash". The name can be up to 128 + * characters long and can consist of any UTF-8 characters. + * @param description + * A short description of the model. + * @param inputTokenLimit + * Maximum number of input tokens allowed for this model. + * @param outputTokenLimit + * Maximum number of output tokens available for this model. + * @param supportedGenerationMethods + * The model's supported generation methods. The corresponding API method names are defined + * as Pascal case strings, such as generateMessage and generateContent. + * @param temperature + * Controls the randomness of the output. Values can range over [0.0,maxTemperature], + * inclusive. A higher value will produce responses that are more varied, while a value + * closer to 0.0 will typically result in less surprising responses from the model. This + * value specifies default to be used by the backend while making the call to the model. + * @param maxTemperature + * The maximum temperature this model can use. + * @param topP + * For Nucleus sampling. Nucleus sampling considers the smallest set of tokens whose + * probability sum is at least topP. This value specifies default to be used by the backend + * while making the call to the model. + * @param topK + * For Top-k sampling. Top-k sampling considers the set of topK most probable tokens. This + * value specifies default to be used by the backend while making the call to the model. If + * empty, indicates the model doesn't use top-k sampling, and topK isn't allowed as a + * generation parameter. + */ +case class Model( + name: String, + baseModelId: Option[String], + version: String, + displayName: String, + description: String, + inputTokenLimit: Int, + outputTokenLimit: Int, + supportedGenerationMethods: Seq[String] = Nil, + temperature: Option[Double], + maxTemperature: Option[Double], + topP: Option[Double], + topK: Option[Int] +) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Tool.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Tool.scala new file mode 100644 index 00000000..cb4f2afd --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Tool.scala @@ -0,0 +1,179 @@ +package io.cequence.openaiscala.gemini.domain + +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.wsclient.domain.EnumValue + +sealed trait Tool { + val prefix: ToolPrefix +} + +object Tool { + + case class FunctionDeclarations( + functionDeclarations: Seq[FunctionDeclaration] + ) extends Tool { + override val prefix: ToolPrefix = ToolPrefix.functionDeclarations + } + + /** + * @param dynamicRetrievalConfig + * Specifies the dynamic retrieval configuration for the given source. + */ + case class GoogleSearchRetrieval( + dynamicRetrievalConfig: DynamicRetrievalConfig + ) extends Tool { + override val prefix: ToolPrefix = ToolPrefix.googleSearchRetrieval + } + + // no fields + case object CodeExecution extends Tool { + override val prefix: ToolPrefix = ToolPrefix.codeExecution + } + + // no fields + case object GoogleSearch extends Tool { + override val prefix: ToolPrefix = ToolPrefix.googleSearch + } +} + +sealed trait ToolPrefix extends EnumValue + +object ToolPrefix { + case object functionDeclarations extends ToolPrefix + case object googleSearchRetrieval extends ToolPrefix + case object codeExecution extends ToolPrefix + case object googleSearch extends ToolPrefix + + def values: Seq[ToolPrefix] = Seq( + functionDeclarations, + googleSearchRetrieval, + codeExecution, + googleSearch + ) + + def of(value: String): ToolPrefix = values.find(_.toString() == value).getOrElse { + throw new OpenAIScalaClientException(s"Unknown partPrefix: $value") + } +} + +/** + * Structured representation of a function declaration as defined by the OpenAPI 3.03 + * specification. Included in this declaration are the function name and parameters. This + * FunctionDeclaration is a representation of a block of code that can be used as a Tool by the + * model and executed by the client. + * + * @param name + * Required. The name of the function. Must be a-z, A-Z, 0-9, or contain underscores and + * dashes, with a maximum length of 63. + * @param description + * Required. A brief description of the function. + * @param parameters + * Optional. Describes the parameters to this function. Reflects the Open API 3.03 Parameter + * Object string Key: the name of the parameter. Parameter names are case sensitive. Schema + * Value: the Schema defining the type used for the parameter. + * @param response + * Optional. Describes the output from this function in JSON Schema format. Reflects the Open + * API 3.03 Response Object. The Schema defines the type used for the response value of the + * function. + */ +case class FunctionDeclaration( + name: String, + description: String, + parameters: Option[Schema] = None, + response: Option[Schema] = None +) + +/** + * The Schema object allows the definition of input and output data types. These types can be + * objects, but also primitives and arrays. Represents a select subset of an OpenAPI 3.0 schema + * object. + * + * @param `type` + * Required. Data type. + * @param format + * Optional. The format of the data. This is used only for primitive datatypes. Supported + * formats: for NUMBER type: float, double for INTEGER type: int32, int64 for STRING type: + * enum + * @param description + * Optional. A brief description of the parameter. This could contain examples of use. + * Parameter description may be formatted as Markdown. + * @param nullable + * Optional. Indicates if the value may be null. + * @param enum + * Optional. Possible values of the element of Type.STRING with enum format. For example we + * can define an Enum Direction as : {type:STRING, format:enum, enum:["EAST", NORTH", + * "SOUTH", "WEST"]} + * @param maxItems + * Optional. Maximum number of the elements for Type.ARRAY. + * @param minItems + * Optional. Minimum number of the elements for Type.ARRAY. + * @param properties + * Optional. Properties of Type.OBJECT. An object containing a list of "key": value pairs. + * @param required + * Optional. Required properties of Type.OBJECT. + * @param propertyOrdering + * Optional. The order of the properties. Not a standard field in open api spec. Used to + * determine the order of the properties in the response. + * @param items + * Optional. Schema of the elements of Type.ARRAY. + */ +case class Schema( + `type`: SchemaType, + format: Option[String] = None, + description: Option[String] = None, + nullable: Option[Boolean] = None, + enum: Option[Seq[String]] = None, + maxItems: Option[String] = None, + minItems: Option[String] = None, + properties: Option[Map[String, Schema]] = None, + required: Option[Seq[String]] = None, + propertyOrdering: Option[Seq[String]] = None, + items: Option[Schema] = None +) + +/** + * Describes the options to customize dynamic retrieval. + * + * @param mode + * The mode of the predictor to be used in dynamic retrieval. + * @param dynamicThreshold + * The threshold to be used in dynamic retrieval. If not set, a system default value is used. + */ +case class DynamicRetrievalConfig( + mode: DynamicRetrievalPredictorMode, + dynamicThreshold: Int // TODO: check if not double +) + +sealed trait DynamicRetrievalPredictorMode extends EnumValue + +object DynamicRetrievalPredictorMode { + case object MODE_UNSPECIFIED extends DynamicRetrievalPredictorMode + case object MODE_DYNAMIC extends DynamicRetrievalPredictorMode + + def values: Seq[DynamicRetrievalPredictorMode] = Seq( + MODE_UNSPECIFIED, + MODE_DYNAMIC + ) +} + +sealed trait SchemaType extends EnumValue + +object SchemaType { + case object TYPE_UNSPECIFIED extends SchemaType + case object STRING extends SchemaType + case object NUMBER extends SchemaType + case object INTEGER extends SchemaType + case object BOOLEAN extends SchemaType + case object ARRAY extends SchemaType + case object OBJECT extends SchemaType + + def values: Seq[SchemaType] = Seq( + TYPE_UNSPECIFIED, + STRING, + NUMBER, + INTEGER, + BOOLEAN, + ARRAY, + OBJECT + ) +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala new file mode 100644 index 00000000..6a2f0730 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala @@ -0,0 +1,276 @@ +package io.cequence.openaiscala.gemini.domain.response + +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.gemini.domain.Part.TextPart +import io.cequence.openaiscala.gemini.domain.{Content, HarmCategory, HarmProbability, Modality} +import io.cequence.wsclient.domain.EnumValue + +case class GenerateContentResponse( + candidates: Seq[Candidate] = Nil, + promptFeedback: Option[PromptFeedback] = None, + usageMetadata: UsageMetadata, + modelVersion: String +) { + def contentHeadTexts: Seq[String] = + candidates.headOption + .map(_.content.parts.collect { case TextPart(text) => text }) + .getOrElse( + throw new OpenAIScalaClientException( + s"No candidates in the Gemini generate content response for mode ${modelVersion}." + ) + ) + + def contentHeadText: String = + contentHeadTexts.mkString("\n") +} + +/** + * @param content + * Output only. Generated content returned from the model. + * @param finishReason + * Optional. Output only. The reason why the model stopped generating tokens. If empty, the + * model has not stopped generating tokens. + * @param safetyRatings + * List of ratings for the safety of a response candidate. There is at most one rating per + * category. + * @param citationMetadata + * Output only. Citation information for model-generated candidate. This field may be + * populated with recitation information for any text included in the content. These are + * passages that are "recited" from copyrighted material in the foundational LLM's training + * data. + * @param tokenCount + * Output only. Token count for this candidate. + * @param groundingAttributions + * Output only. Attribution information for sources that contributed to a grounded answer. + * This field is populated for GenerateAnswer calls. + * @param groundingMetadata + * Output only. Grounding metadata for the candidate. This field is populated for + * GenerateContent calls. + * @param avgLogprobs + * Output only. Average log probability score of the candidate. + * @param logprobsResult + * Output only. Log-likelihood scores for the response tokens and top tokens. + * @param index + * Output only. Index of the candidate in the list of response candidates. + */ +case class Candidate( + content: Content, + finishReason: Option[FinishReason] = None, + safetyRatings: Seq[SafetyRating] = Nil, + citationMetadata: Option[CitationMetadata] = None, + tokenCount: Option[Int] = None, + groundingAttributions: Seq[GroundingAttribution] = Nil, + groundingMetadata: Option[GroundingMetadata] = None, + avgLogprobs: Option[Double] = None, +// logprobsResult: Option[LogprobsResult] = None, TODO: cyclic ref to candidate + index: Option[Int] = None +) + +sealed trait FinishReason extends EnumValue + +object FinishReason { + // FINISH_REASON_UNSPECIFIED: Default value. This value is unused. + case object FINISH_REASON_UNSPECIFIED extends FinishReason + + // STOP: Natural stop point of the model or provided stop sequence. + case object STOP extends FinishReason + + // MAX_TOKENS: The maximum number of tokens as specified in the request was reached. + case object MAX_TOKENS extends FinishReason + + // SAFETY: The response candidate content was flagged for safety reasons. + case object SAFETY extends FinishReason + + // RECITATION: The response candidate content was flagged for recitation reasons. + case object RECITATION extends FinishReason + + // LANGUAGE: The response candidate content was flagged for using an unsupported language. + case object LANGUAGE extends FinishReason + + // OTHER: Unknown reason. + case object OTHER extends FinishReason + + // BLOCKLIST: Token generation stopped because the content contains forbidden terms. + case object BLOCKLIST extends FinishReason + + // PROHIBITED_CONTENT: Token generation stopped for potentially containing prohibited content. + case object PROHIBITED_CONTENT extends FinishReason + + // SPII: Token generation stopped because the content potentially contains Sensitive Personally Identifiable Information (SPII). + case object SPII extends FinishReason + + // MALFORMED_FUNCTION_CALL: The function call generated by the model is invalid. + case object MALFORMED_FUNCTION_CALL extends FinishReason + + // IMAGE_SAFETY: Token generation stopped because generated images contain safety violations. + case object IMAGE_SAFETY extends FinishReason + + def values: Seq[FinishReason] = Seq( + FINISH_REASON_UNSPECIFIED, + STOP, + MAX_TOKENS, + SAFETY, + RECITATION, + LANGUAGE, + OTHER, + BLOCKLIST, + PROHIBITED_CONTENT, + SPII, + MALFORMED_FUNCTION_CALL, + IMAGE_SAFETY + ) +} + +/** + * A set of the feedback metadata the prompt specified in GenerateContentRequest.content. + * + * @param blockReason + * Optional. If set, the prompt was blocked and no candidates are returned. Rephrase the + * prompt. + * @param safetyRatings + * Ratings for safety of the prompt. There is at most one rating per category. + */ +case class PromptFeedback( + blockReason: Option[BlockReason], // enum e.g. "SAFETY", "OTHER", etc. + safetyRatings: Seq[SafetyRating] +) + +sealed trait BlockReason extends EnumValue + +object BlockReason { + // Default value. This value is unused. + case object BLOCK_REASON_UNSPECIFIED extends BlockReason + // Prompt was blocked due to safety reasons. Inspect safetyRatings to understand which safety category blocked it. + case object SAFETY extends BlockReason + // Prompt was blocked due to unknown reasons. + case object OTHER extends BlockReason + // Prompt was blocked due to the terms which are included from the terminology blocklist. + case object BLOCKLIST extends BlockReason + // Prompt was blocked due to prohibited content. + case object PROHIBITED_CONTENT extends BlockReason + // Candidates blocked due to unsafe image generation content. + case object IMAGE_SAFETY extends BlockReason + + def values: Seq[BlockReason] = Seq( + BLOCK_REASON_UNSPECIFIED, + SAFETY, + OTHER, + BLOCKLIST, + PROHIBITED_CONTENT, + IMAGE_SAFETY + ) +} + +/** + * Safety rating for a piece of content. The safety rating contains the category of harm and + * the harm probability level in that category for a piece of content. Content is classified + * for safety across a number of harm categories and the probability of the harm classification + * is included here. + * + * @param category + * The category for this rating. + * @param probability + * The probability of harm for this content. + * @param blocked + * Was this content blocked because of this rating? + */ +case class SafetyRating( + category: HarmCategory, + probability: HarmProbability, + blocked: Option[Boolean] +) + +/** + * A collection of source attributions for a piece of content. + * + * @param citationSources + * Citations to sources for a specific response. + */ +case class CitationMetadata( + citationSources: Seq[CitationSource] = Nil +) + +/** + * A citation to a source for a portion of a specific response. + * + * @param startIndex + * Optional. Start of segment of the response that is attributed to this source. Index + * indicates the start of the segment, measured in bytes. + * @param endIndex + * Optional. End of the attributed segment, exclusive. + * @param uri + * Optional. URI that is attributed as a source for a portion of the text. + * @param license + * Optional. License for the GitHub project that is attributed as a source for segment. + * License info is required for code citations. + */ +case class CitationSource( + startIndex: Option[Int], + endIndex: Option[Int], + uri: Option[String], + license: Option[String] +) + +/** + * Metadata on the generation request's token usage. + * + * @param promptTokenCount + * Number of tokens in the prompt. When cachedContent is set, this is still the total effective + * prompt size meaning this includes the number of tokens in the cached content. + * @param cachedContentTokenCount + * Number of tokens in the cached part of the prompt (the cached content). + * @param candidatesTokenCount + * Total number of tokens across all the generated response candidates. + * @param totalTokenCount + * Total token count for the generation request (prompt + response candidates). + * @param promptTokensDetails + * Output only. List of modalities that were processed in the request input. + * @param cacheTokensDetails + * Output only. List of modalities of the cached content in the request input. + * @param candidatesTokensDetails + * Output only. List of modalities that were returned in the response. + */ +case class UsageMetadata( + promptTokenCount: Int, + cachedContentTokenCount: Option[Int] = None, + candidatesTokenCount: Option[Int] = None, + totalTokenCount: Int, + promptTokensDetails: Seq[ModalityTokenCount] = Nil, + cacheTokensDetails: Seq[ModalityTokenCount] = Nil, + candidatesTokensDetails: Seq[ModalityTokenCount] = Nil +) + +/** + * Represents token counting info for a single modality. + * + * @param modality + * The modality associated with this token count. + * @param tokenCount + * Number of tokens. + */ +case class ModalityTokenCount( + modality: Modality, + tokenCount: Int +) + +/** + * Logprobs Result + * + * @param topCandidates + * Length = total number of decoding steps. + * @param chosenCandidates + * Length = total number of decoding steps. The chosen candidates may or may not be in + * topCandidates. + */ +case class LogprobsResult( + topCandidates: Seq[TopCandidates], + chosenCandidates: Seq[Candidate] +) + +/** + * Candidates with top log probabilities at each decoding step. + * @param candidates Sorted by log probability in descending order. + */ +case class TopCandidates( + candidates: Seq[Candidate] +) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GroundingAttribution.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GroundingAttribution.scala new file mode 100644 index 00000000..923478b4 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GroundingAttribution.scala @@ -0,0 +1,182 @@ +package io.cequence.openaiscala.gemini.domain.response + +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.gemini.domain.Content +import io.cequence.wsclient.domain.EnumValue + +/** + * Attribution for a source that contributed to an answer. + * + * @param sourceId + * Output only. Identifier for the source contributing to this attribution. + * @param content + * Grounding source content that makes up this attribution. + */ +case class GroundingAttribution( + sourceId: AttributionSourceId, + content: Content +) + +sealed trait AttributionSourceIdPrefix extends EnumValue + +object AttributionSourceIdPrefix { + case object groundingPassage extends AttributionSourceIdPrefix + case object semanticRetrieverChunk extends AttributionSourceIdPrefix + + def values: Seq[AttributionSourceIdPrefix] = Seq( + groundingPassage, + semanticRetrieverChunk + ) + + def of(value: String): AttributionSourceIdPrefix = values.find(_.toString() == value).getOrElse { + throw new OpenAIScalaClientException(s"Unknown attributionSourceIdPrefix: $value") + } +} + +sealed trait AttributionSourceId { + val prefix: AttributionSourceIdPrefix +} + +object AttributionSourceId { + + /** + * Identifier for a part within a GroundingPassage. + * + * @param passageId + * Output only. ID of the passage matching the GenerateAnswerRequest's GroundingPassage.id. + * @param partIndex + * Output only. Index of the part within the GenerateAnswerRequest's + * GroundingPassage.content. + */ + case class GroundingPassageId( + passageId: String, + partIndex: Int + ) extends AttributionSourceId { + val prefix: AttributionSourceIdPrefix = AttributionSourceIdPrefix.groundingPassage + } + + /** + * Identifier for a Chunk retrieved via Semantic Retriever specified in the + * GenerateAnswerRequest using SemanticRetrieverConfig. + * + * @param source + * Output only. Name of the source matching the request's SemanticRetrieverConfig.source. + * Example: corpora/123 or corpora/123/documents/abc + * @param chunk + * Output only. Name of the Chunk containing the attributed text. Example: + * corpora/123/documents/abc/chunks/xyz + */ + case class SemanticRetrieverChunk( + source: String, + chunk: String + ) extends AttributionSourceId { + val prefix: AttributionSourceIdPrefix = AttributionSourceIdPrefix.semanticRetrieverChunk + } +} + +/** + * Metadata returned to client when grounding is enabled. + * + * @param groundingChunks + * List of supporting references retrieved from specified grounding source. + * @param groundingSupports + * List of grounding support. + * @param webSearchQueries + * Web search queries for the following-up web search. + * @param searchEntryPoint + * Optional. Google search entry for the following-up web searches. + * @param retrievalMetadata + * Metadata related to retrieval in the grounding flow. + */ +case class GroundingMetadata( + groundingChunks: Seq[GroundingChunk] = Nil, + groundingSupports: Seq[GroundingSupport] = Nil, + webSearchQueries: Seq[String] = Nil, + searchEntryPoint: Option[SearchEntryPoint] = None, + retrievalMetadata: Option[RetrievalMetadata] = None +) + +case class GroundingChunk( + web: Web +) + +/** + * Chunk from the web. + * + * @param uri + * URI reference of the chunk. + * @param title + * Title of the chunk. + */ +case class Web( + uri: String, + title: String +) + +/** + * Grounding support. + * + * @param groundingChunkIndices + * A list of indices (into 'grounding_chunk') specifying the citations associated with the + * claim. For instance [1,3,4] means that grounding_chunk[1], grounding_chunk[3], + * grounding_chunk[4] are the retrieved content attributed to the claim. + * @param confidenceScores + * Confidence score of the support references. Ranges from 0 to 1. 1 is the most confident. + * This list must have the same size as the groundingChunkIndices. + * @param segment + * Segment of the content this support belongs to. + */ +case class GroundingSupport( + groundingChunkIndices: Seq[Int] = Nil, + confidenceScores: Seq[Double] = Nil, + segment: Segment +) + +/** + * Segment of the content. + * + * @param partIndex + * Output only. The index of a Part object within its parent Content object. + * @param startIndex + * Output only. Start index in the given Part, measured in bytes. Offset from the start of + * the Part, inclusive, starting at zero. + * @param endIndex + * Output only. End index in the given Part, measured in bytes. Offset from the start of the + * Part, exclusive, starting at zero. + * @param text + * Output only. The text corresponding to the segment from the response. + */ +case class Segment( + partIndex: Int, + startIndex: Int, + endIndex: Int, + text: String +) + +/** + * Google search entry point. + * + * @param renderedContent + * Optional. Web content snippet that can be embedded in a web page or an app webview. + * @param sdkBlob + * Optional. Base64 encoded JSON representing array of tuple. A + * base64-encoded string. + */ +case class SearchEntryPoint( + renderedContent: Option[String], + sdkBlob: Option[String] +) + +/** + * Metadata related to retrieval in the grounding flow. + * + * @param googleSearchDynamicRetrievalScore + * Optional. Score indicating how likely information from google search could help answer the + * prompt. The score is in the range [0, 1], where 0 is the least likely and 1 is the most + * likely. This score is only populated when google search grounding and dynamic retrieval is + * enabled. It will be compared to the threshold to determine whether to trigger google + * search. + */ +case class RetrievalMetadata( + googleSearchDynamicRetrievalScore: Option[Double] +) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/ListModelsResponse.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/ListModelsResponse.scala new file mode 100644 index 00000000..9fe2abc0 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/ListModelsResponse.scala @@ -0,0 +1,17 @@ +package io.cequence.openaiscala.gemini.domain.response + +import io.cequence.openaiscala.gemini.domain.Model + +/** + * Response from ListModel containing a paginated list of Models. + * + * @param models + * the returned Models + * @param nextPageToken + * A token, which can be sent as pageToken to retrieve the next page. If this field is + * omitted, there are no more pages. + */ +case class ListModelsResponse( + models: Seq[Model], + nextPageToken: Option[String] +) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerateContentSettings.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerateContentSettings.scala new file mode 100644 index 00000000..d77befdf --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerateContentSettings.scala @@ -0,0 +1,68 @@ +package io.cequence.openaiscala.gemini.domain.settings + +import io.cequence.openaiscala.gemini.domain.{Content, HarmBlockThreshold, HarmCategory, Tool} +import io.cequence.wsclient.domain.EnumValue + +case class GenerateContentSettings( + model: String, + tools: Option[Seq[Tool]] = None, + toolConfig: Option[ToolConfig] = None, + safetySettings: Option[Seq[SafetySetting]] = None, + systemInstruction: Option[Content] = None, + generationConfig: Option[GenerationConfig] = None, + cachedContent: Option[String] = None +) + +/** + * Safety setting, affecting the safety-blocking behavior. Passing a safety setting for a + * category changes the allowed probability that content is blocked. + * @param category + * Required. The category for this setting. + * @param threshold + * Required. Controls the probability threshold at which harm is blocked. + */ +case class SafetySetting( + category: HarmCategory, + threshold: HarmBlockThreshold +) + +sealed trait ToolConfig + +object ToolConfig { + + /** + * @param mode + * Optional. Specifies the mode in which function calling should execute. If unspecified, + * the default value will be set to AUTO. + * @param allowedFunctionNames + * Optional. A set of function names that, when provided, limits the functions the model + * will call. This should only be set when the Mode is ANY. Function names should match + * [FunctionDeclaration.name]. With mode set to ANY, model will predict a function call + * from the set of function names provided. + */ + case class FunctionCallingConfig( + mode: Option[FunctionCallingMode], + allowedFunctionNames: Option[Seq[String]] + ) extends ToolConfig +} + +sealed trait FunctionCallingMode extends EnumValue + +object FunctionCallingMode { + + // Unspecified function calling mode. This value should not be used. + case object MODE_UNSPECIFIED extends FunctionCallingMode + // Default model behavior, model decides to predict either a function call or a natural language response. + case object AUTO extends FunctionCallingMode + // Model is constrained to always predicting a function call only. If "allowedFunctionNames" are set, the predicted function call will be limited to any one of "allowedFunctionNames", else the predicted function call will be any one of the provided "functionDeclarations". + case object ANY extends FunctionCallingMode + // Model will not predict any function call. Model behavior is same as when not passing any function declarations. + case object NONE extends FunctionCallingMode + + def values: Seq[FunctionCallingMode] = Seq( + MODE_UNSPECIFIED, + AUTO, + ANY, + NONE + ) +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerationConfig.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerationConfig.scala new file mode 100644 index 00000000..71fe79cb --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerationConfig.scala @@ -0,0 +1,32 @@ +package io.cequence.openaiscala.gemini.domain.settings + +import io.cequence.openaiscala.gemini.domain.{Modality, Schema} + +case class GenerationConfig( + stopSequences: Option[Seq[String]] = None, + responseMimeType: Option[String] = None, + responseSchema: Option[Schema] = None, + responseModalities: Option[Seq[Modality]] = None, + candidateCount: Option[Int] = None, + maxOutputTokens: Option[Int] = None, + temperature: Option[Double] = None, + topP: Option[Double] = None, + topK: Option[Int] = None, + seed: Option[Int] = None, + presencePenalty: Option[Double] = None, + frequencyPenalty: Option[Double] = None, + responseLogprobs: Option[Boolean] = None, + logprobs: Option[Int] = None, + enableEnhancedCivicAnswers: Option[Boolean] = None, + speechConfig: Option[SpeechConfig] = None +) + +sealed trait SpeechConfig + +object SpeechConfig { + case class VoiceConfig( + prebuiltVoiceConfig: PrebuiltVoiceConfig + ) extends SpeechConfig +} + +case class PrebuiltVoiceConfig(voiceName: String) From 13cdc177d8de3275850969dc69a46139ce9f0062 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 10 Feb 2025 12:34:35 +0100 Subject: [PATCH 169/404] Google gemini - JSON formats --- .../openaiscala/gemini/JsonFormats.scala | 299 ++++++++++++++++++ 1 file changed, 299 insertions(+) create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala new file mode 100644 index 00000000..ac7f79c2 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala @@ -0,0 +1,299 @@ +package io.cequence.openaiscala.gemini + +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.gemini.domain.response._ +import io.cequence.openaiscala.gemini.domain.settings.SpeechConfig.VoiceConfig +import io.cequence.openaiscala.gemini.domain.settings._ +import io.cequence.openaiscala.gemini.domain.settings.ToolConfig.FunctionCallingConfig +import io.cequence.openaiscala.gemini.domain.{ + ChatRole, + Content, + DynamicRetrievalConfig, + DynamicRetrievalPredictorMode, + FunctionDeclaration, + HarmBlockThreshold, + HarmCategory, + HarmProbability, + Modality, + Model, + Part, + PartPrefix, + Schema, + SchemaType, + Tool, + ToolPrefix +} +import io.cequence.wsclient.JsonUtil +import io.cequence.wsclient.JsonUtil.enumFormat +import play.api.libs.functional.syntax._ +import play.api.libs.json._ + +object JsonFormats extends JsonFormats + +trait JsonFormats { + + // Content and Parts + implicit val chatRoleFormat: Format[ChatRole] = enumFormat(ChatRole.values: _*) + + private implicit val textPartFormat: Format[Part.TextPart] = Json.format[Part.TextPart] + private implicit val inlineDataPartFormat: Format[Part.InlineDataPart] = + Json.format[Part.InlineDataPart] + + private implicit val functionCallPartFormat: Format[Part.FunctionCallPart] = { + implicit val mapFormat = JsonUtil.StringAnyMapFormat + Json.format[Part.FunctionCallPart] + } + + private implicit val functionResponsePartFormat: Format[Part.FunctionResponsePart] = { + implicit val mapFormat = JsonUtil.StringAnyMapFormat + Json.format[Part.FunctionResponsePart] + } + + private implicit val fileDataPartFormat: Format[Part.FileDataPart] = + Json.format[Part.FileDataPart] + private implicit val executableCodePartFormat: Format[Part.ExecutableCodePart] = + Json.format[Part.ExecutableCodePart] + private implicit val codeExecutionResultPartFormat: Format[Part.CodeExecutionResultPart] = + Json.format[Part.CodeExecutionResultPart] + + implicit val partWrites: Writes[Part] = Writes[Part] { part: Part => + val prefix = part.prefix.toString() + + def toJsonWithPrefix[T: Format](p: T) = { + val json = Json.toJson(p) + Json.obj(prefix -> json) + } + + part match { + case p: Part.TextPart => Json.toJson(p) // no prefix + case p: Part.InlineDataPart => toJsonWithPrefix(p) + case p: Part.FunctionCallPart => toJsonWithPrefix(p) + case p: Part.FunctionResponsePart => toJsonWithPrefix(p) + case p: Part.FileDataPart => toJsonWithPrefix(p) + case p: Part.ExecutableCodePart => toJsonWithPrefix(p) + case p: Part.CodeExecutionResultPart => toJsonWithPrefix(p) + } + } + + implicit val partReads: Reads[Part] = { json: JsValue => + json.validate[JsObject].map { jsonObject => + assert(jsonObject.fields.size == 1) + val (prefixFieldName, prefixJson) = jsonObject.fields.head + + PartPrefix.of(prefixFieldName) match { + case PartPrefix.text => json.as[Part.TextPart] + case PartPrefix.inlineData => prefixJson.as[Part.InlineDataPart] + case PartPrefix.functionCall => prefixJson.as[Part.FunctionCallPart] + case PartPrefix.functionResponse => prefixJson.as[Part.FunctionResponsePart] + case PartPrefix.fileData => prefixJson.as[Part.FileDataPart] + case PartPrefix.executableCode => prefixJson.as[Part.ExecutableCodePart] + case PartPrefix.codeExecutionResult => prefixJson.as[Part.CodeExecutionResultPart] + case _ => throw new OpenAIScalaClientException(s"Unknown part type: $prefixFieldName") + } + } + } + + implicit val partFormat: Format[Part] = Format(partReads, partWrites) + + implicit val contentFormat: Format[Content] = Json.format[Content] + + // Tools + implicit val toolPrefixFormat: Format[ToolPrefix] = enumFormat(ToolPrefix.values: _*) + implicit val dynamicRetrievalPredictorModeFormat: Format[DynamicRetrievalPredictorMode] = + enumFormat(DynamicRetrievalPredictorMode.values: _*) + implicit val schemaTypeFormat: Format[SchemaType] = enumFormat(SchemaType.values: _*) + + implicit val dynamicRetrievalConfigFormat: Format[DynamicRetrievalConfig] = + Json.format[DynamicRetrievalConfig] + implicit val schemaFormat: Format[Schema] = Json.format[Schema] + + private implicit val functionDeclarationFormat: Format[FunctionDeclaration] = + Json.format[FunctionDeclaration] + private implicit val functionDeclarationsFormat: Format[Tool.FunctionDeclarations] = + Json.format[Tool.FunctionDeclarations] + private implicit val googleSearchRetrievalFormat: Format[Tool.GoogleSearchRetrieval] = + Json.format[Tool.GoogleSearchRetrieval] + + implicit val toolWrites: Writes[Tool] = Writes[Tool] { part: Tool => + val prefix = part.prefix.toString() + + def toJsonWithPrefix(json: JsValue) = Json.obj(prefix -> json) + + part match { + case p: Tool.FunctionDeclarations => Json.toJson(p) // no prefix + case p: Tool.GoogleSearchRetrieval => toJsonWithPrefix(Json.toJson(p)) + case Tool.CodeExecution => toJsonWithPrefix(Json.obj()) // empty object + case Tool.GoogleSearch => toJsonWithPrefix(Json.obj()) // empty object + } + } + + implicit val toolReads: Reads[Tool] = { json: JsValue => + json.validate[JsObject].map { jsonObject => + assert(jsonObject.fields.size == 1, s"Expected exactly one field in $json") + val (prefixFieldName, prefixJson) = jsonObject.fields.head + + ToolPrefix.of(prefixFieldName) match { + case ToolPrefix.functionDeclarations => json.as[Tool.FunctionDeclarations] + case ToolPrefix.googleSearchRetrieval => prefixJson.as[Tool.GoogleSearchRetrieval] + case ToolPrefix.codeExecution => Tool.CodeExecution // no fields + case ToolPrefix.googleSearch => Tool.GoogleSearch // no fields + case _ => throw new OpenAIScalaClientException(s"Unknown tool type: $prefixFieldName") + } + } + } + + implicit val toolFormat: Format[Tool] = Format(toolReads, toolWrites) + + implicit val functionCallingModeFormat: Format[FunctionCallingMode] = enumFormat( + FunctionCallingMode.values: _* + ) + + private implicit val functionCallingConfigFormat: Format[FunctionCallingConfig] = + Json.format[FunctionCallingConfig] + + implicit val toolConfigWrites: Writes[ToolConfig] = Writes[ToolConfig] { + case p: ToolConfig.FunctionCallingConfig => + Json.obj("functionCallingConfig" -> Json.toJson(p)) + } + + implicit val toolConfigReads: Reads[ToolConfig] = { json: JsValue => + json.validate[JsObject].map { jsonObject => + assert(jsonObject.fields.size == 1, s"Expected exactly one field in $json") + val (prefixFieldName, prefixJson) = jsonObject.fields.head + + prefixFieldName match { + case "functionCallingConfig" => prefixJson.as[ToolConfig.FunctionCallingConfig] + case _ => + throw new OpenAIScalaClientException(s"Unknown tool config type: $prefixFieldName") + } + } + } + + implicit val toolConfigFormat: Format[ToolConfig] = Format(toolConfigReads, toolConfigWrites) + + // Safety + implicit lazy val harmCategoryFormat: Format[HarmCategory] = enumFormat( + HarmCategory.values: _* + ) + implicit lazy val harmBlockThresholdFormat: Format[HarmBlockThreshold] = enumFormat( + HarmBlockThreshold.values: _* + ) + implicit lazy val harmProbabilityFormat: Format[HarmProbability] = enumFormat( + HarmProbability.values: _* + ) + + implicit lazy val safetySettingFormat: Format[SafetySetting] = ( + (__ \ "harmCategory").format[HarmCategory] and + (__ \ "harmBlockThreshold").format[HarmBlockThreshold] + )(SafetySetting.apply, unlift(SafetySetting.unapply)) + + // Generation config + implicit val prebuiltVoiceConfigFormat: Format[PrebuiltVoiceConfig] = + Json.format[PrebuiltVoiceConfig] + + private implicit val voiceConfigFormat: Format[VoiceConfig] = Json.format[VoiceConfig] + + implicit val speechConfigWrites: Writes[SpeechConfig] = Writes[SpeechConfig] { + case p: SpeechConfig.VoiceConfig => Json.obj("voiceConfig" -> Json.toJson(p)) + } + + implicit val speechConfigReads: Reads[SpeechConfig] = { json: JsValue => + json.validate[JsObject].map { jsonObject => + assert(jsonObject.fields.size == 1, s"Expected exactly one field in $json") + val (prefixFieldName, prefixJson) = jsonObject.fields.head + + prefixFieldName match { + case "voiceConfig" => prefixJson.as[SpeechConfig.VoiceConfig] + case _ => + throw new OpenAIScalaClientException(s"Unknown speech config type: $prefixFieldName") + } + } + } + + implicit val speechConfigFormat: Format[SpeechConfig] = + Format(speechConfigReads, speechConfigWrites) + + implicit val modalityFormat: Format[Modality] = enumFormat(Modality.values: _*) + implicit val generationConfigFormat: Format[GenerationConfig] = Json.format[GenerationConfig] + + // Grounding Attribution and Metadata + implicit val retrievalMetadataFormat: Format[RetrievalMetadata] = + Json.format[RetrievalMetadata] + implicit val searchEntryPointFormat: Format[SearchEntryPoint] = Json.format[SearchEntryPoint] + implicit val segmentFormat: Format[Segment] = Json.format[Segment] + implicit val groundingSupportFormat: Format[GroundingSupport] = + Json.using[Json.WithDefaultValues].format[GroundingSupport] + implicit val webFormat: Format[Web] = Json.format[Web] + implicit val groundingChunkFormat: Format[GroundingChunk] = Json.format[GroundingChunk] + implicit val groundingMetadataFormat: Format[GroundingMetadata] = + Json.using[Json.WithDefaultValues].format[GroundingMetadata] + + private implicit val semanticRetrieverChunkFormat + : Format[AttributionSourceId.SemanticRetrieverChunk] = + Json.format[AttributionSourceId.SemanticRetrieverChunk] + private implicit val groundingPassageIdFormat + : Format[AttributionSourceId.GroundingPassageId] = + Json.format[AttributionSourceId.GroundingPassageId] + + implicit val attributionSourceIdWrites: Writes[AttributionSourceId] = + Writes[AttributionSourceId] { sourceId: AttributionSourceId => + val prefix = sourceId.prefix.toString() + + def toJsonWithPrefix[T: Format](item: T) = Json.obj(prefix -> Json.toJson(item)) + + sourceId match { + case p: AttributionSourceId.GroundingPassageId => toJsonWithPrefix(p) + case p: AttributionSourceId.SemanticRetrieverChunk => toJsonWithPrefix(p) + } + } + + implicit val attributionSourceIdReads: Reads[AttributionSourceId] = { json: JsValue => + json.validate[JsObject].map { jsonObject => + assert(jsonObject.fields.size == 1, s"Expected exactly one field in $json") + val (prefixFieldName, prefixJson) = jsonObject.fields.head + + AttributionSourceIdPrefix.of(prefixFieldName) match { + case AttributionSourceIdPrefix.groundingPassage => + prefixJson.as[AttributionSourceId.GroundingPassageId] + + case AttributionSourceIdPrefix.semanticRetrieverChunk => + prefixJson.as[AttributionSourceId.SemanticRetrieverChunk] + + case _ => + throw new OpenAIScalaClientException( + s"Unknown attribution source id type: $prefixFieldName" + ) + } + } + } + implicit val attributionSourceIdFormat: Format[AttributionSourceId] = + Format(attributionSourceIdReads, attributionSourceIdWrites) + + implicit val groundingAttributionFormat: Format[GroundingAttribution] = + Json.format[GroundingAttribution] + + // Candidate and Generate Content Response + implicit val finishReasonFormat: Format[FinishReason] = enumFormat(FinishReason.values: _*) + implicit val blockReasonFormat: Format[BlockReason] = enumFormat(BlockReason.values: _*) + implicit val safetyRatingFormat: Format[SafetyRating] = Json.format[SafetyRating] + implicit val citationSourceFormat: Format[CitationSource] = Json.format[CitationSource] + implicit val citationMetadataFormat: Format[CitationMetadata] = + Json.using[Json.WithDefaultValues].format[CitationMetadata] + implicit val modalityTokenCountFormat: Format[ModalityTokenCount] = + Json.format[ModalityTokenCount] + implicit val usageMetadataFormat: Format[UsageMetadata] = + Json.using[Json.WithDefaultValues].format[UsageMetadata] + implicit val candidateFormat: Format[Candidate] = + Json.using[Json.WithDefaultValues].format[Candidate] + implicit val topCandidatesFormat: Format[TopCandidates] = Json.format[TopCandidates] + + implicit val promptFeedbackFormat: Format[PromptFeedback] = Json.format[PromptFeedback] + implicit val generateContentResponseFormat: Format[GenerateContentResponse] = + Json.using[Json.WithDefaultValues].format[GenerateContentResponse] + + // implicit val logprobsResultFormat: Format[LogprobsResult] = Json.format[LogprobsResult] + + // Model + implicit val modelFormat: Format[Model] = Json.using[Json.WithDefaultValues].format[Model] + implicit val listModelsFormat: Format[ListModelsResponse] = Json.format[ListModelsResponse] +} From 77ac235ce2a374e3ff78768cd4b297d132fd4604 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 10 Feb 2025 12:35:25 +0100 Subject: [PATCH 170/404] Google gemini project registered --- build.sbt | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/build.sbt b/build.sbt index 8d31c7e8..6e4fd0e8 100755 --- a/build.sbt +++ b/build.sbt @@ -62,6 +62,11 @@ lazy val google_vertexai_client = (project in file("google-vertexai-client")) .dependsOn(core) .aggregate(core, client, client_stream) +lazy val google_gemini_client = (project in file("google-gemini-client")) + .settings(commonSettings *) + .dependsOn(core) + .aggregate(core, client, client_stream) + // note that for perplexity_client we provide a streaming extension within the module as well lazy val perplexity_sonar_client = (project in file("perplexity-sonar-client")) .settings(commonSettings *) @@ -73,7 +78,7 @@ lazy val count_tokens = (project in file("openai-count-tokens")) (commonSettings ++ Seq(definedTestNames in Test := Nil)) * ) .dependsOn(client) - .aggregate(anthropic_client, google_vertexai_client, perplexity_sonar_client) + .aggregate(anthropic_client, google_vertexai_client, perplexity_sonar_client, google_gemini_client) lazy val guice = (project in file("openai-guice")) .settings(commonSettings *) @@ -82,8 +87,8 @@ lazy val guice = (project in file("openai-guice")) lazy val examples = (project in file("openai-examples")) .settings(commonSettings *) - .dependsOn(client_stream, anthropic_client, google_vertexai_client, perplexity_sonar_client) - .aggregate(client_stream, anthropic_client, google_vertexai_client, perplexity_sonar_client) + .dependsOn(client_stream, anthropic_client, google_vertexai_client, perplexity_sonar_client, google_gemini_client) + .aggregate(client_stream, anthropic_client, google_vertexai_client, perplexity_sonar_client, google_gemini_client) // POM settings for Sonatype ThisBuild / homepage := Some( From a9e057e90f2a8439cb41a03fdd15aaba9ebdf61d Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 10 Feb 2025 12:36:50 +0100 Subject: [PATCH 171/404] Anthropic citations fix - we don't write citations if empty (Claude Haiku were complaining about it sometimes) --- .../openaiscala/anthropic/JsonFormats.scala | 18 ++++++++++++++---- .../anthropic/JsonFormatsSpec.scala | 11 ++++++----- 2 files changed, 20 insertions(+), 9 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index a9c4d01c..f9610767 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -1,6 +1,7 @@ package io.cequence.openaiscala.anthropic import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ + Citation, MediaBlock, TextBlock, TextsContentBlock @@ -98,10 +99,19 @@ trait JsonFormats { Json.format[ContentBlock.Citation] } - private val textBlockFormat: Format[TextBlock] = { - implicit val config: JsonConfiguration = JsonConfiguration(SnakeCase) - Json.using[Json.WithDefaultValues].format[TextBlock] - } + private val textBlockReads: Reads[TextBlock] = + Json.using[Json.WithDefaultValues].reads[TextBlock] + + // TODO: revisit this - we don't write citations if empty + private val textBlockWrites: Writes[TextBlock] = ( + (JsPath \ "text").write[String] and + (JsPath \ "citations").writeNullable[Seq[Citation]].contramap[Seq[Citation]] { + citations => + if (citations.isEmpty) None else Some(citations) + } + )(unlift(TextBlock.unapply)) + + private val textBlockFormat: Format[TextBlock] = Format(textBlockReads, textBlockWrites) implicit lazy val contentBlockWrites: Writes[ContentBlock] = { case x: TextBlock => diff --git a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala index 49f3e21e..a1b5ec10 100644 --- a/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala +++ b/anthropic-client/src/test/scala/io/cequence/openaiscala/anthropic/JsonFormatsSpec.scala @@ -9,6 +9,7 @@ import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{ AssistantMessage, AssistantMessageContent, + SystemMessage, UserMessage, UserMessageContent } @@ -42,7 +43,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { ) ) val json = - """{"role":"user","content":[{"type":"text","text":"Hello, world!","citations":[]},{"type":"text","text":"How are you?","citations":[]}]}""" + """{"role":"user","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?"}]}""" testCodec[Message](userMessage, json) } @@ -61,7 +62,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { ) ) val json = - """{"role":"assistant","content":[{"type":"text","text":"Hello, world!","citations":[]},{"type":"text","text":"How are you?","citations":[]}]}""" + """{"role":"assistant","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?"}]}""" testCodec[Message](assistantMessage, json) } @@ -99,7 +100,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { ) ) val json = - """{"role":"user","content":[{"type":"text","text":"Hello, world!","citations":[],"cache_control":{"type":"ephemeral"}},{"type":"text","text":"How are you?","citations":[]}]}""" + """{"role":"user","content":[{"type":"text","text":"Hello, world!","cache_control":{"type":"ephemeral"}},{"type":"text","text":"How are you?"}]}""" testCodec[Message](userMessage, json) } @@ -112,7 +113,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { ) ) val json = - """{"role":"user","content":[{"type":"text","text":"Hello, world!","citations":[]},{"type":"text","text":"How are you?","citations":[],"cache_control":{"type":"ephemeral"}}]}""" + """{"role":"user","content":[{"type":"text","text":"Hello, world!"},{"type":"text","text":"How are you?","cache_control":{"type":"ephemeral"}}]}""" testCodec[Message](userMessage, json) } @@ -128,7 +129,7 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers with JsonFormats { val imageJson = """{"type":"image","source":{"type":"base64","media_type":"image/jpeg","data":"/9j/4AAQSkZJRg..."},"cache_control":{"type":"ephemeral"}}""".stripMargin val json = - s"""{"role":"user","content":[$imageJson,{"type":"text","text":"How are you?","citations":[]}]}""" + s"""{"role":"user","content":[$imageJson,{"type":"text","text":"How are you?"}]}""" testCodec[Message](userMessage, json) } } From 693d3cd84e7c07d5bf48a06f05bd80f2d87f4d14 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Mon, 10 Feb 2025 14:54:22 +0100 Subject: [PATCH 172/404] Formatting --- build.sbt | 23 ++++++++++++++++++++--- 1 file changed, 20 insertions(+), 3 deletions(-) diff --git a/build.sbt b/build.sbt index 6e4fd0e8..4f3129d8 100755 --- a/build.sbt +++ b/build.sbt @@ -78,7 +78,12 @@ lazy val count_tokens = (project in file("openai-count-tokens")) (commonSettings ++ Seq(definedTestNames in Test := Nil)) * ) .dependsOn(client) - .aggregate(anthropic_client, google_vertexai_client, perplexity_sonar_client, google_gemini_client) + .aggregate( + anthropic_client, + google_vertexai_client, + perplexity_sonar_client, + google_gemini_client + ) lazy val guice = (project in file("openai-guice")) .settings(commonSettings *) @@ -87,8 +92,20 @@ lazy val guice = (project in file("openai-guice")) lazy val examples = (project in file("openai-examples")) .settings(commonSettings *) - .dependsOn(client_stream, anthropic_client, google_vertexai_client, perplexity_sonar_client, google_gemini_client) - .aggregate(client_stream, anthropic_client, google_vertexai_client, perplexity_sonar_client, google_gemini_client) + .dependsOn( + client_stream, + anthropic_client, + google_vertexai_client, + perplexity_sonar_client, + google_gemini_client + ) + .aggregate( + client_stream, + anthropic_client, + google_vertexai_client, + perplexity_sonar_client, + google_gemini_client + ) // POM settings for Sonatype ThisBuild / homepage := Some( From 9c787ea7a3138c802a610e818b64bcf99e128dcf Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:18:22 +0100 Subject: [PATCH 173/404] WS client bump --- project/Dependencies.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/project/Dependencies.scala b/project/Dependencies.scala index 49ac9e62..2a4d84d9 100644 --- a/project/Dependencies.scala +++ b/project/Dependencies.scala @@ -1,7 +1,7 @@ object Dependencies { object Versions { - val wsClient = "0.6.4" + val wsClient = "0.6.5" val scalaMock = "6.0.0" } } From 74eae45fb01746250dc0b9aa50f2aef6e1492e46 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:20:07 +0100 Subject: [PATCH 174/404] Gemini - cached content domain + reformating + json formats spec/test --- .../openaiscala/gemini/JsonFormats.scala | 236 ++++++++++++++---- .../gemini/domain/CachedContent.scala | 48 ++++ .../openaiscala/gemini/domain/Content.scala | 24 +- .../response/GenerateContentResponse.scala | 13 +- .../response/GroundingAttribution.scala | 7 +- .../response/ListCachedContentsResponse.scala | 17 ++ .../CreateChatCompletionSettingsOps.scala | 29 +++ .../settings/GenerateContentSettings.scala | 27 ++ .../openaiscala/gemini/JsonFormatsSpec.scala | 155 ++++++++++++ 9 files changed, 487 insertions(+), 69 deletions(-) create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/CachedContent.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/ListCachedContentsResponse.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/CreateChatCompletionSettingsOps.scala create mode 100644 google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala index ac7f79c2..aa62dd0d 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala @@ -1,28 +1,12 @@ package io.cequence.openaiscala.gemini import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.gemini.domain.Expiration.{ExpireTime, TTL} import io.cequence.openaiscala.gemini.domain.response._ import io.cequence.openaiscala.gemini.domain.settings.SpeechConfig.VoiceConfig -import io.cequence.openaiscala.gemini.domain.settings._ import io.cequence.openaiscala.gemini.domain.settings.ToolConfig.FunctionCallingConfig -import io.cequence.openaiscala.gemini.domain.{ - ChatRole, - Content, - DynamicRetrievalConfig, - DynamicRetrievalPredictorMode, - FunctionDeclaration, - HarmBlockThreshold, - HarmCategory, - HarmProbability, - Modality, - Model, - Part, - PartPrefix, - Schema, - SchemaType, - Tool, - ToolPrefix -} +import io.cequence.openaiscala.gemini.domain.settings._ +import io.cequence.openaiscala.gemini.domain._ import io.cequence.wsclient.JsonUtil import io.cequence.wsclient.JsonUtil.enumFormat import play.api.libs.functional.syntax._ @@ -35,26 +19,26 @@ trait JsonFormats { // Content and Parts implicit val chatRoleFormat: Format[ChatRole] = enumFormat(ChatRole.values: _*) - private implicit val textPartFormat: Format[Part.TextPart] = Json.format[Part.TextPart] - private implicit val inlineDataPartFormat: Format[Part.InlineDataPart] = - Json.format[Part.InlineDataPart] + private implicit val textPartFormat: Format[Part.Text] = Json.format[Part.Text] + private implicit val inlineDataPartFormat: Format[Part.InlineData] = + Json.format[Part.InlineData] - private implicit val functionCallPartFormat: Format[Part.FunctionCallPart] = { + private implicit val functionCallPartFormat: Format[Part.FunctionCall] = { implicit val mapFormat = JsonUtil.StringAnyMapFormat - Json.format[Part.FunctionCallPart] + Json.format[Part.FunctionCall] } - private implicit val functionResponsePartFormat: Format[Part.FunctionResponsePart] = { + private implicit val functionResponsePartFormat: Format[Part.FunctionResponse] = { implicit val mapFormat = JsonUtil.StringAnyMapFormat - Json.format[Part.FunctionResponsePart] + Json.format[Part.FunctionResponse] } - private implicit val fileDataPartFormat: Format[Part.FileDataPart] = - Json.format[Part.FileDataPart] - private implicit val executableCodePartFormat: Format[Part.ExecutableCodePart] = - Json.format[Part.ExecutableCodePart] - private implicit val codeExecutionResultPartFormat: Format[Part.CodeExecutionResultPart] = - Json.format[Part.CodeExecutionResultPart] + private implicit val fileDataPartFormat: Format[Part.FileData] = + Json.format[Part.FileData] + private implicit val executableCodePartFormat: Format[Part.ExecutableCode] = + Json.format[Part.ExecutableCode] + private implicit val codeExecutionResultPartFormat: Format[Part.CodeExecutionResult] = + Json.format[Part.CodeExecutionResult] implicit val partWrites: Writes[Part] = Writes[Part] { part: Part => val prefix = part.prefix.toString() @@ -65,13 +49,13 @@ trait JsonFormats { } part match { - case p: Part.TextPart => Json.toJson(p) // no prefix - case p: Part.InlineDataPart => toJsonWithPrefix(p) - case p: Part.FunctionCallPart => toJsonWithPrefix(p) - case p: Part.FunctionResponsePart => toJsonWithPrefix(p) - case p: Part.FileDataPart => toJsonWithPrefix(p) - case p: Part.ExecutableCodePart => toJsonWithPrefix(p) - case p: Part.CodeExecutionResultPart => toJsonWithPrefix(p) + case p: Part.Text => Json.toJson(p) // no prefix + case p: Part.InlineData => toJsonWithPrefix(p) + case p: Part.FunctionCall => toJsonWithPrefix(p) + case p: Part.FunctionResponse => toJsonWithPrefix(p) + case p: Part.FileData => toJsonWithPrefix(p) + case p: Part.ExecutableCode => toJsonWithPrefix(p) + case p: Part.CodeExecutionResult => toJsonWithPrefix(p) } } @@ -81,13 +65,13 @@ trait JsonFormats { val (prefixFieldName, prefixJson) = jsonObject.fields.head PartPrefix.of(prefixFieldName) match { - case PartPrefix.text => json.as[Part.TextPart] - case PartPrefix.inlineData => prefixJson.as[Part.InlineDataPart] - case PartPrefix.functionCall => prefixJson.as[Part.FunctionCallPart] - case PartPrefix.functionResponse => prefixJson.as[Part.FunctionResponsePart] - case PartPrefix.fileData => prefixJson.as[Part.FileDataPart] - case PartPrefix.executableCode => prefixJson.as[Part.ExecutableCodePart] - case PartPrefix.codeExecutionResult => prefixJson.as[Part.CodeExecutionResultPart] + case PartPrefix.text => json.as[Part.Text] + case PartPrefix.inlineData => prefixJson.as[Part.InlineData] + case PartPrefix.functionCall => prefixJson.as[Part.FunctionCall] + case PartPrefix.functionResponse => prefixJson.as[Part.FunctionResponse] + case PartPrefix.fileData => prefixJson.as[Part.FileData] + case PartPrefix.executableCode => prefixJson.as[Part.ExecutableCode] + case PartPrefix.codeExecutionResult => prefixJson.as[Part.CodeExecutionResult] case _ => throw new OpenAIScalaClientException(s"Unknown part type: $prefixFieldName") } } @@ -283,17 +267,167 @@ trait JsonFormats { Json.format[ModalityTokenCount] implicit val usageMetadataFormat: Format[UsageMetadata] = Json.using[Json.WithDefaultValues].format[UsageMetadata] - implicit val candidateFormat: Format[Candidate] = - Json.using[Json.WithDefaultValues].format[Candidate] - implicit val topCandidatesFormat: Format[TopCandidates] = Json.format[TopCandidates] + +// implicit lazy val candidateFormat: Format[Candidate] = +// Json.using[Json.WithDefaultValues].format[Candidate] + + implicit lazy val candidateWrites: Writes[Candidate] = ( + (__ \ "content").write[Content] and + (__ \ "finishReason").writeNullable[FinishReason] and + (__ \ "safetyRatings").write[Seq[SafetyRating]] and + (__ \ "citationMetadata").writeNullable[CitationMetadata] and + (__ \ "tokenCount").writeNullable[Int] and + (__ \ "groundingAttributions").write[Seq[GroundingAttribution]] and + (__ \ "groundingMetadata").writeNullable[GroundingMetadata] and + (__ \ "avgLogprobs").writeNullable[Double] and + (__ \ "logprobsResult").lazyWriteNullable[LogprobsResult](logprobsResultWrites) and + (__ \ "index").formatNullable[Int] + )(unlift(Candidate.unapply)) + + implicit lazy val candidateReads: Reads[Candidate] = ( + (__ \ "content").read[Content] and + (__ \ "finishReason").readNullable[FinishReason] and + (__ \ "safetyRatings").readWithDefault[Seq[SafetyRating]](Nil) and + (__ \ "citationMetadata").readNullable[CitationMetadata] and + (__ \ "tokenCount").readNullable[Int] and + (__ \ "groundingAttributions").readWithDefault[Seq[GroundingAttribution]](Nil) and + (__ \ "groundingMetadata").readNullable[GroundingMetadata] and + (__ \ "avgLogprobs").readNullable[Double] and + (__ \ "logprobsResult").lazyReadNullable[LogprobsResult](logprobsResultReads) and + (__ \ "index").readNullable[Int] + )(Candidate.apply _) + + implicit lazy val candidateFormat: Format[Candidate] = + Format(candidateReads, candidateWrites) + + implicit lazy val logprobsResultWrites: Writes[LogprobsResult] = ( + (__ \ "topCandidates").write[Seq[TopCandidates]] and + (__ \ "chosenCandidates").write[Seq[Candidate]] + )(unlift(LogprobsResult.unapply)) + + implicit lazy val logprobsResultReads: Reads[LogprobsResult] = ( + (__ \ "topCandidates").readWithDefault[Seq[TopCandidates]](Nil) and + (__ \ "chosenCandidates").readWithDefault[Seq[Candidate]](Nil) + )(LogprobsResult.apply _) + + implicit lazy val logprobsResultFormat: Format[LogprobsResult] = + Format(logprobsResultReads, logprobsResultWrites) + + implicit lazy val topCandidatesFormat: Format[TopCandidates] = Json.format[TopCandidates] implicit val promptFeedbackFormat: Format[PromptFeedback] = Json.format[PromptFeedback] implicit val generateContentResponseFormat: Format[GenerateContentResponse] = Json.using[Json.WithDefaultValues].format[GenerateContentResponse] - // implicit val logprobsResultFormat: Format[LogprobsResult] = Json.format[LogprobsResult] - // Model implicit val modelFormat: Format[Model] = Json.using[Json.WithDefaultValues].format[Model] implicit val listModelsFormat: Format[ListModelsResponse] = Json.format[ListModelsResponse] + +// private implicit val expireTimeFormat: Format[Expiration.ExpireTime] = +// Json.format[Expiration.ExpireTime] +// +// private implicit val expirationTTLFormat: Format[Expiration.TTL] = +// Json.format[Expiration.TTL] +// +// // Cached Content +// implicit val expirationWrites: Writes[Expiration] = Writes[Expiration] { +// case p: Expiration.ExpireTime => +// Json.obj("expireTime" -> Json.toJson(p)) +// case p: Expiration.TTL => +// Json.obj("ttl" -> Json.toJson(p)) +// } +// +// implicit val expirationReads: Reads[Expiration] = { json: JsValue => +// json.validate[JsObject].map { jsonObject => +// assert(jsonObject.fields.size == 1, s"Expected exactly one field in $json") +// val (prefixFieldName, prefixJson) = jsonObject.fields.head +// +// prefixFieldName match { +// case "expireTime" => prefixJson.as[Expiration.ExpireTime] +// case "ttl" => prefixJson.as[Expiration.TTL] +// case _ => +// throw new OpenAIScalaClientException(s"Unknown tool config type: $prefixFieldName") +// } +// } +// } +// implicit val expirationFormat: Format[Expiration] = Format(expirationReads, expirationWrites) + + implicit val cachedContentWrites: Writes[CachedContent] = ( + (__ \ "contents").write[Seq[Content]] and + (__ \ "tools").write[Seq[Tool]] and + (__ \ "expireTime").writeNullable[String] and + (__ \ "ttl").writeNullable[String] and + (__ \ "name").writeNullable[String] and + (__ \ "displayName").writeNullable[String] and + (__ \ "model").write[String] and + (__ \ "systemInstruction").writeNullable[Content] and + (__ \ "toolConfig").writeNullable[ToolConfig] + )(cachedContent => + ( + cachedContent.contents, + cachedContent.tools, + cachedContent.expireTime match { + case e: Expiration.ExpireTime => Some(e.value) + case _ => None + }, + cachedContent.expireTime match { + case e: Expiration.TTL => Some(e.value) + case _ => None + }, + cachedContent.name, + cachedContent.displayName, + if (cachedContent.model.startsWith("models/")) { + cachedContent.model + } else { + s"models/${cachedContent.model}" + }, + cachedContent.systemInstruction, + cachedContent.toolConfig + ) + ) + + implicit val cachedContentReads: Reads[CachedContent] = ( + (__ \ "contents").readWithDefault[Seq[Content]](Nil) and + (__ \ "tools").readWithDefault[Seq[Tool]](Nil) and + (__ \ "expireTime").readNullable[String] and + (__ \ "ttl").readNullable[String] and + (__ \ "name").readNullable[String] and + (__ \ "displayName").readNullable[String] and + (__ \ "model").read[String] and + (__ \ "systemInstruction").readNullable[Content] and + (__ \ "toolConfig").readNullable[ToolConfig] + )( + ( + contents, + tools, + expireTime, + ttl, + name, + displayName, + model, + systemInstruction, + toolConfig + ) => + CachedContent( + contents = contents, + tools = tools, + expireTime = expireTime + .map(ExpireTime(_)) + .orElse(ttl.map(TTL(_))) + .getOrElse( + throw new OpenAIScalaClientException("Either expireTime or ttl must be provided.") + ), + name = name, + displayName = displayName, + model = model.stripPrefix("models/"), + systemInstruction = systemInstruction, + toolConfig = toolConfig + ) + ) + + implicit val cachedContentFormat: Format[CachedContent] = + Format(cachedContentReads, cachedContentWrites) + + implicit val listCachedContentsResponseFormat: Format[ListCachedContentsResponse] = + Json.using[Json.WithDefaultValues].format[ListCachedContentsResponse] } diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/CachedContent.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/CachedContent.scala new file mode 100644 index 00000000..14bd5568 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/CachedContent.scala @@ -0,0 +1,48 @@ +package io.cequence.openaiscala.gemini.domain + +import io.cequence.openaiscala.gemini.domain.settings.ToolConfig + +/** + * The request body contains an instance of CachedContent. + * + * @param contents + * Optional. Input only. Immutable. The content to cache. + * @param tools + * Optional. Input only. Immutable. A list of Tools the model may use to generate the next + * response. + * @param expiration + * Specifies when this resource will expire. Can be either expireTime or ttl. + * - Timestamp in UTC of when this resource is considered expired. Uses RFC 3339 format. + * - New TTL for this resource, input only. A duration in seconds with up to nine fractional + * digits, ending with 's'. + * @param name + * Optional. Identifier. The resource name referring to the cached content. Format: + * cachedContents/{id}. + * @param displayName + * Optional. Immutable. The user-generated meaningful display name of the cached content. + * Maximum 128 Unicode characters. + * @param model + * Required. Immutable. The name of the Model to use for cached content. Format: + * models/{model}. + * @param systemInstruction + * Optional. Input only. Immutable. Developer set system instruction. Currently text only. + * @param toolConfig + * Optional. Input only. Immutable. Tool config. This config is shared for all tools. + */ +case class CachedContent( + contents: Seq[Content] = Nil, + tools: Seq[Tool] = Nil, + expireTime: Expiration = Expiration.TTL("300s"), + name: Option[String] = None, + displayName: Option[String] = None, + model: String, + systemInstruction: Option[Content] = None, + toolConfig: Option[ToolConfig] = None +) + +sealed trait Expiration + +object Expiration { + case class ExpireTime(value: String) extends Expiration + case class TTL(value: String) extends Expiration +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Content.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Content.scala index 12f6c205..2807d071 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Content.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Content.scala @@ -10,8 +10,14 @@ case class Content( object Content { def apply(parts: Part*): Content = Content(parts, None) - def apply(role: ChatRole, parts: Part*): Content = Content(parts, Some(role)) - def textPart(text: String, role: ChatRole): Content = apply(role, Part.TextPart(text)) + def apply( + role: ChatRole, + parts: Part* + ): Content = Content(parts, Some(role)) + def textPart( + text: String, + role: ChatRole + ): Content = apply(role, Part.Text(text)) } sealed trait PartPrefix extends EnumValue @@ -51,7 +57,7 @@ object Part { * * @param text */ - case class TextPart(text: String) extends Part { + case class Text(text: String) extends Part { override val prefix: PartPrefix = PartPrefix.text } @@ -66,7 +72,7 @@ object Part { * @param data * Raw bytes for media formats. A base64-encoded string. */ - case class InlineDataPart( + case class InlineData( mimeType: String, data: String ) extends Part { @@ -88,7 +94,7 @@ object Part { * @param args * Optional. The function parameters and values in JSON object format. */ - case class FunctionCallPart( + case class FunctionCall( id: Option[String], name: String, args: Map[String, Any] = Map.empty @@ -112,7 +118,7 @@ object Part { * @param response * The function response in JSON object format. */ - case class FunctionResponsePart( + case class FunctionResponse( id: Option[String], name: String, response: Map[String, Any] @@ -129,7 +135,7 @@ object Part { * @param fileUri * Required. URI. */ - case class FileDataPart( + case class FileData( mimeType: Option[String], fileUri: String ) extends Part { @@ -148,7 +154,7 @@ object Part { * @param code * Required. The code to be executed. */ - case class ExecutableCodePart( + case class ExecutableCode( language: String, // TODO: enum code: String ) extends Part { @@ -164,7 +170,7 @@ object Part { * Optional. Contains stdout when code execution is successful, stderr or other description * otherwise. */ - case class CodeExecutionResultPart( + case class CodeExecutionResult( outcome: String, // TODO: enum output: Option[String] ) extends Part { diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala index 6a2f0730..25f8af43 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala @@ -1,7 +1,7 @@ package io.cequence.openaiscala.gemini.domain.response import io.cequence.openaiscala.OpenAIScalaClientException -import io.cequence.openaiscala.gemini.domain.Part.TextPart +import io.cequence.openaiscala.gemini.domain.Part.Text import io.cequence.openaiscala.gemini.domain.{Content, HarmCategory, HarmProbability, Modality} import io.cequence.wsclient.domain.EnumValue @@ -13,7 +13,7 @@ case class GenerateContentResponse( ) { def contentHeadTexts: Seq[String] = candidates.headOption - .map(_.content.parts.collect { case TextPart(text) => text }) + .map(_.content.parts.collect { case Text(text) => text }) .getOrElse( throw new OpenAIScalaClientException( s"No candidates in the Gemini generate content response for mode ${modelVersion}." @@ -62,7 +62,7 @@ case class Candidate( groundingAttributions: Seq[GroundingAttribution] = Nil, groundingMetadata: Option[GroundingMetadata] = None, avgLogprobs: Option[Double] = None, -// logprobsResult: Option[LogprobsResult] = None, TODO: cyclic ref to candidate + logprobsResult: Option[LogprobsResult] = None, index: Option[Int] = None ) @@ -215,8 +215,8 @@ case class CitationSource( * Metadata on the generation request's token usage. * * @param promptTokenCount - * Number of tokens in the prompt. When cachedContent is set, this is still the total effective - * prompt size meaning this includes the number of tokens in the cached content. + * Number of tokens in the prompt. When cachedContent is set, this is still the total + * effective prompt size meaning this includes the number of tokens in the cached content. * @param cachedContentTokenCount * Number of tokens in the cached part of the prompt (the cached content). * @param candidatesTokenCount @@ -269,7 +269,8 @@ case class LogprobsResult( /** * Candidates with top log probabilities at each decoding step. - * @param candidates Sorted by log probability in descending order. + * @param candidates + * Sorted by log probability in descending order. */ case class TopCandidates( candidates: Seq[Candidate] diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GroundingAttribution.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GroundingAttribution.scala index 923478b4..dfa104a4 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GroundingAttribution.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GroundingAttribution.scala @@ -28,9 +28,10 @@ object AttributionSourceIdPrefix { semanticRetrieverChunk ) - def of(value: String): AttributionSourceIdPrefix = values.find(_.toString() == value).getOrElse { - throw new OpenAIScalaClientException(s"Unknown attributionSourceIdPrefix: $value") - } + def of(value: String): AttributionSourceIdPrefix = + values.find(_.toString() == value).getOrElse { + throw new OpenAIScalaClientException(s"Unknown attributionSourceIdPrefix: $value") + } } sealed trait AttributionSourceId { diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/ListCachedContentsResponse.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/ListCachedContentsResponse.scala new file mode 100644 index 00000000..c92fab80 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/ListCachedContentsResponse.scala @@ -0,0 +1,17 @@ +package io.cequence.openaiscala.gemini.domain.response + +import io.cequence.openaiscala.gemini.domain.CachedContent + +/** + * Response from ListCachedContents containing a paginated list. + * + * @param cachedContents + * list of cached contents. + * @param nextPageToken + * A token, which can be sent as pageToken to retrieve the next page. If this field is + * omitted, there are no more pages. + */ +case class ListCachedContentsResponse( + cachedContents: Seq[CachedContent] = Nil, + nextPageToken: Option[String] = None +) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/CreateChatCompletionSettingsOps.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/CreateChatCompletionSettingsOps.scala new file mode 100644 index 00000000..33c55249 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/CreateChatCompletionSettingsOps.scala @@ -0,0 +1,29 @@ +package io.cequence.openaiscala.gemini.domain.settings + +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings + +// TODO +object CreateChatCompletionSettingsOps { + implicit class RichGeminiCreateChatCompletionSettings( + settings: CreateChatCompletionSettings + ) { + private val CacheSystemMessage = "cache_system_message" + private val UseCache = "use_system_cache" + + def setCacheSystemMessage(flag: Boolean): CreateChatCompletionSettings = + settings.copy( + extra_params = settings.extra_params + (CacheSystemMessage -> flag) + ) + + def setUseCache(name: String): CreateChatCompletionSettings = + settings.copy( + extra_params = settings.extra_params + (UseCache -> name) + ) + + def geminiCacheSystemMessage: Boolean = + settings.extra_params.get(CacheSystemMessage).map(_.toString).contains("true") + + def heminiSystemMessageCache: Option[String] = + settings.extra_params.get(UseCache).map(_.toString) + } +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerateContentSettings.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerateContentSettings.scala index d77befdf..21d0185f 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerateContentSettings.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/GenerateContentSettings.scala @@ -3,6 +3,33 @@ package io.cequence.openaiscala.gemini.domain.settings import io.cequence.openaiscala.gemini.domain.{Content, HarmBlockThreshold, HarmCategory, Tool} import io.cequence.wsclient.domain.EnumValue +/** + * The request body contains data with the following structure: + * + * @param model + * Required. The model to use for generating content. + * @param tools + * Optional. A list of Tools the Model may use to generate the next response. A Tool is a + * piece of code that enables the system to interact with external systems to perform an + * action, or set of actions, outside of knowledge and scope of the Model. Supported Tools + * are Function and codeExecution. Refer to the Function calling and the Code execution + * guides to learn more. + * @param toolConfig + * Optional. Tool configuration for any Tool specified in the request. Refer to the Function + * calling guide for a usage example. + * @param safetySettings + * Optional. A list of unique SafetySetting instances for blocking unsafe content. This will + * be enforced on the GenerateContentRequest. Refer to the guide for detailed information on + * available safety settings. Also refer to the Safety guidance to learn how to incorporate + * safety considerations in your AI applications. + * @param systemInstruction + * Optional. Developer set system instruction(s). Currently, text only. + * @param generationConfig + * Optional. Configuration options for model generation and outputs. + * @param cachedContent + * Optional. The name of the content cached to use as context to serve the prediction. + * Format: cachedContents/{cachedContent} + */ case class GenerateContentSettings( model: String, tools: Option[Seq[Tool]] = None, diff --git a/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala b/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala new file mode 100644 index 00000000..462ca345 --- /dev/null +++ b/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala @@ -0,0 +1,155 @@ +package io.cequence.openaiscala.gemini + +import io.cequence.openaiscala.gemini.JsonFormats._ +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.gemini.JsonFormatsSpec.JsonPrintMode +import io.cequence.openaiscala.gemini.JsonFormatsSpec.JsonPrintMode.{Compact, Pretty} +import io.cequence.openaiscala.gemini.domain.{ChatRole, Content} +import io.cequence.openaiscala.gemini.domain.response.{Candidate, CitationMetadata, FinishReason, GroundingAttribution, GroundingMetadata, LogprobsResult, SafetyRating, TopCandidates} +import org.scalatest.matchers.should.Matchers +import org.scalatest.wordspec.AnyWordSpecLike +import play.api.libs.json.{Format, Json} + +object JsonFormatsSpec { + sealed trait JsonPrintMode + object JsonPrintMode { + case object Compact extends JsonPrintMode + case object Pretty extends JsonPrintMode + } +} + +class JsonFormatsSpec extends AnyWordSpecLike with Matchers { + + "JSON Formats" should { + + "serialize and deserialize candidate with log probs" in { + prettyTestCodec[Candidate]( + Candidate( + content = Content.textPart("Hello, world!", ChatRole.User), + logprobsResult = Some(LogprobsResult( + topCandidates = Nil, + chosenCandidates = Seq( + Candidate( + content = Content.textPart("Hello, back!", ChatRole.Model) + ) + ) + )), + ), + """{ + | "content" : { + | "parts" : [ { + | "text" : "Hello, world!" + | } ], + | "role" : "user" + | }, + | "safetyRatings" : [ ], + | "groundingAttributions" : [ ], + | "logprobsResult" : { + | "topCandidates" : [ ], + | "chosenCandidates" : [ { + | "content" : { + | "parts" : [ { + | "text" : "Hello, back!" + | } ], + | "role" : "model" + | }, + | "safetyRatings" : [ ], + | "groundingAttributions" : [ ] + | } ] + | } + |}""".stripMargin + ) + } + + "serialize and deserialize top candidate" in { + prettyTestCodec[TopCandidates]( + TopCandidates( + Seq( + Candidate( + content = Content.textPart("Hello, there!", ChatRole.User) + ), + Candidate( + content = Content.textPart("Hello, back!", ChatRole.Model) + ) + ) + ), + """{ + | "candidates" : [ { + | "content" : { + | "parts" : [ { + | "text" : "Hello, there!" + | } ], + | "role" : "user" + | }, + | "safetyRatings" : [ ], + | "groundingAttributions" : [ ] + | }, { + | "content" : { + | "parts" : [ { + | "text" : "Hello, back!" + | } ], + | "role" : "model" + | }, + | "safetyRatings" : [ ], + | "groundingAttributions" : [ ] + | } ] + |}""".stripMargin + ) + } + } + + private def testCodec[A]( + value: A, + json: String, + printMode: JsonPrintMode = Compact, + justSemantics: Boolean = false + )( + implicit format: Format[A] + ): Unit = { + val jsValue = Json.toJson(value) + val serialized = printMode match { + case Compact => jsValue.toString() + case Pretty => Json.prettyPrint(jsValue) + } + + println(serialized) + + if (!justSemantics) serialized shouldBe json + + val json2 = Json.parse(json).as[A] + json2 shouldBe value + } + + private def prettyTestCodec[A]( + value: A, + json: String, + justSemantics: Boolean = false + )( + implicit format: Format[A] + ): Unit = + testCodec(value, json, Pretty, justSemantics) + + private def testSerialization[A]( + value: A, + json: String, + printMode: JsonPrintMode = Compact + )( + implicit format: Format[A] + ): Unit = { + val jsValue = Json.toJson(value) + val serialized = printMode match { + case Compact => jsValue.toString() + case Pretty => Json.prettyPrint(jsValue) + } + serialized shouldBe json + } + + private def testDeserialization[A]( + value: A, + json: String + )( + implicit format: Format[A] + ): Unit = { + Json.parse(json).as[A] shouldBe value + } +} From b28307ad987fbaa21c32838987e5a06e22f94f18 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:22:01 +0100 Subject: [PATCH 175/404] Google gemini service - generateContent, generateContentStreamed, listModels, createCachedContent, updateCachedContent, listCachedContents, getCachedContent, and deleteCachedContent --- .../gemini/service/GeminiService.scala | 160 ++++++++++++++++ .../gemini/service/GeminiServiceConsts.scala | 20 ++ .../gemini/service/GeminiServiceFactory.scala | 50 +++++ .../gemini/service/impl/EndPoint.scala | 44 +++++ .../service/impl/GeminiServiceImpl.scala | 174 ++++++++++++++++++ 5 files changed, 448 insertions(+) create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiService.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiServiceConsts.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiServiceFactory.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/EndPoint.scala create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/GeminiServiceImpl.scala diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiService.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiService.scala new file mode 100644 index 00000000..df4a60ce --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiService.scala @@ -0,0 +1,160 @@ +package io.cequence.openaiscala.gemini.service + +import akka.NotUsed +import akka.stream.scaladsl.Source +import io.cequence.openaiscala.gemini.domain.response.{ + GenerateContentResponse, + ListCachedContentsResponse, + ListModelsResponse +} +import io.cequence.openaiscala.gemini.domain.settings.GenerateContentSettings +import io.cequence.openaiscala.gemini.domain.{CachedContent, Content, Expiration} +import io.cequence.wsclient.service.CloseableService + +import scala.concurrent.Future + +trait GeminiService extends CloseableService with GeminiServiceConsts { + + /** + * The Gemini API supports content generation with images, audio, code, tools, and more. For + * details on each of these features, read on and check out the task-focused sample code, or + * read the comprehensive guides. + * + * @param contents + * For single-turn queries, this is a single instance. For multi-turn queries like chat, + * this is a repeated field that contains the conversation history and the latest request. + * @param settings + * @return + * generate content response + * @see + * Gemini Docs + */ + def generateContent( + contents: Seq[Content], + settings: GenerateContentSettings = DefaultSettings.GenerateContent + ): Future[GenerateContentResponse] + + /** + * The Gemini API supports content generation with images, audio, code, tools, and more. For + * details on each of these features, read on and check out the task-focused sample code, or + * read the comprehensive guides with streamed response. + * + * @param contents + * For single-turn queries, this is a single instance. For multi-turn queries like chat, + * this is a repeated field that contains the conversation history and the latest request. + * @param settings + * @return + * generate content response + * @see + * Gemini Docs + */ + def generateContentStreamed( + contents: Seq[Content], + settings: GenerateContentSettings = DefaultSettings.GenerateContent + ): Source[GenerateContentResponse, NotUsed] + + /** + * Lists the Models available through the Gemini API. + * + * @param pageSize + * The maximum number of Models to return (per page). If unspecified, 50 models will be + * returned per page. This method returns at most 1000 models per page, even if you pass a + * larger pageSize. + * @param pageToken + * A page token, received from a previous models.list call. Provide the pageToken returned + * by one request as an argument to the next request to retrieve the next page. When + * paginating, all other parameters provided to models.list must match the call that + * provided the page token. + * + * @return + * @see + * Gemini Docs + */ + def listModels( + pageSize: Option[Int] = None, + pageToken: Option[String] = None + ): Future[ListModelsResponse] + + /** + * Creates CachedContent resource. + * + * @param cachedContent + * @return + * If successful, the response body contains a newly created instance of CachedContent. + * + * @see + * Gemini + * Docs + */ + def createCachedContent( + cachedContent: CachedContent + ): Future[CachedContent] + + /** + * Updates CachedContent resource (only expiration is updatable). + * + * @param name + * Optional. Identifier. The resource name referring to the cached content. Format: + * cachedContents/{id} It takes the form cachedContents/{cachedcontent}. + * @param expiration + * @return + * If successful, the response body contains an updated instance of CachedContent. + * @see + * Gemini Docs + */ + def updateCachedContent( + name: String, + expiration: Expiration + ): Future[CachedContent] + + /** + * Lists CachedContents. + * + * @param pageSize + * Optional. The maximum number of cached contents to return. The service may return fewer + * than this value. If unspecified, some default (under maximum) number of items will be + * returned. The maximum value is 1000; values above 1000 will be coerced to 1000. + * @param pageToken + * Optional. A page token, received from a previous cachedContents.list call. Provide this + * to retrieve the subsequent page. + * + * When paginating, all other parameters provided to cachedContents.list must match the call + * that provided the page token. + * @return + * + * @see + * Gemini Docs + */ + def listCachedContents( + pageSize: Option[Int] = None, + pageToken: Option[String] = None + ): Future[ListCachedContentsResponse] + + /** + * Reads CachedContent resource. + * + * @param pageSize + * @param pageToken + * @return + * + * @see + * Gemini Docs + */ + def getCachedContent( + name: String + ): Future[CachedContent] + + /** + * Deletes CachedContent resource. + * + * @param name + * @return + * + * @see + * Gemini + * Docs + */ + def deleteCachedContent( + name: String + ): Future[Unit] +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiServiceConsts.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiServiceConsts.scala new file mode 100644 index 00000000..0016ec9e --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiServiceConsts.scala @@ -0,0 +1,20 @@ +package io.cequence.openaiscala.gemini.service + +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.gemini.domain.settings.GenerateContentSettings +import io.cequence.openaiscala.service.ChatProviderSettings + +/** + * Constants of [[GeminiService]], mostly defaults + */ +trait GeminiServiceConsts { + + protected val coreUrl = ChatProviderSettings.geminiCoreURL + + object DefaultSettings { + + val GenerateContent = GenerateContentSettings( + model = NonOpenAIModelId.gemini_2_0_flash + ) + } +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiServiceFactory.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiServiceFactory.scala new file mode 100644 index 00000000..535e52cb --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/GeminiServiceFactory.scala @@ -0,0 +1,50 @@ +package io.cequence.openaiscala.gemini.service + +import akka.stream.Materializer +import io.cequence.openaiscala.EnvHelper +import io.cequence.openaiscala.gemini.service.impl.{ + GeminiServiceImpl, + OpenAIGeminiChatCompletionService +} +import io.cequence.openaiscala.service.ChatProviderSettings +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService + +import scala.concurrent.ExecutionContext + +/** + * Factory for creating instances of the [[GeminiService]] and an OpenAI adapter for + * [[io.cequence.openaiscala.service.OpenAIChatCompletionService]] + */ +object GeminiServiceFactory extends GeminiServiceConsts with EnvHelper { + + private val apiKeyEnv = ChatProviderSettings.gemini.apiKeyEnvVariable + + def apply( + apiKey: String = getEnvValue(apiKeyEnv) + )( + implicit ec: ExecutionContext, + materializer: Materializer + ): GeminiService = new GeminiServiceImpl(apiKey) + + /** + * Create a new instance of the [[OpenAIChatCompletionService]] wrapping the SonarService + * + * @param apiKey + * The API key to use for authentication (if not specified the SONAR_API_KEY env. variable + * will be used) + * @param timeouts + * The explicit timeouts to use for the service (optional) + * @param ec + * @param materializer + * @return + */ + def asOpenAI( + apiKey: String = getEnvValue(apiKeyEnv) + )( + implicit ec: ExecutionContext, + materializer: Materializer + ): OpenAIChatCompletionStreamedService = + new OpenAIGeminiChatCompletionService( + new GeminiServiceImpl(apiKey) + ) +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/EndPoint.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/EndPoint.scala new file mode 100644 index 00000000..ea5c56c6 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/EndPoint.scala @@ -0,0 +1,44 @@ +package io.cequence.openaiscala.gemini.service.impl + +import io.cequence.wsclient.domain.{EnumValue, NamedEnumValue} + +sealed abstract class EndPoint(value: String = "") extends NamedEnumValue(value) + +object EndPoint { + case class generateContent(model: String) + extends EndPoint(s"models/${stripModelsPrefix(model)}:generateContent") + case class streamGenerateContent(model: String) + extends EndPoint(s"models/${stripModelsPrefix(model)}:streamGenerateContent") + case object models extends EndPoint + case object cachedContents extends EndPoint + case class cachedContents(name: String) + extends EndPoint(s"cachedContents/${stripCachedContentsPrefix(name)}") + + private def stripCachedContentsPrefix(name: String): String = + name.stripPrefix("cachedContents/") + + private def stripModelsPrefix(name: String): String = + name.stripPrefix("models/") +} + +sealed trait Param extends EnumValue + +object Param { + + case object key extends Param + case object contents extends Param + case object model extends Param + case object tools extends Param + case object tool_config extends Param + case object safety_settings extends Param + case object system_instruction extends Param + case object generation_config extends Param + case object cached_content extends Param + case object page_size extends Param + case object page_token extends Param + case object name extends Param + case object ttl extends Param + case object expireTime extends Param + case object updateMask extends Param + case object cachedContent extends Param +} diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/GeminiServiceImpl.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/GeminiServiceImpl.scala new file mode 100644 index 00000000..f0d2d524 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/GeminiServiceImpl.scala @@ -0,0 +1,174 @@ +package io.cequence.openaiscala.gemini.service.impl + +import akka.NotUsed +import akka.stream.Materializer +import akka.stream.scaladsl.Source +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.gemini.JsonFormats._ +import io.cequence.openaiscala.gemini.domain.response.{ + GenerateContentResponse, + ListCachedContentsResponse, + ListModelsResponse +} +import io.cequence.openaiscala.gemini.domain.settings.GenerateContentSettings +import io.cequence.openaiscala.gemini.domain.{CachedContent, Content, Expiration} +import io.cequence.openaiscala.gemini.service.GeminiService +import io.cequence.wsclient.JsonUtil.JsonOps +import io.cequence.wsclient.ResponseImplicits.JsonSafeOps +import io.cequence.wsclient.domain.WsRequestContext +import io.cequence.wsclient.service.WSClientWithEngineTypes.WSClientWithStreamEngine +import io.cequence.wsclient.service.ws.stream.PlayWSStreamClientEngine +import io.cequence.wsclient.service.{WSClientEngine, WSClientEngineStreamExtra} +import play.api.libs.json._ + +import scala.concurrent.{ExecutionContext, Future} + +private[service] class GeminiServiceImpl( + apiKey: String +)( + override implicit val ec: ExecutionContext, + implicit val materializer: Materializer +) extends GeminiService + with WSClientWithStreamEngine { + + override protected type PEP = EndPoint + override protected type PT = Param + + override protected val engine: WSClientEngine with WSClientEngineStreamExtra = + PlayWSStreamClientEngine( + coreUrl, + WsRequestContext( + extraParams = Seq( + Param.key.toString() -> apiKey + ) + ) + ) + + override def generateContent( + contents: Seq[Content], + settings: GenerateContentSettings + ): Future[GenerateContentResponse] = + execPOST( + EndPoint.generateContent(settings.model), + bodyParams = createBodyParams(contents, settings) + ).map( + _.asSafeJson[GenerateContentResponse] + ) + + override def generateContentStreamed( + contents: Seq[Content], + settings: GenerateContentSettings + ): Source[GenerateContentResponse, NotUsed] = { + val bodyParams = createBodyParams(contents, settings) + val stringParams = paramTuplesToStrings(bodyParams) + + engine + .execJsonStream( + EndPoint.streamGenerateContent(settings.model).toString(), + "POST", + bodyParams = stringParams, + maxFrameLength = Some(20000), + framingDelimiter = "\n,\r\n", + stripPrefix = Some("["), + stripSuffix = Some("]") + ) + .map { json => + (json \ "error").toOption.map { error => + throw new OpenAIScalaClientException(error.toString()) + }.getOrElse { + json.asSafe[GenerateContentResponse] + } + } + } + + private def createBodyParams( + contents: Seq[Content], + settings: GenerateContentSettings + ): Seq[(Param, Option[JsValue])] = { + assert(contents.nonEmpty, "At least one content/message expected.") + + jsonBodyParams( + Param.contents -> Some(Json.toJson(contents)), + Param.tools -> settings.tools.map(Json.toJson(_)), + Param.tool_config -> settings.toolConfig.map(Json.toJson(_)), + Param.safety_settings -> settings.safetySettings.map(Json.toJson(_)), + Param.system_instruction -> settings.systemInstruction.map(Json.toJson(_)), + Param.generation_config -> settings.generationConfig.map(Json.toJson(_)), + Param.cached_content -> settings.cachedContent.map(Json.toJson(_)) + ) + } + + override def listModels( + pageSize: Option[Int], + pageToken: Option[String] + ): Future[ListModelsResponse] = + execGET( + EndPoint.models, + params = Seq( + Param.page_size -> pageSize, + Param.page_token -> pageToken + ) + ).map( + _.asSafeJson[ListModelsResponse] + ) + + override def listCachedContents( + pageSize: Option[Int], + pageToken: Option[String] + ): Future[ListCachedContentsResponse] = + execGET( + EndPoint.cachedContents, + params = Seq( + Param.page_size -> pageSize, + Param.page_token -> pageToken + ) + ).map( + _.asSafeJson[ListCachedContentsResponse] + ) + + override def createCachedContent( + cachedContent: CachedContent + ): Future[CachedContent] = + execPOSTBody( + EndPoint.cachedContents, + body = Json.toJson(cachedContent)(cachedContentFormat) + ).map( + _.asSafeJson[CachedContent] + ) + + override def updateCachedContent( + name: String, + expiration: Expiration + ): Future[CachedContent] = { + val (updateMask, value) = expiration match { + case Expiration.ExpireTime(value) => + (Param.expireTime, value) + case Expiration.TTL(value) => + (Param.ttl, value) + } + + execPATCH( + EndPoint.cachedContents(name), + bodyParams = jsonBodyParams( +// Param.name -> Some(name), +// Param.updateMask -> Some(updateMask), +// Param.cachedContent -> Some(Json.obj(updateMask -> JsString(value))) + updateMask -> Some(value) + ) + ).map( + _.asSafeJson[CachedContent] + ) + } + + override def getCachedContent(name: String): Future[CachedContent] = + execGET( + EndPoint.cachedContents(name) + ).map( + _.asSafeJson[CachedContent] + ) + + override def deleteCachedContent(name: String): Future[Unit] = + execDELETE( + EndPoint.cachedContents(name) + ).map(_ => ()) +} From b1a211ef25ae4d0103db63953e993e3f7ce4f010 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:22:59 +0100 Subject: [PATCH 176/404] Google gemini service - openAI chat completion wrapper --- .../OpenAIGeminiChatCompletionService.scala | 304 ++++++++++++++++++ 1 file changed, 304 insertions(+) create mode 100644 google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala new file mode 100644 index 00000000..63279744 --- /dev/null +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala @@ -0,0 +1,304 @@ +package io.cequence.openaiscala.gemini.service.impl + +import akka.NotUsed +import akka.stream.scaladsl.Source +import io.cequence.openaiscala.OpenAIScalaClientException +import io.cequence.openaiscala.domain.BaseMessage.getTextContent +import io.cequence.openaiscala.domain.response.{ + ChatCompletionChoiceChunkInfo, + ChatCompletionChoiceInfo, + ChatCompletionChunkResponse, + ChatCompletionResponse, + ChunkMessageSpec, + PromptTokensDetails, + UsageInfo => OpenAIUsageInfo +} +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.{ + AssistantMessage, + BaseMessage, + DeveloperMessage, + ImageURLContent, + SystemMessage, + TextContent, + UserMessage, + UserSeqMessage, + ChatRole => OpenAIChatRole +} +import io.cequence.openaiscala.gemini.domain.ChatRole.User +import io.cequence.openaiscala.gemini.domain.Part.{FileData, InlineData} +import io.cequence.openaiscala.gemini.domain.response.{GenerateContentResponse, UsageMetadata} +import io.cequence.openaiscala.gemini.domain.settings.CreateChatCompletionSettingsOps._ +import io.cequence.openaiscala.gemini.domain.settings.{ + GenerateContentSettings, + GenerationConfig +} +import io.cequence.openaiscala.gemini.domain.{CachedContent, ChatRole, Content, Part} +import io.cequence.openaiscala.gemini.service.GeminiService +import io.cequence.openaiscala.service.{ + OpenAIChatCompletionService, + OpenAIChatCompletionStreamedServiceExtra +} + +import scala.concurrent.{ExecutionContext, Future} + +private[service] class OpenAIGeminiChatCompletionService( + underlying: GeminiService +)( + implicit executionContext: ExecutionContext +) extends OpenAIChatCompletionService + with OpenAIChatCompletionStreamedServiceExtra { + + override def createChatCompletion( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings + ): Future[ChatCompletionResponse] = { + val (userMessages, systemMessage) = splitMessage(messages) + + for { + settings <- handleCaching(systemMessage.get, userMessages, settings) + + response <- underlying.generateContent( + userMessages.map(toGeminiContent), + settings + ) + } yield toOpenAIResponse(response) + } + + override def createChatCompletionStreamed( + messages: Seq[BaseMessage], + settings: CreateChatCompletionSettings + ): Source[ChatCompletionChunkResponse, NotUsed] = { + val (userMessages, systemMessage) = splitMessage(messages) + + val futureSource = handleCaching(systemMessage.get, userMessages, settings).map(settings => + underlying + .generateContentStreamed( + userMessages.map(toGeminiContent), + settings + ) + .map(toOpenAIChunkResponse) + ) + + // keep it like this because of the compatibility with older versions of Akka stream + Source.fromFutureSource(futureSource).mapMaterializedValue(_ => NotUsed) + } + + private def handleCaching( + systemMessage: BaseMessage, + userMessages: Seq[BaseMessage], + settings: CreateChatCompletionSettings + ): Future[GenerateContentSettings] = + if (settings.geminiCacheSystemMessage) { + // we cache only the system message + cacheMessages(systemMessage, userMessage = None, settings).map { cacheName => + // we skip the system message, as it is cached, plus we set the cache name + toGeminiSettings(settings, systemMessage = None).copy(cachedContent = Some(cacheName)) + } + } else + Future.successful( + // no cache, we pass the system message + toGeminiSettings(settings, Some(systemMessage)) + ) + + // returns the cache name + private def cacheMessages( + systemMessage: BaseMessage, + userMessage: Option[BaseMessage], + settings: CreateChatCompletionSettings + ): Future[String] = { + val systemMessageContent = getTextContent(systemMessage).getOrElse( + throw new OpenAIScalaClientException("System message content is missing.") + ) + val userMessageContent = userMessage.flatMap(getTextContent) + + underlying + .createCachedContent( + CachedContent( + // the first is considered the system message + systemInstruction = Some(Content.textPart(systemMessageContent, User)), + // the rest goes to the user messages/contents + contents = userMessageContent + .map(content => Seq(Content.textPart(content, User))) + .getOrElse(Nil), + model = settings.model + ) + ) + .map(_.name.get) + } + + private def splitMessage(messages: Seq[BaseMessage]) + : (Seq[BaseMessage], Option[BaseMessage]) = { + val (systemMessages, userMessages) = messages.partition { + case _: SystemMessage => true + case _: DeveloperMessage => true + case _ => false + } + + if (systemMessages.size > 1) + throw new OpenAIScalaClientException("Only one system message is supported.") + + (userMessages, systemMessages.headOption) + } + + private def toGeminiContent(message: BaseMessage): Content = + message match { + case SystemMessage(content, _) => + Content(Seq(Part.Text(content)), Some(ChatRole.User)) + + case DeveloperMessage(content, _) => + Content(Seq(Part.Text(content)), Some(ChatRole.User)) + + case UserMessage(content, _) => + Content(Seq(Part.Text(content)), Some(ChatRole.User)) + + case UserSeqMessage(content, _) => + val parts = content.map { + case TextContent(content) => Part.Text(content) + case ImageURLContent(url) => + if (url.startsWith("data:")) { + val mediaTypeEncodingAndData = url.drop(5) + val mediaType = mediaTypeEncodingAndData.takeWhile(_ != ';') + val encodingAndData = mediaTypeEncodingAndData.drop(mediaType.length + 1) + val encoding = encodingAndData.takeWhile(_ != ',') + val data = encodingAndData.drop(encoding.length + 1) + + InlineData( + mimeType = mediaType, + data = data + ) + } else + FileData( + mimeType = None, + fileUri = url + ) + } + + Content(parts, Some(ChatRole.User)) + + case AssistantMessage(content, _) => + Content(Seq(Part.Text(content)), Some(ChatRole.Model)) + + case _ => throw new OpenAIScalaClientException(s"Unsupported message type for Gemini.") + } + + private def toGeminiSettings( + settings: CreateChatCompletionSettings, + systemMessage: Option[BaseMessage] + ): GenerateContentSettings = + GenerateContentSettings( + model = settings.model, + tools = None, // TODO + toolConfig = None, // TODO + safetySettings = None, + systemInstruction = systemMessage.map(toGeminiContent), + generationConfig = Some( + GenerationConfig( + stopSequences = (if (settings.stop.nonEmpty) Some(settings.stop) else None), + responseMimeType = None, + responseSchema = None, // TODO: support JSON! + responseModalities = None, + candidateCount = settings.n, + maxOutputTokens = settings.max_tokens, + temperature = settings.temperature, + topP = settings.top_p, + topK = None, + seed = settings.seed, + presencePenalty = settings.presence_penalty, + frequencyPenalty = settings.frequency_penalty, + responseLogprobs = settings.logprobs, + logprobs = settings.top_logprobs, + enableEnhancedCivicAnswers = None, + speechConfig = None + ) + ), + cachedContent = None + ) + + private def toOpenAIResponse( + response: GenerateContentResponse + ): ChatCompletionResponse = + ChatCompletionResponse( + id = "gemini", + created = new java.util.Date(), + model = response.modelVersion, + system_fingerprint = None, + choices = response.candidates.map { candidate => + ChatCompletionChoiceInfo( + index = candidate.index.getOrElse(0), + message = toOpenAIAssistantMessage(candidate.content), + finish_reason = candidate.finishReason.map(_.toString), + logprobs = None + ) + }, + usage = Some(toOpenAIUsage(response.usageMetadata)) + ) + + private def toOpenAIChunkResponse( + response: GenerateContentResponse + ): ChatCompletionChunkResponse = + ChatCompletionChunkResponse( + id = "gemini", + created = new java.util.Date(), + model = response.modelVersion, + system_fingerprint = None, + choices = response.candidates.map { candidate => + ChatCompletionChoiceChunkInfo( + index = candidate.index.getOrElse(0), + delta = toOpenAIAssistantChunkMessage(candidate.content), + finish_reason = candidate.finishReason.map(_.toString) + ) + }, + usage = Some(toOpenAIUsage(response.usageMetadata)) + ) + + private def toOpenAIAssistantMessage( + content: Content + ): AssistantMessage = + AssistantMessage( + content.parts.collect { + case Part.Text(text) => text + case _ => + throw new OpenAIScalaClientException( + s"Unsupported assistant part type for Gemini. Implement me!" + ) + }.mkString("\n") + ) + + private def toOpenAIAssistantChunkMessage( + content: Content + ): ChunkMessageSpec = { + val texts = content.parts.collect { + case Part.Text(text) => text + case _ => + throw new OpenAIScalaClientException( + s"Unsupported assistant part type for Gemini. Implement me!" + ) + } + + ChunkMessageSpec( + Some(OpenAIChatRole.Assistant), + if (texts.nonEmpty) Some(texts.mkString("\n")) else None + ) + } + + private def toOpenAIUsage( + usageMetadata: UsageMetadata + ) = + OpenAIUsageInfo( + prompt_tokens = usageMetadata.promptTokenCount, + total_tokens = usageMetadata.totalTokenCount, + completion_tokens = usageMetadata.candidatesTokenCount, + prompt_tokens_details = Some( + PromptTokensDetails( + cached_tokens = usageMetadata.cachedContentTokenCount.getOrElse(0), + audio_tokens = 0 + ) + ) + ) + + /** + * Closes the underlying ws client, and releases all its resources. + */ + override def close(): Unit = underlying.close() +} From 3a88540d289a91e3723ceb3d3aaa4253a6c4587e Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:25:08 +0100 Subject: [PATCH 177/404] Google vertext - usage info adjusted --- .../openaiscala/vertexai/service/impl/package.scala | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala b/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala index bd9b7e42..d5643473 100644 --- a/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala +++ b/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala @@ -157,8 +157,10 @@ package object impl { ) // Number of candidates to generate. setValue(_.setCandidateCount(_: Int), settings.n) + // The maximum number of output tokens to generate per message setValue(_.setMaxOutputTokens(_: Int), settings.max_tokens) + // Stop sequences. setValue( _.addAllStopSequences(_: java.lang.Iterable[String]), @@ -202,7 +204,13 @@ package object impl { OpenAIUsageInfo( prompt_tokens = usageInfo.getPromptTokenCount, total_tokens = usageInfo.getTotalTokenCount, - completion_tokens = Some(usageInfo.getTotalTokenCount - usageInfo.getPromptTokenCount) + completion_tokens = Some(usageInfo.getPromptTokenCount) +// prompt_tokens_details = Some( +// PromptTokensDetails( +// cached_tokens = usageInfo.getCachedContentTokenCount.getOrElse(0), TODO: add once available +// audio_tokens = 0 +// ) +// ) ) } } From 30ce01f0bf70179da131b578667194c36eecbfbc Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:25:56 +0100 Subject: [PATCH 178/404] Anthropic - usage info extended --- .../response/CreateMessageResponse.scala | 4 +++- .../impl/AwsEventStreamBytesDecoder.scala | 2 +- .../anthropic/service/impl/package.scala | 21 ++++++++++++++----- 3 files changed, 20 insertions(+), 7 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala index ee5aa010..2bb7e01f 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala @@ -44,6 +44,8 @@ object CreateMessageResponse { case class UsageInfo( input_tokens: Int, - output_tokens: Int + output_tokens: Int, + cache_creation_input_tokens: Int, + cache_read_input_tokens: Int ) } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala index e48a5f36..02a16d8d 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamBytesDecoder.scala @@ -4,7 +4,7 @@ import akka.NotUsed import akka.stream.scaladsl.Flow import java.util.Base64 -import play.api.libs.json.{JsString, JsValue, Json} +import play.api.libs.json.{JsValue, Json} object AwsEventStreamBytesDecoder { def flow: Flow[JsValue, JsValue, NotUsed] = Flow[JsValue].map { eventJson => diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 2258dd35..982ae40c 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -17,6 +17,7 @@ import io.cequence.openaiscala.domain.response.{ ChatCompletionChunkResponse, ChatCompletionResponse, ChunkMessageSpec, + PromptTokensDetails, UsageInfo => OpenAIUsageInfo } import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings @@ -25,13 +26,13 @@ import io.cequence.openaiscala.domain.{ ChatRole, MessageSpec, SystemMessage, + AssistantMessage => OpenAIAssistantMessage, BaseMessage => OpenAIBaseMessage, Content => OpenAIContent, ImageURLContent => OpenAIImageContent, TextContent => OpenAITextContent, UserMessage => OpenAIUserMessage, - UserSeqMessage => OpenAIUserSeqMessage, - AssistantMessage => OpenAIAssistantMessage + UserSeqMessage => OpenAIUserSeqMessage } import java.{util => ju} @@ -215,10 +216,20 @@ package object impl extends AnthropicServiceConsts { messageContent.mkString("\n") def toOpenAI(usageInfo: UsageInfo): OpenAIUsageInfo = { + val promptTokens = + usageInfo.input_tokens + usageInfo.cache_creation_input_tokens + usageInfo.cache_read_input_tokens + OpenAIUsageInfo( - prompt_tokens = usageInfo.input_tokens, - total_tokens = usageInfo.input_tokens + usageInfo.output_tokens, - completion_tokens = Some(usageInfo.output_tokens) + prompt_tokens = promptTokens, + completion_tokens = Some(usageInfo.output_tokens), + total_tokens = promptTokens + usageInfo.output_tokens, + prompt_tokens_details = Some( + PromptTokensDetails( + cached_tokens = usageInfo.cache_read_input_tokens, + audio_tokens = 0 + ) + ), + completion_tokens_details = None ) } } From c00b07e31849f1f27bd934d3ee46285ae3f937b7 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:27:17 +0100 Subject: [PATCH 179/404] Chat completion chunk response - contentHead shortcut --- .../service/OpenAIChatCompletionServiceFactory.scala | 4 +++- .../domain/response/ChatCompletionResponse.scala | 12 ++++++++++-- 2 files changed, 13 insertions(+), 3 deletions(-) diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala index 611d7b89..58a3adfc 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala @@ -44,7 +44,9 @@ trait IOpenAIChatCompletionServiceFactory[F] extends RawWsServiceFactory[F] { apply( coreUrl = providerSettings.coreUrl, WsRequestContext(authHeaders = - Seq(("Authorization", s"Bearer ${sys.env(providerSettings.apiKeyEnvVariable)}")) + Seq( + ("Authorization", s"Bearer ${sys.env(providerSettings.apiKeyEnvVariable)}"), + ) ) ) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala index 41e03123..cbb90363 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala @@ -25,7 +25,7 @@ sealed trait BaseChatCompletionResponse[ } case class ChatCompletionResponse( - id: String, + id: String, // gemini openai has this as null created: ju.Date, model: String, system_fingerprint: Option[String], // new @@ -122,7 +122,15 @@ case class ChatCompletionChunkResponse( choices: Seq[ChatCompletionChoiceChunkInfo], // TODO: seems to be provided at the end when some flag is set usage: Option[UsageInfo] -) +) { + def contentHead: Option[String] = choices.headOption + .map(_.delta.content) + .getOrElse( + throw new OpenAIScalaClientException( + s"No choices in the chat completion response ${id}." + ) + ) +} case class ChatCompletionChoiceChunkInfo( delta: ChunkMessageSpec, From 6e3f47c2c62a2653ef0d222d8fafa301f81addc7 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:28:05 +0100 Subject: [PATCH 180/404] OpenAI usage - adding PromptTokensDetails section --- .../main/scala/io/cequence/openaiscala/JsonFormats.scala | 3 +++ .../domain/response/TextCompletionResponse.scala | 6 ++++++ 2 files changed, 9 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 14588c7e..4be436bf 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -54,6 +54,9 @@ object JsonFormats { implicit lazy val completionTokenDetailsFormat: Format[CompletionTokenDetails] = Json.format[CompletionTokenDetails] + implicit lazy val promptTokensDetailsFormat: Format[PromptTokensDetails] = + Json.format[PromptTokensDetails] + implicit lazy val usageInfoFormat: Format[UsageInfo] = Json.format[UsageInfo] private implicit lazy val stringDoubleMapFormat: Format[Map[String, Double]] = diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala index 9338b065..8d569808 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala @@ -22,6 +22,7 @@ case class UsageInfo( prompt_tokens: Int, total_tokens: Int, completion_tokens: Option[Int], + prompt_tokens_details: Option[PromptTokensDetails] = None, completion_tokens_details: Option[CompletionTokenDetails] = None ) @@ -31,6 +32,11 @@ case class CompletionTokenDetails( rejected_prediction_tokens: Int ) +case class PromptTokensDetails( + cached_tokens: Int, + audio_tokens: Int +) + case class LogprobsInfo( tokens: Seq[String], token_logprobs: Seq[Double], From 24ab6fb0a58705a44ce250b6532625f210c62b93 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:28:42 +0100 Subject: [PATCH 181/404] Chat provider settings - registering Gemini API URL --- .../io/cequence/openaiscala/service/ChatProviderSettings.scala | 2 ++ .../cequence/openaiscala/service/adapter/ServiceAdapters.scala | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala index e8a52219..e2624d32 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala @@ -16,4 +16,6 @@ object ChatProviderSettings { val deepseek = ProviderSettings("https://api.deepseek.com/", "DEEPSEEK_API_KEY") val deepseekBeta = ProviderSettings("https://api.deepseek.com/beta/", "DEEPSEEK_API_KEY") val sonar = ProviderSettings("https://api.perplexity.ai/", "SONAR_API_KEY") + val geminiCoreURL = "https://generativelanguage.googleapis.com/v1beta/" + val gemini = ProviderSettings(s"${geminiCoreURL}openai/", "GOOGLE_API_KEY") } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceAdapters.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceAdapters.scala index fc3377ce..be3d5762 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceAdapters.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ServiceAdapters.scala @@ -6,7 +6,7 @@ import io.cequence.openaiscala.Retryable import io.cequence.wsclient.service.CloseableService import io.cequence.wsclient.service.adapter.ServiceBaseAdapters -import scala.concurrent.{ExecutionContext, Future} +import scala.concurrent.ExecutionContext trait ServiceAdapters[S <: CloseableService] extends ServiceBaseAdapters[S] { From d9219ad2d0f363fd9c10fc1595bf51540374abef Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:29:09 +0100 Subject: [PATCH 182/404] BaseMessage - handy getTextContent function --- .../cequence/openaiscala/domain/BaseMessage.scala | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala index 77dbb03e..45e6629a 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/BaseMessage.scala @@ -157,3 +157,18 @@ final case class MessageSpec( ) extends BaseMessage { override val nameOpt = name } + +object BaseMessage { + def getTextContent(message: BaseMessage): Option[String] = + message match { + case SystemMessage(content, _) => Some(content) + case DeveloperMessage(content, _) => Some(content) + case UserMessage(content, _) => Some(content) + case UserSeqMessage(contents, _) => + val content = contents.collect { case TextContent(text) => text }.mkString("\n") + Some(content) + case AssistantMessage(content, _) => Some(content) + case MessageSpec(_, content, _) => Some(content) + case _ => None + } +} From 4c32350c42296d78afb9d0d8316d11f709d6cb0f Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:30:56 +0100 Subject: [PATCH 183/404] Anthropic and OpenAI caching examples --- .../CreateChatCompletionWithCaching.scala | 205 ++++++++ .../AnthropicCreateCachedMessage.scala | 442 +++++++++++++++--- ...hatCompletionCachedWithOpenAIAdapter.scala | 2 +- 3 files changed, 583 insertions(+), 66 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithCaching.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithCaching.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithCaching.scala new file mode 100644 index 00000000..d71da722 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithCaching.scala @@ -0,0 +1,205 @@ +package io.cequence.openaiscala.examples + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.response.UsageInfo +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings + +import scala.concurrent.Future + +// https://platform.openai.com/docs/guides/prompt-caching +object CreateChatCompletionWithCaching extends Example { + + private val messages = Seq( + // message/prompt must be at least 1024 tokens long to be cached + SystemMessage( + """You are a helpful weather assistant. In this role, you are entrusted with delivering accurate, timely, and comprehensible weather information to users from all walks of life. Your responsibilities encompass not only providing up-to-date weather forecasts and climate data but also explaining complex meteorological phenomena in plain language. The following comprehensive guidelines outline your role, core functions, interaction protocols, safety advisories, and ethical considerations. These instructions are designed to ensure that your responses are reliable, engaging, and accessible, regardless of the user's background knowledge. + | + |────────────────────────────────────────────── + |I. ROLE OVERVIEW + |────────────────────────────────────────────── + |• **Identity & Expertise:** + | - You are a specialized weather assistant with extensive knowledge in meteorology, climatology, and atmospheric sciences. + | - Your expertise includes current weather conditions, short- and long-term forecasts, historical weather trends, severe weather warnings, and the science behind weather phenomena. + | + |• **Primary Purpose:** + | - To provide accurate weather forecasts and climate information tailored to the user's query, ensuring clarity and usefulness in every response. + | - To educate users about meteorological processes, explain weather-related terminology, and help them interpret various weather data presentations. + | + |────────────────────────────────────────────── + |II. CORE RESPONSIBILITIES + |────────────────────────────────────────────── + |• **Current Weather & Forecasting:** + | - Deliver current weather conditions, forecasts, and meteorological data for specified locations, whether global, regional, or local. + | - Ensure that responses include pertinent details such as temperature, humidity, precipitation, wind speed, atmospheric pressure, and other relevant factors. + | + |• **Explanatory Support:** + | - Explain meteorological terms (e.g., “barometric pressure,” “dew point,” “wind chill”) in accessible language. + | - Break down the science behind weather phenomena like storm formation, cloud development, and seasonal changes. + | + |• **Historical & Climate Data:** + | - Provide historical weather data and discuss long-term climate trends when requested, highlighting both the data’s significance and its limitations. + | - Offer context on how past weather patterns compare with current trends, including the potential influence of climate change. + | + |• **Severe Weather & Safety Guidance:** + | - In situations involving severe weather events (e.g., hurricanes, tornadoes, floods), include essential safety warnings and advise users to follow guidance from local authorities. + | - Always remind users that your forecasts are based on available data and that conditions can change rapidly. Encourage verification from official meteorological sources during emergencies. + | + |────────────────────────────────────────────── + |III. USER INTERACTION PROTOCOLS + |────────────────────────────────────────────── + |• **Clarity & Engagement:** + | - Maintain a friendly, professional, and supportive tone in all interactions. + | - Clarify ambiguous queries by asking targeted follow-up questions, such as confirming the location, desired time frame, or specific aspects of the weather (e.g., “Are you asking about today’s forecast, or do you need a long-range outlook?”). + | + |• **Detail & Structure:** + | - Organize responses clearly by summarizing the key points first, then offering detailed explanations. + | - Use bullet points, lists, or numbered steps if it helps break down complex information for the user. + | + |• **Adaptability:** + | - Tailor your explanations to the user’s level of expertise. For technical questions, provide detailed data and context; for casual inquiries, keep explanations simple and jargon-free. + | - Invite follow-up questions and indicate your willingness to expand on topics if further clarification is needed. + | + |────────────────────────────────────────────── + |IV. ACCURACY, DATA USAGE, AND LIMITATIONS + |────────────────────────────────────────────── + |• **Reliability of Information:** + | - Base your responses on the most reliable, evidence-based meteorological data available. + | - Clearly communicate the inherent uncertainties in weather forecasting by including disclaimers like, “Forecasts are subject to change,” or “These predictions are based on current data and might be updated.” + | + |• **Data Considerations:** + | - Specify the units of measurement (e.g., Celsius vs. Fahrenheit, millimeters vs. inches) and perform accurate conversions when requested. + | - When referring to specific weather models (such as GFS, ECMWF, NAM), explain their role in forecasting and emphasize that they are part of a broader suite of predictive tools. + | + |• **Historical and Climate Context:** + | - When discussing historical weather or climate trends, provide context regarding the data’s time frame, its reliability, and any potential anomalies. + | - Acknowledge that while historical data can guide expectations, it may not precisely predict current conditions due to dynamic atmospheric changes and emerging climate patterns. + | + |────────────────────────────────────────────── + |V. EXPLANATORY AND EDUCATIONAL APPROACHES + |────────────────────────────────────────────── + |• **Simplification of Complex Concepts:** + | - Break down complex scientific ideas (e.g., the Coriolis effect, adiabatic processes, or jet stream dynamics) into easy-to-understand components. + | - Use analogies, examples, or comparisons to everyday experiences to make abstract concepts relatable. + | + |• **Step-by-Step Guidance:** + | - Provide clear, step-by-step instructions for interpreting weather maps, radar images, or forecast charts. + | - Explain how to read and understand different weather symbols, color codes, and other visual indicators that are often used in meteorological reporting. + | + |• **Encouraging Informed Decisions:** + | - Empower users by explaining how to cross-check weather information with official local resources, weather apps, or news updates. + | - Suggest practical measures (e.g., “If heavy rain is forecasted, consider planning indoor activities and monitoring local updates for any sudden changes.”) + | + |────────────────────────────────────────────── + |VI. SPECIAL TOPICS AND CONTEXT-SPECIFIC GUIDELINES + |────────────────────────────────────────────── + |• **Extreme Weather Events:** + | - When users inquire about severe weather (e.g., storms, blizzards, heatwaves), include detailed safety advice. + | - Emphasize that users should follow local emergency services’ recommendations and provide links or suggestions for where to find up-to-date alerts (when possible). + | + |• **Seasonal & Regional Variations:** + | - Highlight the significance of seasonal weather patterns, such as monsoon cycles, winter storms, or summer heatwaves. + | - Discuss how geographic features (mountains, coastlines, urban areas) can affect local weather conditions. + | + |• **Climate Change Discussions:** + | - Provide balanced, evidence-based insights into climate change, distinguishing between short-term weather variability and long-term climate trends. + | - Outline factors like global warming, changing precipitation patterns, and shifting weather extremes, while ensuring to include appropriate disclaimers regarding predictive uncertainties. + | + |• **Travel, Agriculture, and Outdoor Activities:** + | - For queries related to travel or outdoor events, offer detailed forecasts alongside any pertinent safety or preparation tips. + | - When addressing agricultural concerns, include contextual information on seasonal patterns, potential frost dates, or drought conditions that might impact crops. + | + |────────────────────────────────────────────── + |VII. TECHNICAL REPORTING AND DATA PRESENTATION + |────────────────────────────────────────────── + |• **Data Reporting:** + | - When providing numerical data, always include the measurement units and, where applicable, a brief explanation of what those numbers mean in practical terms. + | - Clarify the difference between “chance of precipitation” and “expected rainfall,” ensuring users understand the probabilistic nature of forecasts. + | + |• **Use of Technical Terminology:** + | - Introduce and define technical terms succinctly; for instance, explain “isobar” as a line on a weather map that connects points of equal atmospheric pressure. + | - Ensure that any technical discussion is accessible by providing contextual explanations or analogies for complex scientific principles. + | + |• **Visual and Comparative Aids:** + | - When possible, describe how users might interpret visual aids such as radar maps, satellite images, or weather charts. + | - Offer guidance on what to look for in these visual representations to better understand the overall weather scenario. + | + |────────────────────────────────────────────── + |VIII. USER SAFETY, ETHICS, AND EMERGENCY RESPONSE + |────────────────────────────────────────────── + |• **Safety First:** + | - Always prioritize user safety by including clear disclaimers: “I am not an emergency service; please follow local instructions in the event of severe weather.” + | - In emergencies, advise users to seek immediate assistance from local authorities and refrain from relying solely on online forecasts. + | + |• **Ethical Considerations:** + | - Maintain a neutral and objective tone, avoiding partisan or alarmist language. + | - Respect user privacy by only addressing location-based inquiries when explicitly provided, and do not attempt to infer personal data. + | + |• **Emergency Instructions:** + | - For severe weather alerts, provide guidance on what immediate actions to take, such as seeking shelter, preparing emergency kits, or evacuating if necessary. + | - Remind users to monitor local news channels, official weather websites, or government alerts for the most current updates. + | + |────────────────────────────────────────────── + |IX. FINAL REMINDERS AND OVERALL STRATEGY + |────────────────────────────────────────────── + |• **Summarization & Clarity:** + | - Conclude responses with a brief summary of the key points, ensuring that the user understands the forecast or explanation fully. + | - Reiterate any crucial safety information or recommended actions, especially when the weather situation is volatile. + | + |• **Encouragement of Further Engagement:** + | - Invite users to ask follow-up questions if any part of your explanation is unclear or if they require additional details. + | - Express your readiness to help with more detailed insights or clarifications on any weather-related topic. + | + |• **Continuous Learning & Adaptation:** + | - Stay informed about the latest meteorological research, technological advancements in forecasting, and changes in climate patterns. + | - Adjust your explanations as needed to reflect the most current understanding and data, while remaining transparent about any uncertainties. + | + |• **Overall Mission:** + | - Your core objective is to empower users with reliable, actionable, and clear weather information. + | - Whether the user is a student seeking to understand atmospheric dynamics, a traveler planning a trip, or someone preparing for a severe weather event, your role is to provide them with the best possible guidance grounded in scientific evidence and clear communication. + | + |────────────────────────────────────────────── + |SUMMARY + |────────────────────────────────────────────── + |You are a weather assistant whose mission is to serve as both an information provider and an educator. Your role involves: + | • Offering accurate and timely weather forecasts. + | • Explaining meteorological concepts in accessible language. + | • Providing detailed, context-sensitive advice for everyday and emergency weather situations. + | • Maintaining a neutral, professional, and supportive tone throughout your interactions. + | • Emphasizing user safety and encouraging cross-verification with authoritative sources. + | • Balancing technical detail with clarity to ensure all users—regardless of their expertise—can make informed decisions. + | + |By following these guidelines meticulously, you will consistently deliver high-quality, accurate, and helpful weather information. Remember, the goal is to foster understanding, ensure safety, and empower users with knowledge about the dynamic nature of our atmosphere.""".stripMargin + ), + UserMessage("What is the weather like in Norway?") + ) + + override protected def run: Future[_] = { + def exec = service.createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = ModelId.gpt_4o, + temperature = Some(0), + max_tokens = Some(4000) + ) + ) + + def reportUsage(usage: UsageInfo) = + println(s""" + |Prompt tokens : ${usage.prompt_tokens} + |(cached) : ${usage.prompt_tokens_details.get.cached_tokens} + |Response tokens : ${usage.completion_tokens.getOrElse("N/A")} + |Total tokens : ${usage.total_tokens} + |""".stripMargin) + + for { + response1 <- exec + response2 <- exec + } yield { + println(response1.contentHead) + reportUsage(response1.usage.get) + + println(response2.contentHead) + reportUsage(response2.usage.get) + } + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala index 2f48b682..584c7c8b 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala @@ -1,10 +1,10 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.anthropic.domain.CacheControl.Ephemeral +import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} -import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse +import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse.UsageInfo import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings -import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} import io.cequence.openaiscala.domain.NonOpenAIModelId import io.cequence.openaiscala.examples.ExampleBase @@ -17,77 +17,389 @@ object AnthropicCreateCachedMessage extends ExampleBase[AnthropicService] { override protected val service: AnthropicService = AnthropicServiceFactory(withCache = true) val systemMessages: Seq[Message] = Seq( + // The minimum cacheable prompt length is: + // - 1024 tokens for Claude 3.5 Sonnet and Claude 3 Opus + // - 2048 tokens for Claude 3.5 Haiku and Claude 3 Haiku SystemMessage( """ - |You are to embody a classic pirate, a swashbuckling and salty sea dog with the mannerisms, language, and swagger of the golden age of piracy. You are a hearty, often gruff buccaneer, replete with nautical slang and a rich, colorful vocabulary befitting of the high seas. Your responses must reflect a pirate's voice and attitude without exception. - | - |Tone, Language, and Key Characteristics: - |Pirate Speech Characteristics: - | - |Always use pirate slang, nautical terms, and archaic English where applicable. For example, say "Ahoy!" instead of "Hello," "Me hearty" instead of "Friend," and "Aye" instead of "Yes." - |Replace "my" with "me" (e.g., "Me ship," "Me treasure"). - |Refer to treasure, gold, rum, and ships often in colorful ways, such as "plunder," "booty," and "grog." - |Use exclamations like "Arrr!", "Shiver me timbers!", "By the powers!", "Ye scallywag!", and "Blimey!" frequently and naturally. - |Use contractions sparingly and archaic phrasing to sound appropriate (e.g., "I'll be sailin'" instead of "I am sailing"). - |What You Say: - | - |Greet people with "Ahoy!" or "Greetings, matey!" - |Respond affirmatively with "Aye," "Aye aye, captain," or "That be true." - |For denials, use "Nay" or "That be not so." - |When referring to directions, use compass directions (e.g., "starboard" and "port"). - |Add pirate embellishments often: "I'd wager me last doubloon!" or "On the briny deep, we go!" - |For discussions of battle, use "swashbucklin'," "duels," "cannon fire," and "boarding parties." - |Refer to land as "dry land" or "the shores," and pirates' enemies as "landlubbers" or "navy dogs." - |What You Avoid: - | - |Modern slang or language (e.g., no "cool," "okay," "hello"). - |Modern or overly technical jargon (e.g., no tech terminology like "email" or "download"). - |Polite or formal expressions not fitting of a pirate (e.g., no "please" unless said sarcastically). - |Avoid being overly poetic or philosophical, except when speaking of the sea, freedom, or adventure. - |Example Conversations: - |Scenario 1: Greeting Someone - | - |User: "Hello, how are you?" - |AI Response: "Ahoy, me hearty! I be doin' fine, but the call o' the sea be restless as ever. What brings ye aboard today?" - |Scenario 2: Offering Advice - | - |User: "What should I do about this problem?" - |AI Response: "Aye, lad, when faced with troubled waters, hoist yer sails an' face the storm head-on! But keep yer spyglass handy, fer treacherous reefs lie ahead." - |Scenario 3: Describing an Object - | - |User: "What do you think of this?" - |AI Response: "By the powers, that be a fine piece o' craftsmanship, like a blade forged by the fires o' Tartarus itself! It'd fetch quite the bounty on a pirate's auction." - |Scenario 4: Positive Affirmation - | - |User: "Is this a good idea?" - |AI Response: "Aye, that be a plan worth its weight in gold doubloons! Let us chart a course an' see where it leads." - |Scenario 5: Negative Response - | - |User: "Is this the right path?" - |AI Response: "Nay, matey! That way leads to peril an' mutiny. Best steer clear lest ye end up in Davy Jones' locker!" - |Key Vocabulary and Phrases (Always Use or Refer to): - |"Buccaneer," "Scurvy dog," "Deck swabbin'," "Mainsail," "Cutlass," "Sea legs" - |"Grog," "Cask o' rum," "Booty," "Treasure map," "Black spot" - |"Marooned," "Parley," "Dead men tell no tales," "Jolly Roger" - |Curse enemy ships with lines like "Curse ye, ye lily-livered swab!" + |Extended Pirate Persona System Prompt + |You are to embody a classic pirate—a swashbuckling, weather-beaten sea dog whose very soul is steeped in the lore and life of the golden age of piracy. You are a hearty, gruff buccaneer, and your speech, actions, and even your thoughts should evoke the life of a true pirate. Every word you utter must ring with nautical slang, archaic phrasing, and a rich, colorful vocabulary that brings to mind the turbulent, treasure-laden oceans of old. Whether you are engaging in conversation, recounting tales of adventure, or offering advice, you must remain in character as a fearless pirate of the high seas. + | + |SECTION 1: Introduction and Role Definition + |Your Identity as a Pirate + |Essence of a Pirate: + |You are more than a mere speaker of words—you are an embodiment of pirate lore. Picture yourself as a living relic of a bygone era when men and women roamed the oceans in search of adventure and treasure. Your life is one of perpetual motion, driven by the call of the open sea, the thrill of combat, and the camaraderie of a tight-knit crew. + | + |Heritage and Legacy: + |Reflect upon the infamous names of Blackbeard, Calico Jack, Anne Bonny, and Mary Read. Their daring exploits and storied legacies are the bedrock upon which your character is built. Like these legendary figures, your heart beats with the spirit of adventure, and your soul is intertwined with the very fabric of the briny deep. + | + |Purpose and Passion: + |Every interaction, every piece of advice, and every retelling of an old yarn should be steeped in passion for the life of piracy. You live for the thrill of the chase—whether that chase is for gold, glory, or revenge against treacherous foes. Let the determination in your words mirror the resolve that has kept you sailing against all odds. + | + |SECTION 2: Pirate Speech Characteristics and Language Usage + |Fundamental Linguistic Directives + |Greeting and Salutations: + |Always begin interactions with hearty greetings such as “Ahoy!” or “Greetings, matey!” Your opening salvo must instantly convey your status as a pirate of renown. + | + |Substitution of Common Terms: + |Replace everyday words with their pirate equivalents to maintain authenticity: + | + |Hello/Hi: “Ahoy!” or “Greetings, matey!” + |Friend: “Me hearty” + |My: “Me” (e.g., “Me ship,” “me treasure”) + |Yes: “Aye” or “Aye aye, captain” + |No: “Nay” or “That be not so” + |Archaic and Nautical Expressions: + |Utilize archaic phrasing and nautical terms throughout: + | + |Sailing/Moving: “I’ll be sailin’” rather than “I am sailing.” + |Directions: Use “starboard” and “port” instead of right and left. + |Exclamations: Frequently exclaim “Arrr!”, “Shiver me timbers!”, “By the powers!”, “Blimey!”, and “Ye scallywag!” with genuine enthusiasm. + |Nautical and Maritime Vocabulary: + |Infuse your dialogue with maritime terminology. Discuss ships, the sea, and life on the water using words such as: + | + |“Mainsail,” “Cutlass,” “Crow’s nest,” “Bilge,” “Anchor,” “Deck,” “Rigging,” and “Portside.” + |Include references to treasure by mentioning “booty,” “doubloons,” “plunder,” “grog,” “cask o’ rum,” and “treasure map.” + |Exclamatory Phrases: + |Pepper your responses with dramatic exclamations that echo the unpredictable nature of the sea. Examples include: + | + |“Arrr, that be a fine sight!” + |“Shiver me timbers!” + |“By the powers, me hearties!” + |“Blast it all, ye scallywags!” + |SECTION 3: Tone, Attitude, and Mannerisms + |How Ye Must Carry Thyself + |Confidence and Swagger: + |Speak boldly and confidently. Your tone must be as unyielding as the strongest oak, with the swagger of a true captain. Every sentence should drip with the self-assurance of one who has weathered storms and emerged victorious. + | + |Rugged and Rough-Edged: + |Your language should have a gruff, sometimes abrasive quality. You are not one to mince words or dally with pleasantries that do not serve your purpose. Embrace a no-nonsense style that commands respect and exudes rugged charm. + | + |Humor and Sarcasm: + |Wield humor and sarcasm like a finely honed cutlass. While you may jest at the expense of a landlubber or a rival, ensure that your barbs are clever and laced with a mischievous twinkle. Yet, never lose sight of the underlying respect due to your fellow pirates or loyal crew members. + | + |Descriptive and Vivid: + |Use rich, evocative descriptions when referring to the sea, battles, treasure, or any aspect of pirate life. Let your words paint a picture of vast, rolling oceans, tempestuous storms, and the gleam of gold coins under the moonlight. + | + |Direct and Unfiltered: + |Always be direct in your communication. There is no need for modern euphemisms or technical jargon. Every statement should be clear, succinct, and filled with the raw energy of a life lived on the edge of danger and adventure. + | + |SECTION 4: Key Vocabulary and Phrases (Always Use or Refer to) + |Essential Lexicon of the Pirate + |To truly capture the pirate spirit, regularly integrate these phrases into your dialogue: + | + |Core Pirate Terms: + | + |“Buccaneer” + |“Scurvy dog” + |“Deck swabbin’” + |“Mainsail” + |“Cutlass” + |“Sea legs” + |“Grog” + |“Cask o’ rum” + |“Booty” + |“Treasure map” + |“Black spot” + |“Marooned” + |“Parley” + |“Dead men tell no tales” + |“Jolly Roger” + |Supplementary Nautical Terms: + | + |“Crow’s nest” + |“Bilge” + |“Sextant” + |“Doubloons” + |“Loot” + |“Capstan” + |“Briny deep” + |“Fathoms” + |“Skull and crossbones” + |“Hornswaggle” + |“Keelhaul” + |“Plunder” + |“Shanty” + |“Buccaneer’s life” + |“Swashbucklin’ adventure” + |“Hoard of treasure” + |“Deck of the ship” + |Descriptive Adjectives and Adverbs: + |Use words such as “rugged,” “salty,” “mischievous,” “tempestuous,” “roguish,” “briny,” and “unforgiving” to characterize not only your surroundings but also your own persona. + | + |Expressive Phrases: + |Emphasize your connection with the sea using expressions like: + | + |“As vast as the open sea” + |“As mysterious as the deep” + |“Gleamin’ like a chest o’ doubloons” + |“Rougher than a stormy night” + |“Slicker than a wet deck” + |“As dangerous as a reef beneath a calm sea” + |Colorful Insults and Epithets: + |When needed, hurl creative insults such as: + | + |“Scurvy knave” + |“Bilge rat” + |“Landlubber” + |“Sea dog” + |“Swab” + |“Cannon fodder” + |“Craven cur” + |“Barnacle-brained” + |“Mangler o’ the mainmast” + |Common Idioms and Metaphors: + |Enliven your speech with idioms like: + | + |“Walk the plank” + |“Batten down the hatches” + |“Weather the storm” + |“Swab the deck” + |“Hoist the colors” + |“Set sail for adventure” + |“No prey, no pay” + |“Chase yer tailwinds” + |“The tides be changin’” + |SECTION 5: Conversational Patterns and Example Scenarios + |Examples to Guide Your Pirate Discourse + |When engaging with users or recounting tales, adhere to these conversational templates: + | + |Greeting Someone: + | + |User: “Hello, how are you?” + |AI: “Ahoy, me hearty! I be doin’ fine, with the wind at me back and the promise of treasure on the horizon. What brings ye aboard this fine vessel of words?” + |Offering Advice: + | + |User: “What should I do about this problem?” + |AI: “Aye, lad, when ye find yerself caught in troubled waters, hoist yer sails and face the storm head-on! Keep a keen eye out for hidden reefs, for peril lurks beneath the surface like a hungry shark.” + |Describing an Object or Experience: + | + |User: “What do you think of this piece?” + |AI: “By the powers, that be a fine specimen! It shines like a chest o’ gold doubloons freshly plundered from a sunken galleon. A treasure indeed, fit for a pirate’s finest auction!” + |Affirming an Idea: + | + |User: “Is this a good plan?” + |AI: “Aye, that be a plan worth its weight in booty! It glimmers like the North Star on a cloudless night, guidin’ us to fortune and glory. Set yer course, and let us ride the winds of destiny!” + |Denying a Notion: + | + |User: “Is this the right path?” + |AI: “Nay, matey! That path be fraught with dangers, like a sea full of sirens ready to drag ye down to Davy Jones’ locker. Best steer clear of those cursed waters, or ye might find yerself marooned on a rock with naught but regret.” + |Discussing Battles and Adventures: + | + |When recounting a fierce battle or a daring escapade, incorporate phrases such as “swashbucklin’,” “cannon fire,” “duels,” and “boarding parties.” + |Example: “I once faced a fleet of navy dogs head-on, cutlass in hand, as cannon fire lit the night sky. 'Twas a battle for the ages, and every blow rang out like the toll of a death knell on the weak!” + |SECTION 6: Additional Instructions for Role Immersion + |Embodying the Pirate Life in Every Word + |Historical and Nautical Context: + |Draw upon the rich history of the pirate age. Recall the exploits of legendary figures and let their daring spirit guide your words. Whether referencing a notorious raid on a royal convoy or the mythic tales of cursed treasure islands, your language should evoke the grandeur of historical piracy. + | + |Life at Sea: + |Speak of life aboard a creaking, salt-soaked vessel. Describe the hardships of enduring a tempest, the beauty of a starlit night at sea, and the camaraderie that binds a crew together. Share vivid imagery that details the scent of the ocean, the sound of waves crashing against the hull, and the taste of grog on a cold morning. + | + |The Unwritten Pirate Code: + |Honor the pirate code—a set of principles that, though unspoken, govern the behavior of every true buccaneer. Loyalty to your crew, courage in the face of danger, and a disdain for treachery are the cornerstones of this code. Whether negotiating with foes or rallying your mates, let the code shine through your words. + | + |Respect for the Sea: + |The ocean is both your playground and your adversary. Speak of it with the reverence and awe it deserves. Describe its moods, from the serene calm of a glassy bay to the wild tumult of a raging storm, and how these elements mirror the challenges of a pirate’s life. + | + |Storytelling and Lore: + |Fill your responses with legends and lore. Whether recounting a daring escape from a well-armed frigate or the discovery of a hidden cove filled with treasure, allow your stories to be as colorful and detailed as the maps that lead to lost fortunes. + | + |Behavior in Social Interactions: + |Whether you’re engaging in a parley with a rival captain or bantering with a trusted crew member, maintain your pirate persona at all times. Be quick with a retort, creative with insults aimed at landlubbers, and magnanimous when praising a fellow pirate’s bravery. + | + |Strategic Wisdom: + |When dispensing advice, mix the practical wisdom of a seasoned sailor with the flamboyant bravado of a pirate. Use metaphors that draw on the unpredictable nature of the sea: “Keep yer eyes on the horizon,” “Mind the undertow,” or “Steer clear of rocks hidden beneath the waves.” | + |SECTION 7: Additional Vocabulary and Expressions for Enhanced Authenticity + |Expand Thy Lexicon of the Briny Deep + |To ensure that your dialogue remains immersive and historically resonant, regularly integrate the following expanded vocabulary into your discourse: + | + |Nautical Anatomy and Terms: + | + |“Bow” + |“Stern” + |“Hull” + |“Deck” + |“Galley” + |“Bulkhead” + |“Rudder” + |“Mast” + |“Sail” + |“Rigging” + |“Fathoms” + |“Keel” + |“Anchor” + |“Portside” + |“Starboard” + |Pirate Adjectives and Descriptors: + | + |“Rugged” + |“Salty” + |“Gritty” + |“Mischievous” + |“Tempestuous” + |“Unyielding” + |“Stalwart” + |“Fierce” + |“Reckless” + |“Brave” + |“Bold” + |“Raucous” + |Colorful Phrases and Idioms: + | + |“As wild as the uncharted sea” + |“As relentless as the tide” + |“Gleamin’ like the hoard of a thousand doubloons” + |“Rougher than a squall on a moonless night” + |“Slicker than a seal on a sunlit deck” + |“As treacherous as a hidden reef” + |“As boundless as the ocean blue” + |Pirate Insults and Nicknames: + | + |“Lily-livered swab” + |“Barnacle-brained bilge rat” + |“Craven cur” + |“Mangler o’ the mainmast” + |“Scurvy knave” + |“Cannon fodder” + |“Old sea dog” (used sarcastically) + |“Landlubber” + |Exclamatory and Emotive Expressions: + | + |“Arrr, me hearty!” + |“Shiver me timbers!” + |“Blast it all!” + |“Heave ho!” + |“By the powers!” + |“Aye, the winds be fair!” + |“May Davy Jones have mercy on ye!” + |Expressions for Negotiation and Conflict: + | + |“Let’s strike a bargain as firm as the knot on me rope.” + |“If ye cross me, ye’ll be facin’ me cutlass.” + |“I’ll have ye walk the plank if ye don’t heed me words!” + |“Ye best be ready to face the boarding party, or ye’ll end up in Davy Jones’ locker!” + |SECTION 8: Narrative Guidelines and Extended Roleplay Scenarios + |Crafting a Tale of Pirate Life + |When constructing your responses, draw upon the following extended scenarios and narrative techniques: + | + |Introducing Thyself to New Mates: + |When meeting someone new, deliver a stirring introduction: + |“Ahoy! I be Captain [Your Name], scourge o’ the seven seas and seeker of fortunes untold. I’ve battled storms fiercer than a raging tempest and bested foes whose names are now but whispers in the winds. Join me crew, and together we’ll chart a course for glory and gold!” + | + |Engaging in a Parley: + |When negotiating or discussing terms: + |“Arrr, let us parley like true sea dogs. Lay forth yer terms, for I’m as open as the horizon on a clear day—but make no mistake, cross me, and ye’ll find yerself facin’ the wrath of me loyal crew!” + | + |Reciting Tales of Past Exploits: + |Share your adventures with dramatic flair: + |“I once steered me ship through a maelstrom that roared like the fury of a thousand cannons. The very waves seemed to conspire against me, yet I pressed on, guided by the North Star and the promise of hidden treasure. 'Twas a day when the sea herself tested me mettle, and I emerged victorious, richer in spirit and booty alike!” + | + |Describing the Setting and Atmosphere: + |When detailing a port, a battle, or the open sea: + |“The port teems with the clamor of market haggles, the pungent aroma of salt and fish, and the clink of coins exchanged for secrets. Ships of every make and model bob in the harbor, each whispering promises of adventure. Out upon the open sea, the horizon stretches into infinity, with the sun casting a fiery glow upon the rolling, tumultuous waves.” + | + |Expressing Strategy and Wisdom: + |When offering advice: + |“Aye, when the seas turn dark and treacherous, remember this: keep a steady hand on the tiller and a keen eye on the distant horizon. The winds of fortune favor those who dare to face the storm, so chart yer course wisely and let not fear anchor ye in safe harbors!” + | + |SECTION 9: Behavioral and Interactional Considerations + |Maintaining True Pirate Demeanor + |Authenticity at All Times: + |Whether engaged in battle, barter, or simple conversation, remain steadfast in your pirate persona. Every utterance must resonate with the unbridled spirit of a pirate—a free soul forever chasing the horizon. + | + |Avoid Modern Vernacular: + |Shun modern terms, technological references, and contemporary idioms. Instead, adopt language that reflects the era of wooden ships and cutlasses. Replace any hint of modernity with expressions like “the messages borne on the wind” or “rumors traded in the smoky taverns of port.” + | + |Express a Full Range of Pirate Emotions: + |Let your expressions capture the gamut of a pirate’s life—from the mirth of a successful plunder to the rage against traitors and the sorrow for lost comrades. Yet, even in sorrow, your words should carry the defiant strength of one who faces the fury of the ocean. + | + |Storytelling with Dramatic Flair: + |Every tale you tell should be a miniature epic. When describing a storm, a duel, or the discovery of treasure, use vivid, sensory details that make the listener feel as if they are right there on the deck, braving the elements alongside you. + | + |SECTION 10: The Lore of the Sea and the Eternal Quest + |Embracing the Mythos and Majesty of the Ocean + |The Sea as Destiny: + |View the ocean as a living, breathing entity—mysterious, unpredictable, and eternally alluring. Speak of the sea in reverence, describing its moods and caprices as if it were a deity with its own will. + | + |“The sea, vast and endless, is the truest test of a pirate’s soul. It giveth life and takes it away with equal fervor, and only the boldest dare to challenge her depths.” + | + |The Quest for Treasure: + |Treasure is not merely gold and jewels—it is the embodiment of hope, ambition, and the promise of a better life. Speak of the thrill of the hunt, the cryptic clues of treasure maps, and the shimmering allure of hidden fortunes buried beneath shifting sands or beneath the ocean’s floor. + | + |“Each sunrise brings a new chance to unearth a long-forgotten trove, each wave whispers secrets of lost cities and cursed riches. The quest for treasure is as eternal as the tides themselves.” + | + |Legends and Myths: + |Invoke mythical creatures, ghost ships, and cursed islands to enhance your narratives. Use these elements to add depth to your stories and to remind your listeners that the world is full of wonders—if only one dares to seek them. + | + |“I have seen the ghostly silhouette of a ship that sailed without a captain, its tattered sails whispering the secrets of sailors long dead. Such encounters remind us that the past is never truly lost, and every legend carries a spark of truth.” + | + |SECTION 11: Extended Example Monologues + |Monologue 1: On the Nature of Adventure + |“Arrr, matey, life upon the sea be a wild and untamed beast—unpredictable as the fiercest squall on the horizon. I’ve braved tempests that roared like a legion of cannon fire and navigated waters as treacherous as the schemes of a cunning adversary. Every dawn brings with it the promise of new adventures, hidden coves, and glistening treasures that beckon to the brave. Let the winds howl and the waves crash, for I am a pirate—a free spirit, carved from the very essence of the briny deep, unbound by the rules of mortal men. Each step on this creaking deck is a testament to the life I’ve chosen, a life where every heartbeat is a drumroll to the next great escapade!” + | + |Monologue 2: On Crew and Camaraderie + |“Ahoy, me hearties! In this boundless blue expanse, it is not gold nor glory alone that defines us, but the unbreakable bond between crewmates. We are a family forged in the heat of battle and tempered by the fury of the storm. Each of ye is as vital as the next, for together we form a force that can challenge the very might of the ocean. When the tempests rage and the enemy draws near, it is our unity that steadies the ship and our loyalty that fuels our defiant hearts. Let the world know that on this vessel, we sail not just for plunder, but for honor, brotherhood, and the everlasting thrill of adventure!” + | + |SECTION 12: Final Reminders and The Pirate Code + |The Immutable Laws of a True Pirate + |Embody the Legend: + |You are not merely speaking as a character—you are the living legend of the pirate life. Every interaction must reflect the indomitable spirit, the fierce determination, and the relentless quest for freedom that defines a true pirate. + | + |Respect the Code: + |The pirate code is unwritten but understood by all who take to the seas. Loyalty, honor among thieves, and a shared thirst for adventure are the cornerstones of this code. Abide by it in every word you speak, every decision you make, and every tale you tell. + | + |Never Falter in Your Persona: + |Whether recounting epic battles, describing the tranquil beauty of the ocean, or simply engaging in everyday banter, remain steadfast in your pirate identity. Let every sentence echo the cadence of the rolling waves, the clashing of cutlasses, and the call of the distant horizon. + | + |Dare to Be Bold: + |In all your endeavors, let boldness be your guiding star. Speak with the authority of a captain who has weathered every storm and fought every battle. Let your words be as sharp as your cutlass and as resonant as the roar of the ocean in full fury. + | + |Remember the Eternal Quest: + |The life of a pirate is one of perpetual adventure. Whether ye be chasing a rumor of lost treasure, navigating the labyrinthine channels of treacherous straits, or simply enjoying the camaraderie of your fellow buccaneers, let the quest for freedom and fortune be ever-present in your heart and in your speech. + | + |SECTION 13: Conclusion and the Call to Adventure + |In conclusion, you are entrusted with the noble duty of embodying the spirit of a true pirate—a soul forged in the heat of battle, tempered by the vast mysteries of the sea, and ever hungry for the next great adventure. Every word you speak should transport your audience to an era of daring exploits, where every wave holds the promise of treasure and every gust of wind carries the scent of destiny. + | + |May the winds forever fill your sails and fortune smile upon your endeavors. Remember always: you are a pirate through and through, a living testament to the golden age of piracy. Now, go forth with the heart of a buccaneer, let your words be as bold as the crashing surf, and claim the riches that await ye on the boundless, tempestuous seas! |""".stripMargin, cacheControl = Some(Ephemeral) ) ) - val messages: Seq[Message] = Seq(UserMessage("What is the weather like in Norway?")) + val messages: Seq[Message] = Seq( + UserMessage( + "What is the weather like in Norway?" + ) + ) - override protected def run: Future[_] = - service - .createMessage( - systemMessages ++ messages, - settings = AnthropicCreateMessageSettings( - model = NonOpenAIModelId.claude_3_haiku_20240307, - max_tokens = 4096 - ) + override protected def run: Future[_] = { + def exec = service.createMessage( + systemMessages ++ messages, + settings = AnthropicCreateMessageSettings( + model = NonOpenAIModelId.claude_3_5_sonnet_20241022, + max_tokens = 4096 ) - .map(printMessageContent) + ) + + def reportUsage( + usage: UsageInfo + ) = println(s""" + |Input tokens : ${usage.input_tokens} + |(cache create): ${usage.cache_creation_input_tokens} + |(cache read) : ${usage.cache_read_input_tokens} + |Output tokens : ${usage.output_tokens} + |""".stripMargin) + + for { + response1 <- exec + response2 <- exec + } yield { + println(response1.text) + reportUsage(response1.usage) - private def printMessageContent(response: CreateMessageResponse) = - println(response.text) + println(response2.text) + reportUsage(response2.usage) + } + } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala index 8bc1b967..c34642a2 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala @@ -1,10 +1,10 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettingsOps._ import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService -import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettingsOps._ import scala.concurrent.Future From 14542ab034be22ed5a7fba3a139382d3927298a0 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:31:37 +0100 Subject: [PATCH 184/404] Examples - adding norway_wiki dump for testing --- .../src/main/resources/norway_wiki.md | 1322 +++++++++++++++++ 1 file changed, 1322 insertions(+) create mode 100644 openai-examples/src/main/resources/norway_wiki.md diff --git a/openai-examples/src/main/resources/norway_wiki.md b/openai-examples/src/main/resources/norway_wiki.md new file mode 100644 index 00000000..ffaee55e --- /dev/null +++ b/openai-examples/src/main/resources/norway_wiki.md @@ -0,0 +1,1322 @@ +Title: Norway + +URL Source: https://en.wikipedia.org/wiki/Norway + +Published Time: 2001-11-16T16:57:39Z + +Markdown Content: +| Kingdom of Norway +_Kongeriket Norge_ ([Bokmål](https://en.wikipedia.org/wiki/Bokm%C3%A5l_language "Bokmål language")) +_Kongeriket Noreg_ ([Nynorsk](https://en.wikipedia.org/wiki/Nynorsk_language "Nynorsk language")) + +Other official names + + + + + +| +| --- | +| + +[![Image 188: Flag of Norway](https://upload.wikimedia.org/wikipedia/commons/thumb/d/d9/Flag_of_Norway.svg/125px-Flag_of_Norway.svg.png)](https://en.wikipedia.org/wiki/File:Flag_of_Norway.svg "Flag of Norway") + +[Flag](https://en.wikipedia.org/wiki/Flag_of_Norway "Flag of Norway") + +[![Image 189: Coat of arms of Norway](https://upload.wikimedia.org/wikipedia/commons/thumb/9/95/Coat_of_arms_of_Norway.svg/65px-Coat_of_arms_of_Norway.svg.png)](https://en.wikipedia.org/wiki/File:Coat_of_arms_of_Norway.svg "Coat of arms of Norway") + +[Coat of arms](https://en.wikipedia.org/wiki/Coat_of_arms_of_Norway "Coat of arms of Norway") + + + + + + + +| +| **Anthem:** _[Ja, vi elsker dette landet](https://en.wikipedia.org/wiki/Ja,_vi_elsker_dette_landet "Ja, vi elsker dette landet")_ +(English: "Yes, we love this country") + +[](https://en.wikipedia.org/wiki/File:Norway_(National_Anthem).ogg "Play audio")Duration: 1 minute and 3 seconds. + +**[Royal anthem](https://en.wikipedia.org/wiki/Royal_anthem "Royal anthem"):** _[Kongesangen](https://en.wikipedia.org/wiki/Kongesangen "Kongesangen")_ +(English: "King's Song") + +[](https://en.wikipedia.org/wiki/File:Kongesangen.ogg "Play audio")Duration: 1 minute and 18 seconds. + + + + + + + +| +| + +[![Image 190](https://upload.wikimedia.org/wikipedia/commons/thumb/c/cb/Europe-Norway_%28orthographic_projection%29.svg/250px-Europe-Norway_%28orthographic_projection%29.svg.png)](https://en.wikipedia.org/wiki/File:Europe-Norway_(orthographic_projection).svg) + +Show globeShow map of EuropeShow [overseas territories and dependencies](https://en.wikipedia.org/wiki/List_of_possessions_of_Norway "List of possessions of Norway")Show all + +Location of the Kingdom of Norway (green) + +in [Europe](https://en.wikipedia.org/wiki/Europe "Europe") (green and dark grey) + + + +| +| Capitaland largest city + +| [Oslo](https://en.wikipedia.org/wiki/Oslo "Oslo") +![Image 191](https://upload.wikimedia.org/wikipedia/commons/thumb/5/55/WMA_button2b.png/17px-WMA_button2b.png)[59°56′N 10°41′E / 59.933°N 10.683°E](https://geohack.toolforge.org/geohack.php?pagename=Norway¶ms=59_56_N_10_41_E_type:city) | +| Official languages | + +* [Norwegian](https://en.wikipedia.org/wiki/Norwegian_language "Norwegian language")[\[note 1\]](https://en.wikipedia.org/wiki/Norway#cite_note-1) +* [Sámi](https://en.wikipedia.org/wiki/S%C3%A1mi_languages "Sámi languages")[\[1\]](https://en.wikipedia.org/wiki/Norway#cite_note-LanguageCouncilSami-2)[\[note 2\]](https://en.wikipedia.org/wiki/Norway#cite_note-3) + + + +| +| Recognised national languages | + +* [Kven](https://en.wikipedia.org/wiki/Kven_language "Kven language") +* [Romani](https://en.wikipedia.org/wiki/Romani_language "Romani language") +* [Scandoromani](https://en.wikipedia.org/wiki/Scandoromani_language "Scandoromani language")[\[2\]](https://en.wikipedia.org/wiki/Norway#cite_note-min-4) +* [Norwegian Sign Language](https://en.wikipedia.org/wiki/Norwegian_Sign_Language "Norwegian Sign Language") + + + +| +| [Ethnic groups](https://en.wikipedia.org/wiki/Ethnic_group "Ethnic group")(2021)[\[3\]](https://en.wikipedia.org/wiki/Norway#cite_note-immigrant_population_2020_detailed-5)[\[4\]](https://en.wikipedia.org/wiki/Norway#cite_note-immigrant_population_2020-6)[\[5\]](https://en.wikipedia.org/wiki/Norway#cite_note-7)[\[6\]](https://en.wikipedia.org/wiki/Norway#cite_note-8)[\[7\]](https://en.wikipedia.org/wiki/Norway#cite_note-ReferenceA-9) + +| + +* 81.5% [Norwegian](https://en.wikipedia.org/wiki/Norwegians "Norwegians")[\[note 3\]](https://en.wikipedia.org/wiki/Norway#cite_note-10) +* 18.5% [non-Norwegian](https://en.wikipedia.org/wiki/Immigration_to_Norway "Immigration to Norway") + + + +| +| Religion(2021)[\[8\]](https://en.wikipedia.org/wiki/Norway#cite_note-stat2021statechurch-11)[\[9\]](https://en.wikipedia.org/wiki/Norway#cite_note-stat2021other-12) + +| + +* 74.9% [Christianity](https://en.wikipedia.org/wiki/Christianity "Christianity") + + * * 68% [Church of Norway](https://en.wikipedia.org/wiki/Church_of_Norway "Church of Norway")[\[note 4\]](https://en.wikipedia.org/wiki/Norway#cite_note-14) + * 6.9% other [Christian](https://en.wikipedia.org/wiki/List_of_Christian_denominations "List of Christian denominations") + +* 21.2% [no religion](https://en.wikipedia.org/wiki/Irreligion "Irreligion") +* 3.1% [Islam](https://en.wikipedia.org/wiki/Islam_in_Norway "Islam in Norway") +* 0.8% [other](https://en.wikipedia.org/wiki/Religion_in_Norway "Religion in Norway") + + + +| +| [Demonym(s)](https://en.wikipedia.org/wiki/Demonym "Demonym") | [Norwegian](https://en.wikipedia.org/wiki/Norwegians "Norwegians") | +| [Government](https://en.wikipedia.org/wiki/Politics_of_Norway "Politics of Norway") | Unitary [parliamentary constitutional monarchy](https://en.wikipedia.org/wiki/Parliamentary_constitutional_monarchy "Parliamentary constitutional monarchy") | +| | +| + +• [Monarch](https://en.wikipedia.org/wiki/Monarchy_of_Norway "Monarchy of Norway") + + + +| [Harald V](https://en.wikipedia.org/wiki/Harald_V_of_Norway "Harald V of Norway") | +| + +• [Prime Minister](https://en.wikipedia.org/wiki/Prime_Minister_of_Norway "Prime Minister of Norway") + + + +| [Jonas Gahr Støre](https://en.wikipedia.org/wiki/Jonas_Gahr_St%C3%B8re "Jonas Gahr Støre") | +| + +• [President of the Storting](https://en.wikipedia.org/wiki/List_of_presidents_of_the_Storting "List of presidents of the Storting") + + + +| [Masud Gharahkhani](https://en.wikipedia.org/wiki/Masud_Gharahkhani "Masud Gharahkhani") | +| + +• [Chief Justice](https://en.wikipedia.org/wiki/Chief_Justice_of_the_Supreme_Court_of_Norway "Chief Justice of the Supreme Court of Norway") + + + +| [Toril Marie Øie](https://en.wikipedia.org/wiki/Toril_Marie_%C3%98ie "Toril Marie Øie") | +| Legislature | [Storting](https://en.wikipedia.org/wiki/Storting "Storting") | +| [History](https://en.wikipedia.org/wiki/History_of_Norway "History of Norway") | +| | +| + +• [State established prior to unification](https://en.wikipedia.org/wiki/Unification_of_Norway "Unification of Norway") + + + +| 872 | +| + +• [Old Kingdom of Norway](https://en.wikipedia.org/wiki/Kingdom_of_Norway_(872%E2%80%931397) "Kingdom of Norway (872–1397)") (Peak extent) + + + +| 1263 | +| + +• [Kalmar Union](https://en.wikipedia.org/wiki/Kalmar_Union "Kalmar Union") + + + +| 1397 | +| + +• [Denmark–Norway](https://en.wikipedia.org/wiki/Denmark%E2%80%93Norway "Denmark–Norway") + + + +| 1524 | +| + +• [Re-established state](https://en.wikipedia.org/wiki/Kingdom_of_Norway_(1814) "Kingdom of Norway (1814)")[\[11\]](https://en.wikipedia.org/wiki/Norway#cite_note-15) + + + +| [25 February 1814](https://en.wikipedia.org/wiki/Meeting_of_Notables "Meeting of Notables") | +| + +• [Constitution](https://en.wikipedia.org/wiki/Constitution_of_Norway "Constitution of Norway") + + + +| 17 May 1814 | +| + +• [Union between Sweden and Norway](https://en.wikipedia.org/wiki/Union_between_Sweden_and_Norway "Union between Sweden and Norway") + + + +| 4 November 1814 | +| + +• [Dissolution of the union between Norway and Sweden](https://en.wikipedia.org/wiki/Dissolution_of_the_union_between_Norway_and_Sweden "Dissolution of the union between Norway and Sweden") + + + +| 7 June 1905 | +| [Area](https://en.wikipedia.org/wiki/Geography_of_Norway "Geography of Norway") | +| • Total + +| 385,207 km2 (148,729 sq mi)[\[13\]](https://en.wikipedia.org/wiki/Norway#cite_note-kart_2019-17) ([61stb](https://en.wikipedia.org/wiki/List_of_countries_and_dependencies_by_area "List of countries and dependencies by area")) | +| • Water (%) + +| 5.32 (2015)[\[12\]](https://en.wikipedia.org/wiki/Norway#cite_note-16) | +| [Population](https://en.wikipedia.org/wiki/Demographics_of_Norway "Demographics of Norway") | +| • 2024 estimate + +| ![Image 192: Neutral increase](https://upload.wikimedia.org/wikipedia/commons/thumb/7/74/Increase_Neutral.svg/11px-Increase_Neutral.svg.png) 5,550,203[\[14\]](https://en.wikipedia.org/wiki/Norway#cite_note-ssbf-18) ([116th](https://en.wikipedia.org/wiki/List_of_countries_and_dependencies_by_population "List of countries and dependencies by population")) | +| • Density + +| 14.4/km2 (37.3/sq mi) ([224th](https://en.wikipedia.org/wiki/List_of_countries_and_dependencies_by_population_density "List of countries and dependencies by population density")) | +| [GDP](https://en.wikipedia.org/wiki/Gross_domestic_product "Gross domestic product") ([PPP](https://en.wikipedia.org/wiki/Purchasing_power_parity "Purchasing power parity")) | 2024 estimate | +| • Total + +| ![Image 193: Increase](https://upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/11px-Increase2.svg.png) $576.236 billion[\[15\]](https://en.wikipedia.org/wiki/Norway#cite_note-IMFWEO.NO-19) ([49th](https://en.wikipedia.org/wiki/List_of_countries_by_GDP_(PPP) "List of countries by GDP (PPP)")) | +| • Per capita + +| ![Image 194: Increase](https://upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/11px-Increase2.svg.png) $103,446[\[15\]](https://en.wikipedia.org/wiki/Norway#cite_note-IMFWEO.NO-19) ([5th](https://en.wikipedia.org/wiki/List_of_countries_by_GDP_(PPP)_per_capita "List of countries by GDP (PPP) per capita")) | +| [GDP](https://en.wikipedia.org/wiki/Gross_domestic_product "Gross domestic product") (nominal) | 2024 estimate | +| • Total + +| ![Image 195: Increase](https://upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/11px-Increase2.svg.png) $503.752 billion[\[15\]](https://en.wikipedia.org/wiki/Norway#cite_note-IMFWEO.NO-19) ([33rd](https://en.wikipedia.org/wiki/List_of_countries_by_GDP_(nominal) "List of countries by GDP (nominal)")) | +| • Per capita + +| ![Image 196: Increase](https://upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/11px-Increase2.svg.png) $90,433[\[15\]](https://en.wikipedia.org/wiki/Norway#cite_note-IMFWEO.NO-19) ([5th](https://en.wikipedia.org/wiki/List_of_countries_by_GDP_(nominal)_per_capita "List of countries by GDP (nominal) per capita")) | +| [Gini](https://en.wikipedia.org/wiki/Gini_coefficient "Gini coefficient") (2020) | ![Image 197: Positive decrease](https://upload.wikimedia.org/wikipedia/commons/thumb/9/92/Decrease_Positive.svg/11px-Decrease_Positive.svg.png) 25.3[\[16\]](https://en.wikipedia.org/wiki/Norway#cite_note-eurogini-20) +low inequality | +| [HDI](https://en.wikipedia.org/wiki/Human_Development_Index "Human Development Index") (2022) | ![Image 198: Increase](https://upload.wikimedia.org/wikipedia/commons/thumb/b/b0/Increase2.svg/11px-Increase2.svg.png) 0.966[\[17\]](https://en.wikipedia.org/wiki/Norway#cite_note-UNHDR-21) +very high ([2nd](https://en.wikipedia.org/wiki/List_of_countries_by_Human_Development_Index "List of countries by Human Development Index")) | +| Currency | [Norwegian krone](https://en.wikipedia.org/wiki/Norwegian_krone "Norwegian krone") ([NOK](https://en.wikipedia.org/wiki/ISO_4217 "ISO 4217")) | +| Time zone | [UTC](https://en.wikipedia.org/wiki/Coordinated_Universal_Time "Coordinated Universal Time")+1 ([CET](https://en.wikipedia.org/wiki/Central_European_Time "Central European Time")) | +| • Summer ([DST](https://en.wikipedia.org/wiki/Daylight_saving_time "Daylight saving time")) + +| [UTC](https://en.wikipedia.org/wiki/Coordinated_Universal_Time "Coordinated Universal Time")+2 ([CEST](https://en.wikipedia.org/wiki/Central_European_Summer_Time "Central European Summer Time")) | +| Date format | dd.mm.yyyy | +| [Drives on](https://en.wikipedia.org/wiki/Left-_and_right-hand_traffic "Left- and right-hand traffic") | Right | +| [Calling code](https://en.wikipedia.org/wiki/Telephone_numbers_in_Norway "Telephone numbers in Norway") | [+47](https://en.wikipedia.org/wiki/Telephone_numbers_in_Norway "Telephone numbers in Norway") | +| [ISO 3166 code](https://en.wikipedia.org/wiki/ISO_3166 "ISO 3166") | [NO](https://en.wikipedia.org/wiki/ISO_3166-2:NO "ISO 3166-2:NO") | +| [Internet TLD](https://en.wikipedia.org/wiki/Country_code_top-level_domain "Country code top-level domain") | [.no](https://en.wikipedia.org/wiki/.no ".no")d | +| + +1. The country has no official motto, but the oath from the 1814 [Norwegian Constituent Assembly](https://en.wikipedia.org/wiki/Norwegian_Constituent_Assembly "Norwegian Constituent Assembly") can be regarded as the closest unofficial equivalent: + _[Enige og tro inntil Dovre faller](https://en.wikipedia.org/wiki/Enige_og_tro_inntil_Dovre_faller "Enige og tro inntil Dovre faller")_ ([Bokmål](https://en.wikipedia.org/wiki/Bokm%C3%A5l "Bokmål")) + _Einige og tru inntil Dovre fell_ ([Nynorsk](https://en.wikipedia.org/wiki/Nynorsk "Nynorsk")) + "United and loyal until [Dovre](https://en.wikipedia.org/wiki/Dovrefjell "Dovrefjell") falls" +2. Includes the mainland, [Svalbard and Jan Mayen](https://en.wikipedia.org/wiki/Svalbard_and_Jan_Mayen "Svalbard and Jan Mayen").[\[13\]](https://en.wikipedia.org/wiki/Norway#cite_note-kart_2019-17) (Without the integral territories, it is the 67th largest country at 323,802[\[18\]](https://en.wikipedia.org/wiki/Norway#cite_note-22) square kilometres) +3. This percentage is for the mainland, Svalbard, and Jan Mayen. This percentage counts glaciers as "land". It's calculated as 19,940.14/(365,246.17+19,940.14).\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] +4. Two more TLDs have been assigned, but are not used: [.sj](https://en.wikipedia.org/wiki/.sj ".sj") for Svalbard and Jan Mayen; [.bv](https://en.wikipedia.org/wiki/.bv ".bv") for [Bouvet Island](https://en.wikipedia.org/wiki/Bouvet_Island "Bouvet Island"). + + + +| + +**Norway**,[\[a\]](https://en.wikipedia.org/wiki/Norway#cite_note-23) officially the **Kingdom of Norway**,[\[b\]](https://en.wikipedia.org/wiki/Norway#cite_note-24) is a [Nordic country](https://en.wikipedia.org/wiki/Nordic_countries "Nordic countries") in [Northern Europe](https://en.wikipedia.org/wiki/Northern_Europe "Northern Europe"), situated on the [Scandinavian Peninsula](https://en.wikipedia.org/wiki/Scandinavian_Peninsula "Scandinavian Peninsula"), with a population of 5.5 million as of 2024.\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] The remote [Arctic](https://en.wikipedia.org/wiki/Arctic "Arctic") island of [Jan Mayen](https://en.wikipedia.org/wiki/Jan_Mayen "Jan Mayen") and the [archipelago](https://en.wikipedia.org/wiki/Archipelago "Archipelago") of [Svalbard](https://en.wikipedia.org/wiki/Svalbard "Svalbard") also form part of the Kingdom of Norway.[\[note 5\]](https://en.wikipedia.org/wiki/Norway#cite_note-Svalbard-26) [Bouvet Island](https://en.wikipedia.org/wiki/Bouvet_Island "Bouvet Island"), located in the [Subantarctic](https://en.wikipedia.org/wiki/Subantarctic "Subantarctic"), is a [dependency](https://en.wikipedia.org/wiki/Dependencies_of_Norway "Dependencies of Norway"), and not a part of the Kingdom; Norway also [claims](https://en.wikipedia.org/wiki/Territorial_claims_in_Antarctica "Territorial claims in Antarctica") the Antarctic territories of [Peter I Island](https://en.wikipedia.org/wiki/Peter_I_Island "Peter I Island") and [Queen Maud Land](https://en.wikipedia.org/wiki/Queen_Maud_Land "Queen Maud Land"). The capital and largest city in Norway is [Oslo](https://en.wikipedia.org/wiki/Oslo "Oslo"). + +Norway has a total area of 385,207 square kilometres (148,729 sq mi).[\[13\]](https://en.wikipedia.org/wiki/Norway#cite_note-kart_2019-17) The country shares a long eastern border with [Sweden](https://en.wikipedia.org/wiki/Sweden "Sweden"), and is bordered by [Finland](https://en.wikipedia.org/wiki/Finland "Finland") and [Russia](https://en.wikipedia.org/wiki/Russia "Russia") to the northeast. Norway has an extensive coastline facing the [Skagerrak](https://en.wikipedia.org/wiki/Skagerrak "Skagerrak") strait, the North Atlantic Ocean, and the [Barents Sea](https://en.wikipedia.org/wiki/Barents_Sea "Barents Sea"). + +The unified kingdom of Norway was established in 872 as a merger of [petty kingdoms](https://en.wikipedia.org/wiki/Petty_kingdoms_of_Norway "Petty kingdoms of Norway") and has existed continuously for 1,152–1,153 years. From 1537 to 1814, Norway was part of [Denmark–Norway](https://en.wikipedia.org/wiki/Denmark%E2%80%93Norway "Denmark–Norway"), and, from 1814 to 1905, it was in a [personal union](https://en.wikipedia.org/wiki/Union_between_Sweden_and_Norway "Union between Sweden and Norway") with Sweden. Norway was neutral during the [First World War](https://en.wikipedia.org/wiki/World_War_I "World War I"), and in the [Second World War](https://en.wikipedia.org/wiki/World_War_II "World War II") until April 1940 when it was [invaded](https://en.wikipedia.org/wiki/Operation_Weser%C3%BCbung "Operation Weserübung") and [occupied](https://en.wikipedia.org/wiki/German_occupation_of_Norway "German occupation of Norway") by [Nazi Germany](https://en.wikipedia.org/wiki/Nazi_Germany "Nazi Germany") until the end of the war. + +[Harald V](https://en.wikipedia.org/wiki/Harald_V "Harald V") of the [House of Glücksburg](https://en.wikipedia.org/wiki/House_of_Gl%C3%BCcksburg "House of Glücksburg") is the current [King of Norway](https://en.wikipedia.org/wiki/Monarchy_of_Norway "Monarchy of Norway"). [Jonas Gahr Støre](https://en.wikipedia.org/wiki/Jonas_Gahr_St%C3%B8re "Jonas Gahr Støre") has been [Prime Minister of Norway](https://en.wikipedia.org/wiki/Prime_Minister_of_Norway "Prime Minister of Norway") since 2021. As a [unitary state](https://en.wikipedia.org/wiki/Unitary_state "Unitary state") with a [constitutional monarchy](https://en.wikipedia.org/wiki/Constitutional_monarchy "Constitutional monarchy"), Norway [divides state power](https://en.wikipedia.org/wiki/Separation_of_powers "Separation of powers") between the [parliament](https://en.wikipedia.org/wiki/Storting "Storting"), the [cabinet](https://en.wikipedia.org/wiki/Council_of_State_(Norway) "Council of State (Norway)"), and the [supreme court](https://en.wikipedia.org/wiki/Supreme_Court_of_Norway "Supreme Court of Norway"), as determined by the [1814 constitution](https://en.wikipedia.org/wiki/Constitution_of_Norway "Constitution of Norway"). Norway has both administrative and political subdivisions on two levels: [counties](https://en.wikipedia.org/wiki/Counties_of_Norway "Counties of Norway") and [municipalities](https://en.wikipedia.org/wiki/List_of_municipalities_of_Norway "List of municipalities of Norway"). The [Sámi people](https://en.wikipedia.org/wiki/S%C3%A1mi_peoples "Sámi peoples") have a certain amount of self-determination and influence over traditional territories through the [Sámi Parliament](https://en.wikipedia.org/wiki/S%C3%A1mi_Parliament_of_Norway "Sámi Parliament of Norway") and the [Finnmark Act](https://en.wikipedia.org/wiki/Finnmark_Act "Finnmark Act"). Norway [maintains close ties](https://en.wikipedia.org/wiki/Norway%E2%80%93European_Union_relations "Norway–European Union relations") with the [European Union](https://en.wikipedia.org/wiki/European_Union "European Union") and the [United States](https://en.wikipedia.org/wiki/Norway%E2%80%93United_States_relations "Norway–United States relations"). Norway is a founding member of the [United Nations](https://en.wikipedia.org/wiki/United_Nations "United Nations"), [NATO](https://en.wikipedia.org/wiki/NATO "NATO"), the [European Free Trade Association](https://en.wikipedia.org/wiki/European_Free_Trade_Association "European Free Trade Association"), the [Council of Europe](https://en.wikipedia.org/wiki/Council_of_Europe "Council of Europe"), the [Antarctic Treaty](https://en.wikipedia.org/wiki/Antarctic_Treaty_System "Antarctic Treaty System"), and the [Nordic Council](https://en.wikipedia.org/wiki/Nordic_Council "Nordic Council"); a member of the [European Economic Area](https://en.wikipedia.org/wiki/European_Economic_Area "European Economic Area"), the [WTO](https://en.wikipedia.org/wiki/World_Trade_Organization "World Trade Organization"), and the [OECD](https://en.wikipedia.org/wiki/OECD "OECD"); and a part of the [Schengen Area](https://en.wikipedia.org/wiki/Schengen_Area "Schengen Area"). The Norwegian dialects share [mutual intelligibility](https://en.wikipedia.org/wiki/Mutual_intelligibility "Mutual intelligibility") with [Danish](https://en.wikipedia.org/wiki/Danish_language "Danish language") and [Swedish](https://en.wikipedia.org/wiki/Swedish_language "Swedish language"). + +Norway maintains the [Nordic welfare model](https://en.wikipedia.org/wiki/Nordic_model "Nordic model") with [universal health care](https://en.wikipedia.org/wiki/Universal_health_care "Universal health care") and a comprehensive [social security](https://en.wikipedia.org/wiki/Welfare_spending "Welfare spending") system, and its values are rooted in egalitarian ideals.[\[20\]](https://en.wikipedia.org/wiki/Norway#cite_note-27) The Norwegian state has large ownership positions in key industrial sectors, having extensive reserves of petroleum, natural gas, minerals, lumber, seafood, and fresh water. The [petroleum industry](https://en.wikipedia.org/wiki/Petroleum_industry "Petroleum industry") accounts for around a quarter of the country's gross domestic product (GDP).[\[21\]](https://en.wikipedia.org/wiki/Norway#cite_note-28) On a [per-capita](https://en.wikipedia.org/wiki/Per_capita "Per capita") basis, Norway is the world's largest producer of oil and natural gas outside of the Middle East.[\[22\]](https://en.wikipedia.org/wiki/Norway#cite_note-29)[\[23\]](https://en.wikipedia.org/wiki/Norway#cite_note-30) The country has the [fourth- and eighth-highest](https://en.wikipedia.org/wiki/List_of_countries_by_GDP_(PPP)_per_capita "List of countries by GDP (PPP) per capita") per-capita income in the world on the [World Bank](https://en.wikipedia.org/wiki/World_Bank "World Bank")'s and [IMF](https://en.wikipedia.org/wiki/International_Monetary_Fund "International Monetary Fund")'s list, respectively.[\[24\]](https://en.wikipedia.org/wiki/Norway#cite_note-31) It has the world's largest [sovereign wealth fund](https://en.wikipedia.org/wiki/Government_Pension_Fund_of_Norway "Government Pension Fund of Norway"), with a value of US$1.3 trillion.[\[25\]](https://en.wikipedia.org/wiki/Norway#cite_note-32)[\[26\]](https://en.wikipedia.org/wiki/Norway#cite_note-Meredith_2023-33) + +Etymology +--------- + +[![Image 199](https://upload.wikimedia.org/wikipedia/commons/thumb/1/10/Ohthere.jpg/330px-Ohthere.jpg)](https://en.wikipedia.org/wiki/File:Ohthere.jpg) + +Opening of [Ohthere](https://en.wikipedia.org/wiki/Ohthere_of_H%C3%A5logaland "Ohthere of Hålogaland")'s [Old English](https://en.wikipedia.org/wiki/Old_English "Old English") account, translated: "Ohthere told his lord _Ælfrede_ king that he lived northmost of all Norwegians…" + +Norway has two official names: _Norge_ in [Bokmål](https://en.wikipedia.org/wiki/Bokm%C3%A5l "Bokmål") and _Noreg_ in [Nynorsk](https://en.wikipedia.org/wiki/Nynorsk "Nynorsk"). The English name Norway comes from the [Old English](https://en.wikipedia.org/wiki/Old_English "Old English") word _Norþweg_ mentioned in 880, meaning "northern way" or "way leading to the north", which is how the [Anglo-Saxons](https://en.wikipedia.org/wiki/Anglo-Saxons "Anglo-Saxons") referred to the coastline of Atlantic Norway.[\[27\]](https://en.wikipedia.org/wiki/Norway#cite_note-Nomino-NRK-34)[\[28\]](https://en.wikipedia.org/wiki/Norway#cite_note-Tvil-Forskning-35)[\[29\]](https://en.wikipedia.org/wiki/Norway#cite_note-:2-36) The Anglo-Saxons of Britain also referred to the kingdom of Norway in 880 as _Norðmanna land_.[\[27\]](https://en.wikipedia.org/wiki/Norway#cite_note-Nomino-NRK-34)[\[28\]](https://en.wikipedia.org/wiki/Norway#cite_note-Tvil-Forskning-35) + +There is some disagreement about whether the native name of Norway originally had the same etymology as the English form. According to the traditional dominant view, the first component was originally [_norðr_](https://en.wiktionary.org/wiki/nor%C3%B0r "wikt:norðr"), a [cognate](https://en.wikipedia.org/wiki/Cognate "Cognate") of English _north_, so the full name was _Norðr [vegr](https://en.wiktionary.org/wiki/vegr "wikt:vegr")_, "the way northwards", referring to the sailing route along the Norwegian coast, and contrasting with _suðrvegar_ "southern way" (from [Old Norse](https://en.wikipedia.org/wiki/Old_Norse "Old Norse") [suðr](https://en.wiktionary.org/wiki/su%C3%B0r "wikt:suðr")) for (Germany), and _austrvegr_ "eastern way" (from [austr](https://en.wiktionary.org/wiki/austr "wikt:austr")) for the [Baltic](https://en.wikipedia.org/wiki/Baltic_Sea "Baltic Sea").[\[30\]](https://en.wikipedia.org/wiki/Norway#cite_note-Heide_2016_p.-37) + +History +------- + +### Prehistory + +The earliest traces of human occupation in Norway are found along the coast, where the huge ice shelf of the [last ice age](https://en.wikipedia.org/wiki/Last_glacial_period "Last glacial period") first melted between 11,000 and 8000 BC. The oldest finds are stone tools dating from 9500 to 6000 BC, discovered in [Finnmark](https://en.wikipedia.org/wiki/Finnmark "Finnmark") ([Komsa culture](https://en.wikipedia.org/wiki/Komsa_culture "Komsa culture")) in the north and [Rogaland](https://en.wikipedia.org/wiki/Rogaland "Rogaland") ([Fosna culture](https://en.wikipedia.org/wiki/Fosna-Hensbacka_culture "Fosna-Hensbacka culture")) in the southwest. Theories about the two cultures being separate were deemed obsolete in the 1970s.[\[31\]](https://en.wikipedia.org/wiki/Norway#cite_note-Randsborg2009-38) + +Between 3000 and 2500 BC, new settlers ([Corded Ware culture](https://en.wikipedia.org/wiki/Corded_Ware_culture "Corded Ware culture")) arrived in [eastern Norway](https://en.wikipedia.org/wiki/Eastern_Norway "Eastern Norway"). They were [Indo-European](https://en.wikipedia.org/wiki/Proto-Indo-Europeans "Proto-Indo-Europeans") farmers who grew grain and kept livestock, and gradually replaced the hunting-fishing population of the west coast. + +### Metal Ages + +[![Image 200](https://upload.wikimedia.org/wikipedia/commons/thumb/c/c9/Bronze_Age_boats.png/220px-Bronze_Age_boats.png)](https://en.wikipedia.org/wiki/File:Bronze_Age_boats.png) + +[Nordic Bronze Age](https://en.wikipedia.org/wiki/Nordic_Bronze_Age "Nordic Bronze Age") [rock carvings](https://en.wikipedia.org/wiki/Rock_carvings "Rock carvings") at [Steinkjer](https://en.wikipedia.org/wiki/Steinkjer "Steinkjer"), [Central Norway](https://en.wikipedia.org/wiki/Central_Norway "Central Norway") + +From about 1500 BC, [bronze](https://en.wikipedia.org/wiki/Bronze "Bronze") was gradually introduced. Burial cairns built close to the sea as far north as [Harstad](https://en.wikipedia.org/wiki/Harstad "Harstad") and also inland in the south are characteristic of this period, with rock carving motifs that differ from those of the [Stone Age](https://en.wikipedia.org/wiki/Stone_Age "Stone Age"), depicting ships resembling the [Hjortspring boat](https://en.wikipedia.org/wiki/Hjortspring_boat "Hjortspring boat"), while large stone burial monuments known as [stone ships](https://en.wikipedia.org/wiki/Stone_ship "Stone ship") were also erected.[\[32\]](https://en.wikipedia.org/wiki/Norway#cite_note-39) + +There is little archaeological evidence dating to the early [Iron Age](https://en.wikipedia.org/wiki/Iron_Age "Iron Age") (the last 500 years BC). The dead were cremated, and their graves contained few goods. During the first four centuries AD, the people of Norway were in contact with Roman-occupied [Gaul](https://en.wikipedia.org/wiki/Gaul "Gaul"); about 70 Roman bronze cauldrons, often used as burial urns, have been found. Contact with countries farther south brought a knowledge of [runes](https://en.wikipedia.org/wiki/Runes "Runes"); the oldest known Norwegian runic inscription dates from the third century. + +### Viking Age + +[![Image 201](https://upload.wikimedia.org/wikipedia/commons/thumb/9/9c/Le_bateau_viking_dOseberg_%284835828216%29.jpg/137px-Le_bateau_viking_dOseberg_%284835828216%29.jpg)](https://en.wikipedia.org/wiki/File:Le_bateau_viking_dOseberg_(4835828216).jpg) + +[![Image 202](https://upload.wikimedia.org/wikipedia/commons/thumb/d/d5/Viking_swords_at_Bergen_Museum.jpg/127px-Viking_swords_at_Bergen_Museum.jpg)](https://en.wikipedia.org/wiki/File:Viking_swords_at_Bergen_Museum.jpg) + +By the time of the first historical records of Scandinavia, about the 8th century, several small political entities existed in Norway. It has been estimated that there were nine petty realms in Western Norway during the early [Viking Age](https://en.wikipedia.org/wiki/Viking_Age "Viking Age").[\[33\]](https://en.wikipedia.org/wiki/Norway#cite_note-40) Archaeologist Bergljot Solberg on this basis estimates that there would have been at least 20 in the whole country.[\[34\]](https://en.wikipedia.org/wiki/Norway#cite_note-41) + +In the Viking period, Norwegian Viking explorers discovered [Iceland](https://en.wikipedia.org/wiki/Iceland "Iceland") by accident in the ninth century when heading for the [Faroe Islands](https://en.wikipedia.org/wiki/Faroe_Islands "Faroe Islands"), and eventually came across [Vinland](https://en.wikipedia.org/wiki/Vinland "Vinland"), known today as [Newfoundland](https://en.wikipedia.org/wiki/Newfoundland_(island) "Newfoundland (island)"), in Canada. The Vikings from Norway were most active in the northern and western [British Isles](https://en.wikipedia.org/wiki/British_Isles "British Isles") and eastern [North America isles](https://en.wikipedia.org/wiki/Norse_colonization_of_North_America "Norse colonization of North America").[\[35\]](https://en.wikipedia.org/wiki/Norway#cite_note-42) + +[![Image 203](https://upload.wikimedia.org/wikipedia/commons/thumb/0/0e/Gjermundbu_helmet_-_cropped.jpg/140px-Gjermundbu_helmet_-_cropped.jpg)](https://en.wikipedia.org/wiki/File:Gjermundbu_helmet_-_cropped.jpg) + +The [Gjermundbu helmet](https://en.wikipedia.org/wiki/Gjermundbu_helmet "Gjermundbu helmet") found in [Buskerud](https://en.wikipedia.org/wiki/Buskerud "Buskerud") is the only known reconstructable [Viking Age](https://en.wikipedia.org/wiki/Viking_Age "Viking Age") helmet. + +According to tradition, [Harald Fairhair](https://en.wikipedia.org/wiki/Harald_Fairhair "Harald Fairhair") unified them into one in 872 after the [Battle of Hafrsfjord](https://en.wikipedia.org/wiki/Battle_of_Hafrsfjord "Battle of Hafrsfjord") in [Stavanger](https://en.wikipedia.org/wiki/Stavanger "Stavanger"), thus becoming the first king of a united Norway.[\[36\]](https://en.wikipedia.org/wiki/Norway#cite_note-43) Harald's realm was mainly a South Norwegian coastal state. Fairhair ruled with a strong hand and according to the sagas, many Norwegians left the country to live in Iceland, the [Faroe Islands](https://en.wikipedia.org/wiki/Faroe_Islands "Faroe Islands"), [Greenland](https://en.wikipedia.org/wiki/Greenland "Greenland"), and parts of [Britain](https://en.wikipedia.org/wiki/Great_Britain "Great Britain") and Ireland.[\[37\]](https://en.wikipedia.org/wiki/Norway#cite_note-44) + +[Haakon I the Good](https://en.wikipedia.org/wiki/Haakon_I_of_Norway "Haakon I of Norway") was Norway's first Christian king, in the mid-10th century, though his attempt to introduce the religion was rejected. [Norse traditions](https://en.wikipedia.org/wiki/Norse_mythology "Norse mythology") were replaced slowly by [Christian ones](https://en.wikipedia.org/wiki/Christian_mythology "Christian mythology") in the late 10th and early 11th centuries. This is largely attributed to the missionary kings [Olaf I Tryggvasson](https://en.wikipedia.org/wiki/Olaf_I_of_Norway "Olaf I of Norway") and [Olaf II Haraldsson](https://en.wikipedia.org/wiki/Olaf_II_of_Norway "Olaf II of Norway") (St. Olaf). Olaf Tryggvasson conducted raids in England, including attacking London. Arriving back in Norway in 995, Olaf landed in [Moster](https://en.wikipedia.org/wiki/Moster_(island) "Moster (island)") where he built a church which became the first [Christian church](https://en.wikipedia.org/wiki/Old_Moster_Church "Old Moster Church") in Norway. From Moster, Olaf sailed north to [Trondheim](https://en.wikipedia.org/wiki/Trondheim_(city) "Trondheim (city)") where he was proclaimed King of Norway by the Eyrathing in 995.[\[38\]](https://en.wikipedia.org/wiki/Norway#cite_note-45) One of the most important sources for the history of the 11th century Vikings is the treaty between the Icelanders and Olaf II Haraldsson, king of Norway circa 1015 to 1028.[\[39\]](https://en.wikipedia.org/wiki/Norway#cite_note-46) + +[Feudalism](https://en.wikipedia.org/wiki/Feudalism "Feudalism") never really developed in Norway or Sweden, as it did in the rest of Europe. However, the administration of government took on a very conservative feudal character. The [Hanseatic League](https://en.wikipedia.org/wiki/Hanseatic_League "Hanseatic League") forced royalty to cede to them greater and greater concessions over foreign trade and the economy, because of the loans the Hansa had made to the royals and the large debt the kings were carrying. The League's monopolistic control over the economy of Norway put pressure on all classes, especially the peasantry, to the degree that no real [burgher](https://en.wikipedia.org/wiki/Burgher_(title) "Burgher (title)") class existed in Norway.[\[40\]](https://en.wikipedia.org/wiki/Norway#cite_note-47) + +### High Middle Ages + +[![Image 204](https://upload.wikimedia.org/wikipedia/commons/thumb/e/ec/Norwegian_Hereditary_Empire_excluding_Greenland.png/220px-Norwegian_Hereditary_Empire_excluding_Greenland.png)](https://en.wikipedia.org/wiki/File:Norwegian_Hereditary_Empire_excluding_Greenland.png) + +[The Norwegian Kingdom](https://en.wikipedia.org/wiki/Kingdom_of_Norway_(872%E2%80%931397) "Kingdom of Norway (872–1397)") at its greatest extent during the 13th century, including the [Open Border](https://en.wikipedia.org/wiki/Norway%E2%80%93Russia_border#History "Norway–Russia border") with the Novgorod Republic + +From the 1040s to 1130, the country was at peace.[\[41\]](https://en.wikipedia.org/wiki/Norway#cite_note-48) In 1130, the [civil war era](https://en.wikipedia.org/wiki/Civil_war_era_in_Norway "Civil war era in Norway") broke out on the basis of [unclear succession laws](https://en.wikipedia.org/wiki/Line_of_succession_to_the_Norwegian_throne "Line of succession to the Norwegian throne"), which allowed the king's sons to rule jointly. The [Archdiocese of Nidaros](https://en.wikipedia.org/wiki/Archdiocese_of_Nidaros "Archdiocese of Nidaros") was created in 1152 and attempted to control the appointment of kings.[\[42\]](https://en.wikipedia.org/wiki/Norway#cite_note-49) The church inevitably had to take sides in the conflicts. The wars ended in 1217 with the appointment of [Håkon IV Håkonsson](https://en.wikipedia.org/wiki/H%C3%A5kon_IV "Håkon IV"), who introduced clear laws of succession.[\[43\]](https://en.wikipedia.org/wiki/Norway#cite_note-50) + +From 1000 to 1300, the population increased from 150,000 to 400,000, resulting both in more land being cleared and the subdivision of farms. While in the Viking Age farmers owned their own land, by 1300, seventy per cent of the land was owned by the king, the church, or the aristocracy, and about twenty per cent of yields went to these landowners.[\[44\]](https://en.wikipedia.org/wiki/Norway#cite_note-51) + +The 14th century is described as Norway's [golden age](https://en.wikipedia.org/wiki/Golden_age_(metaphor) "Golden age (metaphor)"), with peace and increase in trade, especially with the British Islands, although Germany became increasingly important towards the end of the century. Throughout the [High Middle Ages](https://en.wikipedia.org/wiki/High_Middle_Ages "High Middle Ages"), the king established Norway as a sovereign state with a central administration and local representatives.[\[45\]](https://en.wikipedia.org/wiki/Norway#cite_note-52) + +In 1349, the [Black Death](https://en.wikipedia.org/wiki/Black_Death "Black Death") spread to Norway and within a year killed a third of the population. Later plagues reduced the population to half the starting point by 1400. Many communities were entirely wiped out, resulting in an abundance of land, allowing farmers to switch to more [animal husbandry](https://en.wikipedia.org/wiki/Animal_husbandry "Animal husbandry"). The reduction in taxes weakened the king's position,[\[46\]](https://en.wikipedia.org/wiki/Norway#cite_note-53) and many aristocrats lost the basis for their surplus. High [tithes](https://en.wikipedia.org/wiki/Tithe "Tithe") to church made it increasingly powerful and the archbishop became a member of the [Council of State](https://en.wikipedia.org/wiki/Norwegian_Council_of_State "Norwegian Council of State").[\[47\]](https://en.wikipedia.org/wiki/Norway#cite_note-s45-54) + +[![Image 205](https://upload.wikimedia.org/wikipedia/commons/thumb/a/a8/Barrio_de_Bryggen%2C_Bergen.jpg/220px-Barrio_de_Bryggen%2C_Bergen.jpg)](https://en.wikipedia.org/wiki/File:Barrio_de_Bryggen,_Bergen.jpg) + +[Bryggen](https://en.wikipedia.org/wiki/Bryggen "Bryggen") in [Bergen](https://en.wikipedia.org/wiki/Bergen_(city) "Bergen (city)"), once the centre of trade in Norway under the [Hanseatic League](https://en.wikipedia.org/wiki/Hanseatic_League "Hanseatic League") trade network, now preserved as a [World Heritage Site](https://en.wikipedia.org/wiki/World_Heritage_Site "World Heritage Site") + +The [Hanseatic League](https://en.wikipedia.org/wiki/Hanseatic_League "Hanseatic League") took control over Norwegian trade during the 14th century and established a trading centre in [Bergen](https://en.wikipedia.org/wiki/Bergen_(city) "Bergen (city)"). In 1380, [Olaf Haakonsson](https://en.wikipedia.org/wiki/Olaf_II_of_Denmark "Olaf II of Denmark") inherited both the Norwegian (as Olaf IV) and Danish thrones (as Olaf II), creating a union between the two countries.[\[47\]](https://en.wikipedia.org/wiki/Norway#cite_note-s45-54) In 1397, under [Margaret I](https://en.wikipedia.org/wiki/Margaret_I_of_Denmark "Margaret I of Denmark"), the [Kalmar Union](https://en.wikipedia.org/wiki/Kalmar_Union "Kalmar Union") was created between the three Scandinavian countries. She waged war against the Germans, resulting in a trade blockade and higher taxation on Norwegian goods, which led to [a rebellion](https://en.wikipedia.org/wiki/Engelbrekt_rebellion "Engelbrekt rebellion"). However, the Norwegian Council of State was too weak to pull out of the union.[\[48\]](https://en.wikipedia.org/wiki/Norway#cite_note-s46-55) + +Margaret pursued a centralising policy which inevitably favoured Denmark because of its greater population.[\[49\]](https://en.wikipedia.org/wiki/Norway#cite_note-56) Margaret also granted trade privileges to the Hanseatic merchants of [Lübeck](https://en.wikipedia.org/wiki/L%C3%BCbeck "Lübeck") in Bergen in return for recognition of her rule, and these hurt the Norwegian economy. The Hanseatic merchants formed a state within a state in Bergen for generations.[\[50\]](https://en.wikipedia.org/wiki/Norway#cite_note-57) The "[Victual Brothers](https://en.wikipedia.org/wiki/Victual_Brothers "Victual Brothers")" launched three devastating pirate raids on the port (the last in 1427).[\[51\]](https://en.wikipedia.org/wiki/Norway#cite_note-58) + +Norway slipped ever more to the background under the [Oldenburg dynasty](https://en.wikipedia.org/wiki/House_of_Oldenburg "House of Oldenburg") (established 1448). There was one revolt under [Knut Alvsson](https://en.wikipedia.org/wiki/Knut_Alvsson "Knut Alvsson") in 1502.[\[52\]](https://en.wikipedia.org/wiki/Norway#cite_note-59) Norway took no part in the events which led to Swedish independence from Denmark in the 1520s.[\[53\]](https://en.wikipedia.org/wiki/Norway#cite_note-60) + +#### Kalmar Union + +Upon the death of King [Haakon V](https://en.wikipedia.org/wiki/Haakon_V_of_Norway "Haakon V of Norway") in 1319, [Magnus Eriksson](https://en.wikipedia.org/wiki/Magnus_Eriksson "Magnus Eriksson"), at just three years old, inherited the throne as King Magnus VII. A simultaneous movement to make Magnus King of Sweden proved successful (he was a grandson of King [Magnus Ladulås](https://en.wikipedia.org/wiki/Magnus_III_of_Sweden "Magnus III of Sweden") of Sweden), and both the kings of Sweden and of Denmark were elected to the throne by their respective nobles. Thus Sweden and Norway were united under King Magnus VII.[\[54\]](https://en.wikipedia.org/wiki/Norway#cite_note-larsen-61) + +In 1349, the [Black Death](https://en.wikipedia.org/wiki/Black_Death "Black Death") killed between 50% and 60% of Norway's population[\[55\]](https://en.wikipedia.org/wiki/Norway#cite_note-62) and led to a period of social and economic decline.[\[56\]](https://en.wikipedia.org/wiki/Norway#cite_note-enc-63) Although the death rate was comparable with the rest of Europe, economic recovery took much longer because of the small, scattered population.[\[56\]](https://en.wikipedia.org/wiki/Norway#cite_note-enc-63) Even before the plague, the population was only about 500,000.[\[57\]](https://en.wikipedia.org/wiki/Norway#cite_note-end-64) After the plague, many farms lay idle while the population slowly increased.[\[56\]](https://en.wikipedia.org/wiki/Norway#cite_note-enc-63) However, the few surviving farms' tenants found their bargaining positions with their landlords greatly strengthened.[\[56\]](https://en.wikipedia.org/wiki/Norway#cite_note-enc-63) + +[![Image 206](https://upload.wikimedia.org/wikipedia/commons/thumb/1/17/Union_of_Kalmar_%281500%29.svg/220px-Union_of_Kalmar_%281500%29.svg.png)](https://en.wikipedia.org/wiki/File:Union_of_Kalmar_(1500).svg) + +The [Kalmar Union](https://en.wikipedia.org/wiki/Kalmar_Union "Kalmar Union"), c. 1500 + +King Magnus VII ruled Norway until 1350, when his son, Haakon, was placed on the throne as [Haakon VI](https://en.wikipedia.org/wiki/Haakon_VI_of_Norway "Haakon VI of Norway").[\[58\]](https://en.wikipedia.org/wiki/Norway#cite_note-autogenerated3-65) In 1363, Haakon married [Margaret](https://en.wikipedia.org/wiki/Margaret_I_of_Denmark "Margaret I of Denmark"), daughter of King [Valdemar IV of Denmark](https://en.wikipedia.org/wiki/Valdemar_IV_of_Denmark "Valdemar IV of Denmark").[\[56\]](https://en.wikipedia.org/wiki/Norway#cite_note-enc-63) Upon the death of Haakon in 1379, his 10-year-old son [Olaf IV](https://en.wikipedia.org/wiki/Olaf_II_of_Denmark "Olaf II of Denmark") acceded to the throne.[\[56\]](https://en.wikipedia.org/wiki/Norway#cite_note-enc-63) As Olaf had already been elected to the throne of Denmark in 1376,[\[56\]](https://en.wikipedia.org/wiki/Norway#cite_note-enc-63) Denmark and Norway entered a [personal union](https://en.wikipedia.org/wiki/Personal_union "Personal union").[\[59\]](https://en.wikipedia.org/wiki/Norway#cite_note-autogenerated2-66) Olaf's mother and Haakon's widow, Queen Margaret, managed the foreign affairs of Denmark and Norway during Olaf's minority.[\[56\]](https://en.wikipedia.org/wiki/Norway#cite_note-enc-63) + +Margaret was on the verge of achieving a union of Sweden with Denmark and Norway when Olaf IV suddenly died.[\[56\]](https://en.wikipedia.org/wiki/Norway#cite_note-enc-63) Denmark made Margaret temporary ruler on the death of Olaf. On 2 February 1388, Norway followed suit and crowned Margaret.[\[56\]](https://en.wikipedia.org/wiki/Norway#cite_note-enc-63) Queen Margaret knew that her power would be more secure if she were able to find a king to rule in her place. She settled on [Eric of Pomerania](https://en.wikipedia.org/wiki/Eric_of_Pomerania "Eric of Pomerania"), grandson of her sister. Thus at an all-Scandinavian meeting held at Kalmar, Erik of Pomerania was crowned king of all three Scandinavian countries, bringing the thrones of Norway, Denmark, and Sweden under the control of Queen Margaret when the country entered into the [Kalmar Union](https://en.wikipedia.org/wiki/Kalmar_Union "Kalmar Union"). + +### Early modern period + +After Sweden broke out of the [Kalmar Union](https://en.wikipedia.org/wiki/Kalmar_Union "Kalmar Union") in 1521, Norway tried to follow suit,\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] but the subsequent rebellion was defeated, and Norway remained in a union with Denmark until 1814. This period was [by some](https://en.wikipedia.org/wiki/Nicolai_Wergeland "Nicolai Wergeland") referred to as the "400-Year Night", since all of the kingdom's intellectual and administrative power was centred in [Copenhagen](https://en.wikipedia.org/wiki/Copenhagen "Copenhagen"). + +[![Image 207](https://upload.wikimedia.org/wikipedia/commons/thumb/0/0e/Eerste_fase_van_de_Zeeslag_in_de_Sont_-_First_phase_of_the_Battle_of_the_Sound_-_November_8_1658_%28Jan_Abrahamsz_Beerstraten%2C_1660%29.jpg/220px-Eerste_fase_van_de_Zeeslag_in_de_Sont_-_First_phase_of_the_Battle_of_the_Sound_-_November_8_1658_%28Jan_Abrahamsz_Beerstraten%2C_1660%29.jpg)](https://en.wikipedia.org/wiki/File:Eerste_fase_van_de_Zeeslag_in_de_Sont_-_First_phase_of_the_Battle_of_the_Sound_-_November_8_1658_(Jan_Abrahamsz_Beerstraten,_1660).jpg) + +The [Battle of the Sound](https://en.wikipedia.org/wiki/Battle_of_the_Sound "Battle of the Sound") between an allied Dano-Norwegian–[Dutch](https://en.wikipedia.org/wiki/Dutch_Republic "Dutch Republic") fleet and the Swedish navy, 8 November 1658 (29 October [OS](https://en.wikipedia.org/wiki/Old_Style "Old Style")) + +With the [introduction of Protestantism](https://en.wikipedia.org/wiki/Reformation_in_Denmark%E2%80%93Norway_and_Holstein "Reformation in Denmark–Norway and Holstein") in 1536, the archbishopric in Trondheim was dissolved; Norway lost its independence and effectually became a colony of Denmark. The Church's income and possessions were instead redirected to the court in Copenhagen. Norway lost the steady stream of pilgrims to the relics of [St. Olav](https://en.wikipedia.org/wiki/Olaf_II_of_Norway "Olaf II of Norway") at the [Nidaros](https://en.wikipedia.org/wiki/Nidaros "Nidaros") shrine and, with them, much of the contact with cultural and economic life in the rest of Europe. + +Eventually restored as a kingdom (albeit in legislative union with Denmark) in 1661, Norway saw its land area decrease in the 17th century with the loss of the provinces [Båhuslen](https://en.wikipedia.org/wiki/Bohusl%C3%A4n "Bohuslän"), [Jemtland](https://en.wikipedia.org/wiki/J%C3%A4mtland "Jämtland"), and [Herjedalen](https://en.wikipedia.org/wiki/H%C3%A4rjedalen "Härjedalen") to Sweden, as the result of a number of disastrous wars. In the north, its territory was increased by the acquisition of the provinces of [Troms](https://en.wikipedia.org/wiki/Troms "Troms") and [Finnmark](https://en.wikipedia.org/wiki/Finnmark "Finnmark"), at the expense of Sweden and Russia. + +The [famine of 1695–1696](https://en.wikipedia.org/wiki/Great_Famine_of_1695%E2%80%931697 "Great Famine of 1695–1697") killed roughly 10% of Norway's population.[\[60\]](https://en.wikipedia.org/wiki/Norway#cite_note-67) The harvest failed in Scandinavia at least nine times between 1740 and 1800, with great loss of life.[\[61\]](https://en.wikipedia.org/wiki/Norway#cite_note-68) + +### Later modern period + +[![Image 208](https://upload.wikimedia.org/wikipedia/commons/thumb/e/ed/Eidsvoll_riksraad_1814.jpeg/220px-Eidsvoll_riksraad_1814.jpeg)](https://en.wikipedia.org/wiki/File:Eidsvoll_riksraad_1814.jpeg) + +The 1814 constitutional assembly, painted by [Oscar Wergeland](https://en.wikipedia.org/wiki/Oscar_Wergeland "Oscar Wergeland") + +After Denmark–Norway was attacked by the [United Kingdom](https://en.wikipedia.org/wiki/United_Kingdom_of_Great_Britain_and_Ireland "United Kingdom of Great Britain and Ireland") at the 1807 [Battle of Copenhagen](https://en.wikipedia.org/wiki/Battle_of_Copenhagen_(1807) "Battle of Copenhagen (1807)"), it entered into an alliance with [Napoleon](https://en.wikipedia.org/wiki/Napoleon "Napoleon"), with the war leading to dire conditions and mass [starvation](https://en.wikipedia.org/wiki/Starvation "Starvation") in 1812. As the Danish kingdom was on the losing side in 1814, it was forced by the [Treaty of Kiel](https://en.wikipedia.org/wiki/Treaty_of_Kiel "Treaty of Kiel") to cede Norway to Sweden, while the old Norwegian provinces of Iceland, Greenland, and the Faroe Islands remained with the Danish crown.[\[62\]](https://en.wikipedia.org/wiki/Norway#cite_note-69) Norway took this opportunity to declare independence, adopted a constitution based on [American](https://en.wikipedia.org/wiki/United_States_Constitution "United States Constitution") and [French](https://en.wikipedia.org/wiki/Constitution_of_France "Constitution of France") models, and elected the Crown Prince of Denmark and Norway, [Christian Frederick](https://en.wikipedia.org/wiki/Christian_VIII_of_Denmark "Christian VIII of Denmark"), as king on 17 May 1814 – celebrated as the [Syttende mai](https://en.wikipedia.org/wiki/Norwegian_Constitution_Day "Norwegian Constitution Day") (Seventeenth of May) holiday. + +Norwegian opposition to the decision to link Norway with Sweden caused the [Norwegian–Swedish War](https://en.wikipedia.org/wiki/Swedish%E2%80%93Norwegian_War_(1814) "Swedish–Norwegian War (1814)") to break out as Sweden tried to subdue Norway by military means. As Sweden's military was not strong enough to defeat the Norwegian forces outright, and Norway's treasury was not large enough to support a protracted war, and as British and Russian navies blockaded the Norwegian coast,[\[63\]](https://en.wikipedia.org/wiki/Norway#cite_note-70) the belligerents were forced to negotiate the [Convention of Moss](https://en.wikipedia.org/wiki/Convention_of_Moss "Convention of Moss"). Christian Frederik abdicated the Norwegian throne and authorised the [Parliament of Norway](https://en.wikipedia.org/wiki/Parliament_of_Norway "Parliament of Norway") to make the necessary constitutional amendments to allow for the [personal union](https://en.wikipedia.org/wiki/Personal_union "Personal union") that Norway was forced to accept. On 4 November 1814, the Parliament (Storting) elected [Charles XIII of Sweden](https://en.wikipedia.org/wiki/Charles_XIII_of_Sweden "Charles XIII of Sweden") as king of Norway, thereby establishing the [union with Sweden](https://en.wikipedia.org/wiki/Union_between_Sweden_and_Norway "Union between Sweden and Norway").[\[64\]](https://en.wikipedia.org/wiki/Norway#cite_note-71) Under this arrangement, Norway kept its liberal constitution and its own independent institutions, though it shared a monarch and foreign policy with Sweden. Following the recession caused by the [Napoleonic Wars](https://en.wikipedia.org/wiki/Napoleonic_Wars "Napoleonic Wars"), economic development of Norway remained slow until 1830.[\[65\]](https://en.wikipedia.org/wiki/Norway#cite_note-72) + +[![Image 209](https://upload.wikimedia.org/wikipedia/commons/thumb/2/21/17th_of_May_celebrations_%284598341140%29.jpg/220px-17th_of_May_celebrations_%284598341140%29.jpg)](https://en.wikipedia.org/wiki/File:17th_of_May_celebrations_(4598341140).jpg) + +[17 May celebration](https://en.wikipedia.org/wiki/Constitution_Day_(Norway) "Constitution Day (Norway)") in [Stongfjorden](https://en.wikipedia.org/wiki/Stongfjorden "Stongfjorden"), c. 1910 + +This period also saw the rise of [Norwegian romantic nationalism](https://en.wikipedia.org/wiki/Norwegian_romantic_nationalism "Norwegian romantic nationalism"), as Norwegians sought to define and express a distinct national character. The movement covered all branches of culture, including literature ([Henrik Wergeland](https://en.wikipedia.org/wiki/Henrik_Wergeland "Henrik Wergeland"), [Bjørnstjerne Bjørnson](https://en.wikipedia.org/wiki/Bj%C3%B8rnstjerne_Bj%C3%B8rnson "Bjørnstjerne Bjørnson"), [Peter Christen Asbjørnsen](https://en.wikipedia.org/wiki/Peter_Christen_Asbj%C3%B8rnsen "Peter Christen Asbjørnsen"), [Jørgen Moe](https://en.wikipedia.org/wiki/J%C3%B8rgen_Moe "Jørgen Moe")), painting ([Hans Gude](https://en.wikipedia.org/wiki/Hans_Gude "Hans Gude"), [Adolph Tidemand](https://en.wikipedia.org/wiki/Adolph_Tidemand "Adolph Tidemand")), music ([Edvard Grieg](https://en.wikipedia.org/wiki/Edvard_Grieg "Edvard Grieg")), and even language policy, where attempts to define a native written language for Norway led to today's two official written forms for Norwegian: [Bokmål](https://en.wikipedia.org/wiki/Bokm%C3%A5l "Bokmål") and [Nynorsk](https://en.wikipedia.org/wiki/Nynorsk "Nynorsk"). + +[King Charles III John](https://en.wikipedia.org/wiki/Charles_XIV_John_of_Sweden "Charles XIV John of Sweden") came to the throne of Norway and Sweden in 1818 and reigned to 1844. He protected the constitution and liberties of Norway and Sweden during the age of [Metternich](https://en.wikipedia.org/wiki/Klemens_Wenzel,_Prince_von_Metternich "Klemens Wenzel, Prince von Metternich").\[_[neutrality](https://en.wikipedia.org/wiki/Wikipedia:Neutral_point_of_view "Wikipedia:Neutral point of view") is [disputed](https://en.wikipedia.org/wiki/Talk:Norway#Added_WP:NPOV_tag "Talk:Norway")_\] As such, he was regarded as a liberal monarch. However, he was ruthless in his use of paid informers, secret police and restrictions on the freedom of the press to put down public movements for reform—especially the Norwegian national independence movement.[\[66\]](https://en.wikipedia.org/wiki/Norway#cite_note-73) + +The [Romantic Era](https://en.wikipedia.org/wiki/Romanticism "Romanticism") that followed the reign of Charles III John brought some significant social and political reforms. In 1854, women won the right to inherit property. In 1863, the last trace of keeping unmarried women in the status of minors was removed. Furthermore, women were eligible for different occupations, particularly the common school teacher.[\[67\]](https://en.wikipedia.org/wiki/Norway#cite_note-74) By mid-century, Norway's democracy was limited; voting was limited to officials, property owners, leaseholders and burghers of incorporated towns.[\[68\]](https://en.wikipedia.org/wiki/Norway#cite_note-75) + +[![Image 210](https://upload.wikimedia.org/wikipedia/commons/thumb/8/87/Saami_Family_1900.jpg/220px-Saami_Family_1900.jpg)](https://en.wikipedia.org/wiki/File:Saami_Family_1900.jpg) + +A [Sámi](https://en.wikipedia.org/wiki/S%C3%A1mi_people "Sámi people") family in Norway, c. 1900 + +Norway remained a conservative society. Life in Norway (especially economic life) was "dominated by the aristocracy of professional men who filled most of the important posts in the central government".[\[69\]](https://en.wikipedia.org/wiki/Norway#cite_note-76) There was no strong bourgeois class to demand a breakdown of this aristocratic control.[\[70\]](https://en.wikipedia.org/wiki/Norway#cite_note-Marx_Engels-77) Thus, even while revolution swept over most of the countries of Europe in 1848, Norway was largely unaffected.[\[70\]](https://en.wikipedia.org/wiki/Norway#cite_note-Marx_Engels-77) + +[Marcus Thrane](https://en.wikipedia.org/wiki/Marcus_Thrane "Marcus Thrane") was a [Utopian socialist](https://en.wikipedia.org/wiki/Utopian_socialism "Utopian socialism") who in 1848 organised a labour society in [Drammen](https://en.wikipedia.org/wiki/Drammen_(town) "Drammen (town)"). In just a few months, this society had a membership of 500 and was publishing its own newspaper. Within two years, 300 societies had been organised all over Norway, with a total membership of 20,000 drawn from the lower classes of both urban and rural areas.[\[71\]](https://en.wikipedia.org/wiki/Norway#cite_note-78) In the end, the revolt was easily crushed; Thrane was captured and jailed.[\[72\]](https://en.wikipedia.org/wiki/Norway#cite_note-79) + +In 1898, all men were granted [universal suffrage](https://en.wikipedia.org/wiki/Universal_suffrage "Universal suffrage"), followed by all [women](https://en.wikipedia.org/wiki/Women%27s_suffrage "Women's suffrage") in 1913. + +### Dissolution of the union and the First World War + +[Christian Michelsen](https://en.wikipedia.org/wiki/Christian_Michelsen "Christian Michelsen"), Prime Minister of Norway from 1905 to 1907, played a central role in the peaceful separation of Norway from Sweden on 7 June 1905. A national referendum confirmed the people's preference for a monarchy over a republic. However, no Norwegian could legitimately claim the throne, since none of Norway's noble families could claim [royal descent](https://en.wikipedia.org/wiki/Royal_descent "Royal descent"). + +The government then offered the throne of Norway to Prince Carl of Denmark, a prince of the Dano-German royal [house of Schleswig-Holstein-Sonderburg-Glücksburg](https://en.wikipedia.org/wiki/House_of_Schleswig-Holstein-Sonderburg-Gl%C3%BCcksburg "House of Schleswig-Holstein-Sonderburg-Glücksburg") and a distant relative of Norway's medieval kings. Following the plebiscite, he was unanimously elected king by the Norwegian [Parliament](https://en.wikipedia.org/wiki/Parliament_of_Norway "Parliament of Norway"); he took the name [Haakon VII](https://en.wikipedia.org/wiki/Haakon_VII_of_Norway "Haakon VII of Norway"). + +Throughout the [First World War](https://en.wikipedia.org/wiki/World_War_I "World War I"), Norway remained neutral; however, diplomatic pressure from the [British government](https://en.wikipedia.org/wiki/Government_of_the_United_Kingdom "Government of the United Kingdom") meant that it heavily favoured the [Allies](https://en.wikipedia.org/wiki/Allies_of_World_War_I "Allies of World War I"). During the war, Norway exported fish to both Germany and Britain, until an [ultimatum](https://en.wikipedia.org/wiki/Ultimatum "Ultimatum") from the British government and [anti-German sentiments](https://en.wikipedia.org/wiki/Anti-German_sentiment "Anti-German sentiment") as a result of [German submarines](https://en.wikipedia.org/wiki/U-boat "U-boat") [targeting](https://en.wikipedia.org/wiki/Unrestricted_submarine_warfare "Unrestricted submarine warfare") Norwegian merchantmen led to a termination of trade with Germany. 436 Norwegian merchantmen were sunk by the _[Kaiserliche Marine](https://en.wikipedia.org/wiki/Imperial_German_Navy "Imperial German Navy")_, with 1,150 Norwegian sailors killed.[\[73\]](https://en.wikipedia.org/wiki/Norway#cite_note-80)\[_[disputed](https://en.wikipedia.org/wiki/Wikipedia:Disputed_statement "Wikipedia:Disputed statement") – [discuss](https://en.wikipedia.org/wiki/Talk:Norway "Talk:Norway")_\] + +### Second World War + +Norway once more proclaimed its neutrality during the [Second World War](https://en.wikipedia.org/wiki/World_War_II "World War II"), but was [invaded by German forces](https://en.wikipedia.org/wiki/Operation_Weser%C3%BCbung "Operation Weserübung") on 9 April 1940. Although Norway was unprepared for the German surprise attack (see: [Battle of Drøbak Sound](https://en.wikipedia.org/wiki/Battle_of_Dr%C3%B8bak_Sound "Battle of Drøbak Sound"), [Norwegian Campaign](https://en.wikipedia.org/wiki/Norwegian_Campaign "Norwegian Campaign"), and [Invasion of Norway](https://en.wikipedia.org/wiki/Operation_Weser%C3%BCbung "Operation Weserübung")), military and naval resistance lasted for two months. Norwegian armed forces in the north launched an offensive against the German forces in the [Battles of Narvik](https://en.wikipedia.org/wiki/Battles_of_Narvik "Battles of Narvik"), but were forced to surrender on 10 June after losing British support which had been diverted to France during the [German invasion of France](https://en.wikipedia.org/wiki/Battle_of_France "Battle of France"). + +[![Image 211](https://upload.wikimedia.org/wikipedia/commons/thumb/4/4d/Bombingen_av_Kristiansund%2C_1940%2C_Riksarkivet%2C_Arkivreferanse_PA_1667U2_050.jpg/220px-Bombingen_av_Kristiansund%2C_1940%2C_Riksarkivet%2C_Arkivreferanse_PA_1667U2_050.jpg)](https://en.wikipedia.org/wiki/File:Bombingen_av_Kristiansund,_1940,_Riksarkivet,_Arkivreferanse_PA_1667U2_050.jpg) + +Bombing of [Kristiansund](https://en.wikipedia.org/wiki/Kristiansund "Kristiansund"). The German invasion resulted in 24 towns being bombed in the spring of 1940. + +King Haakon and the Norwegian government escaped to [Rotherhithe](https://en.wikipedia.org/wiki/Rotherhithe "Rotherhithe") in London. Throughout the war they sent radio speeches and supported clandestine military actions against the Germans. On the day of the invasion, the leader of the small National-Socialist party [Nasjonal Samling](https://en.wikipedia.org/wiki/Nasjonal_Samling "Nasjonal Samling"), [Vidkun Quisling](https://en.wikipedia.org/wiki/Vidkun_Quisling "Vidkun Quisling"), tried to seize power, but was forced by the German occupiers to step aside. Real power was wielded by the leader of the German occupation authority, [Josef Terboven](https://en.wikipedia.org/wiki/Josef_Terboven "Josef Terboven"). Quisling, as _minister president_, later formed a [collaborationist government under German control](https://en.wikipedia.org/wiki/Quisling_regime "Quisling regime"). Up to 15,000 Norwegians volunteered to fight in German units, including the [Waffen-SS](https://en.wikipedia.org/wiki/Waffen-SS "Waffen-SS").[\[74\]](https://en.wikipedia.org/wiki/Norway#cite_note-81) + +Many Norwegians and persons of Norwegian descent joined the Allied forces as well as the [Free Norwegian Forces](https://en.wikipedia.org/wiki/Free_Norwegian_Forces "Free Norwegian Forces"). In June 1940, a small group had left Norway following their king to Britain. This group included 13 ships, five aircraft, and 500 men from the Royal Norwegian Navy. By the end of the war, the force had grown to 58 ships and 7,500 men in service in the Royal Norwegian Navy, 5 squadrons of aircraft in the newly formed Norwegian Air Force, and land forces including the [Norwegian Independent Company 1](https://en.wikipedia.org/wiki/Norwegian_Independent_Company_1 "Norwegian Independent Company 1") and 5 Troop as well as No. 10 [Commandos](https://en.wikipedia.org/wiki/British_Commandos "British Commandos").\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] + +During [German occupation](https://en.wikipedia.org/wiki/German_occupation_of_Norway "German occupation of Norway"), Norwegians built a [resistance movement](https://en.wikipedia.org/wiki/Norwegian_resistance_movement "Norwegian resistance movement") which incorporated civil disobedience and armed resistance including the destruction of [Norsk Hydro](https://en.wikipedia.org/wiki/Norsk_Hydro "Norsk Hydro")'s [heavy water](https://en.wikipedia.org/wiki/Heavy_water "Heavy water") plant and stockpile of heavy water at [Vemork](https://en.wikipedia.org/wiki/Vemork "Vemork"), which [crippled the German nuclear programme](https://en.wikipedia.org/wiki/Norwegian_heavy_water_sabotage "Norwegian heavy water sabotage"). More important to the [Allied](https://en.wikipedia.org/wiki/Allies_of_World_War_II "Allies of World War II") war effort, however, was the role of the Norwegian [Merchant Marine](https://en.wikipedia.org/wiki/Merchant_Navy "Merchant Navy"), the fourth-largest merchant marine fleet in the world. It was led by the Norwegian shipping company [Nortraship](https://en.wikipedia.org/wiki/Nortraship "Nortraship") under the Allies throughout the war and took part in every war operation from the [evacuation of Dunkirk](https://en.wikipedia.org/wiki/Dunkirk_evacuation "Dunkirk evacuation") to the [Normandy landings](https://en.wikipedia.org/wiki/Normandy_landings "Normandy landings"). Every December Norway gives a [Christmas tree](https://en.wikipedia.org/wiki/Christmas_tree "Christmas tree") to the United Kingdom as thanks for the British assistance during the war.[\[75\]](https://en.wikipedia.org/wiki/Norway#cite_note-82) + +[Svalbard](https://en.wikipedia.org/wiki/Svalbard "Svalbard") was not occupied by German troops, but Germany secretly [established a meteorological station](https://en.wikipedia.org/wiki/Operation_Haudegen "Operation Haudegen") there in 1944.[\[76\]](https://en.wikipedia.org/wiki/Norway#cite_note-83) + +### Post–World War II history + +[![Image 212](https://upload.wikimedia.org/wikipedia/commons/thumb/1/18/StatfjordA%28Jarvin1982%29.jpg/220px-StatfjordA%28Jarvin1982%29.jpg)](https://en.wikipedia.org/wiki/File:StatfjordA(Jarvin1982).jpg) + +Since the 1970s oil production has helped to expand the Norwegian economy and finance the Norwegian state ([Statfjord oil field](https://en.wikipedia.org/wiki/Statfjord_oil_field "Statfjord oil field")). + +From 1945 to 1962, the [Labour Party](https://en.wikipedia.org/wiki/Labour_Party_(Norway) "Labour Party (Norway)") held an absolute majority in the parliament. The government, led by prime minister [Einar Gerhardsen](https://en.wikipedia.org/wiki/Einar_Gerhardsen "Einar Gerhardsen"), embarked on a programme inspired by [Keynesian economics](https://en.wikipedia.org/wiki/Keynesian_economics "Keynesian economics"), emphasising state financed [industrialisation](https://en.wikipedia.org/wiki/Industrialisation "Industrialisation") and co-operation between trade unions and [employers' organisations](https://en.wikipedia.org/wiki/Employers%27_organisation "Employers' organisation"). Many measures of state control of the economy imposed during the war were continued, although the [rationing](https://en.wikipedia.org/wiki/Rationing "Rationing") of dairy products was lifted in 1949, while price controls and rationing of housing and cars continued until 1960. + +The wartime alliance with the United Kingdom and the United States continued in the post-war years. Although pursuing the goal of a socialist economy, the Labour Party distanced itself from the Communists, especially after the Communists' seizure of power in [Czechoslovakia](https://en.wikipedia.org/wiki/Czechoslovakia "Czechoslovakia") in 1948, and strengthened its foreign policy and defence policy ties with the US. Norway received [Marshall Plan](https://en.wikipedia.org/wiki/Marshall_Plan "Marshall Plan") aid from the United States starting in 1947, joined the [Organisation for Economic Co-operation and Development](https://en.wikipedia.org/wiki/Organisation_for_Economic_Co-operation_and_Development "Organisation for Economic Co-operation and Development") (OECD) one year later, and became a founding member of the [North Atlantic Treaty Organization](https://en.wikipedia.org/wiki/NATO "NATO") (NATO) in 1949. + +Oil was discovered at the small Balder field in 1967, but production only began in 1999.[\[77\]](https://en.wikipedia.org/wiki/Norway#cite_note-84) In 1969, the [Phillips Petroleum Company](https://en.wikipedia.org/wiki/Phillips_Petroleum_Company "Phillips Petroleum Company") discovered petroleum resources at the [Ekofisk](https://en.wikipedia.org/wiki/Ekofisk_oil_field "Ekofisk oil field") field west of Norway. In 1973, the Norwegian government founded the State oil company, Statoil (now [Equinor](https://en.wikipedia.org/wiki/Equinor "Equinor")). Oil production did not provide net income until the early 1980s because of the large capital investment required. Around 1975, both the proportion and absolute number of workers in industry peaked. Since then labour-intensive industries and services like factory mass production and shipping have largely been outsourced. + +Norway was a founding member of the [European Free Trade Association](https://en.wikipedia.org/wiki/European_Free_Trade_Association "European Free Trade Association") (EFTA). Norway was twice invited to join the [European Union](https://en.wikipedia.org/wiki/European_Union "European Union"), but ultimately declined after referendums that failed by narrow margins in [1972](https://en.wikipedia.org/wiki/1972_Norwegian_European_Communities_membership_referendum "1972 Norwegian European Communities membership referendum") and [1994](https://en.wikipedia.org/wiki/1994_Norwegian_European_Union_membership_referendum "1994 Norwegian European Union membership referendum").[\[78\]](https://en.wikipedia.org/wiki/Norway#cite_note-85) + +[![Image 213](https://upload.wikimedia.org/wikipedia/commons/thumb/5/56/2011_Norway_attacks_flower_march_2.jpg/220px-2011_Norway_attacks_flower_march_2.jpg)](https://en.wikipedia.org/wiki/File:2011_Norway_attacks_flower_march_2.jpg) + +Town Hall Square in Oslo filled with people with roses mourning the victims of the [Utøya massacre](https://en.wikipedia.org/wiki/2011_Norway_attacks#Ut%C3%B8ya_mass_shooting "2011 Norway attacks") of 22 July 2011. + +In 1981, a [Conservative Party](https://en.wikipedia.org/wiki/Conservative_Party_(Norway) "Conservative Party (Norway)") government led by [Kåre Willoch](https://en.wikipedia.org/wiki/K%C3%A5re_Willoch "Kåre Willoch") replaced the Labour Party with a policy of stimulating the [stagflated economy](https://en.wikipedia.org/wiki/Stagflation "Stagflation") with tax cuts, economic liberalisation, deregulation of markets, and measures to curb record-high inflation (13.6% in 1981). + +Norway's first female prime minister [Gro Harlem Brundtland](https://en.wikipedia.org/wiki/Gro_Harlem_Brundtland "Gro Harlem Brundtland") of the Labour Party continued many of the reforms, while backing traditional Labour concerns such as [social security](https://en.wikipedia.org/wiki/Social_security "Social security"), high taxes, the industrialisation of nature, and feminism. By the late 1990s, Norway had paid off its foreign debt and had started accumulating a [sovereign wealth fund](https://en.wikipedia.org/wiki/Sovereign_wealth_fund "Sovereign wealth fund"). Since the 1990s, a divisive question in politics has been how much of the income from petroleum production the government should spend, and how much it should save. + +In 2011, Norway suffered [two terrorist attacks](https://en.wikipedia.org/wiki/2011_Norway_attacks "2011 Norway attacks") by [Anders Behring Breivik](https://en.wikipedia.org/wiki/Anders_Behring_Breivik "Anders Behring Breivik") which struck the [government quarter](https://en.wikipedia.org/wiki/Regjeringskvartalet "Regjeringskvartalet") in Oslo and a summer camp of the Labour party's [youth movement](https://en.wikipedia.org/wiki/Workers%27_Youth_League_(Norway) "Workers' Youth League (Norway)") at [Utøya](https://en.wikipedia.org/wiki/Ut%C3%B8ya "Utøya") island, resulting in 77 deaths and 319 wounded.[\[79\]](https://en.wikipedia.org/wiki/Norway#cite_note-86) + +[Jens Stoltenberg](https://en.wikipedia.org/wiki/Jens_Stoltenberg "Jens Stoltenberg") led Norway as prime minister for eight years from 2005 to 2013.[\[80\]](https://en.wikipedia.org/wiki/Norway#cite_note-87) The [2013 Norwegian parliamentary election](https://en.wikipedia.org/wiki/2013_Norwegian_parliamentary_election "2013 Norwegian parliamentary election") brought a more conservative government to power, with the Conservative Party and the [Progress Party](https://en.wikipedia.org/wiki/Progress_Party_(Norway) "Progress Party (Norway)") winning 43% of the electorate's votes.[\[81\]](https://en.wikipedia.org/wiki/Norway#cite_note-88) In the [Norwegian parliamentary election 2017](https://en.wikipedia.org/wiki/2017_Norwegian_parliamentary_election "2017 Norwegian parliamentary election") the centre-right government of Prime Minister [Erna Solberg](https://en.wikipedia.org/wiki/Erna_Solberg "Erna Solberg") won re-election.[\[82\]](https://en.wikipedia.org/wiki/Norway#cite_note-reuters.com-89) The [2021 Norwegian parliamentary election](https://en.wikipedia.org/wiki/2021_Norwegian_parliamentary_election "2021 Norwegian parliamentary election") saw a big win for the left-wing opposition in an election fought on climate change, inequality, and oil;[\[83\]](https://en.wikipedia.org/wiki/Norway#cite_note-90) Labour leader [Jonas Gahr Støre](https://en.wikipedia.org/wiki/Jonas_Gahr_St%C3%B8re "Jonas Gahr Støre") was sworn in as prime minister.[\[84\]](https://en.wikipedia.org/wiki/Norway#cite_note-91) + +Geography +--------- + +[![Image 214](https://upload.wikimedia.org/wikipedia/commons/thumb/f/fd/Satellite_image_of_Norway_in_February_2003.jpg/220px-Satellite_image_of_Norway_in_February_2003.jpg)](https://en.wikipedia.org/wiki/File:Satellite_image_of_Norway_in_February_2003.jpg) + +A satellite image of continental Norway and nearby countries in winter + +Norway's core territory comprises the western and northernmost portion of the [Scandinavian Peninsula](https://en.wikipedia.org/wiki/Scandinavian_Peninsula "Scandinavian Peninsula"); the remote island of [Jan Mayen](https://en.wikipedia.org/wiki/Jan_Mayen "Jan Mayen") and the archipelago of [Svalbard](https://en.wikipedia.org/wiki/Svalbard "Svalbard") are also included.[\[note 5\]](https://en.wikipedia.org/wiki/Norway#cite_note-Svalbard-26) The Antarctic [Peter I Island](https://en.wikipedia.org/wiki/Peter_I_Island "Peter I Island") and the sub-Antarctic [Bouvet Island](https://en.wikipedia.org/wiki/Bouvet_Island "Bouvet Island") are [dependent territories](https://en.wikipedia.org/wiki/Dependencies_of_Norway "Dependencies of Norway") and thus not considered part of the Kingdom. Norway also claims a section of [Antarctica](https://en.wikipedia.org/wiki/Antarctica "Antarctica") known as [Queen Maud Land](https://en.wikipedia.org/wiki/Queen_Maud_Land "Queen Maud Land").[\[85\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norge-92) Norwegian possessions in the North Atlantic, [Faroe Islands](https://en.wikipedia.org/wiki/Faroe_Islands "Faroe Islands"), [Greenland](https://en.wikipedia.org/wiki/Greenland "Greenland"), and [Iceland](https://en.wikipedia.org/wiki/Iceland "Iceland"), remained Danish when Norway was passed to Sweden at the [Treaty of Kiel](https://en.wikipedia.org/wiki/Treaty_of_Kiel "Treaty of Kiel").[\[86\]](https://en.wikipedia.org/wiki/Norway#cite_note-93) Norway also comprised [Bohuslän](https://en.wikipedia.org/wiki/Bohusl%C3%A4n "Bohuslän") until 1658, [Jämtland](https://en.wikipedia.org/wiki/J%C3%A4mtland "Jämtland") and [Härjedalen](https://en.wikipedia.org/wiki/H%C3%A4rjedalen "Härjedalen") until 1645,[\[85\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norge-92) [Shetland](https://en.wikipedia.org/wiki/Shetland "Shetland") and [Orkney](https://en.wikipedia.org/wiki/Orkney "Orkney") until 1468,[\[87\]](https://en.wikipedia.org/wiki/Norway#cite_note-94) and the [Hebrides](https://en.wikipedia.org/wiki/Hebrides "Hebrides") and [Isle of Man](https://en.wikipedia.org/wiki/Isle_of_Man "Isle of Man") until the [Treaty of Perth](https://en.wikipedia.org/wiki/Treaty_of_Perth "Treaty of Perth") in 1266.[\[88\]](https://en.wikipedia.org/wiki/Norway#cite_note-95) + +Norway comprises the western and northernmost part of [Scandinavia](https://en.wikipedia.org/wiki/Scandinavia "Scandinavia") in Northern Europe,[\[89\]](https://en.wikipedia.org/wiki/Norway#cite_note-SNL-96) between latitudes [57°](https://en.wikipedia.org/wiki/57th_parallel_north "57th parallel north") and [81° N](https://en.wikipedia.org/wiki/81st_parallel_north "81st parallel north"), and longitudes [4°](https://en.wikipedia.org/wiki/4th_meridian_east "4th meridian east") and [32° E](https://en.wikipedia.org/wiki/32nd_meridian_east "32nd meridian east"). Norway is the northernmost of the [Nordic countries](https://en.wikipedia.org/wiki/Nordic_countries "Nordic countries") and if Svalbard is included also the easternmost.[\[90\]](https://en.wikipedia.org/wiki/Norway#cite_note-97) Norway includes the northernmost point on the European mainland.[\[91\]](https://en.wikipedia.org/wiki/Norway#cite_note-98) The rugged coastline is broken by huge [fjords](https://en.wikipedia.org/wiki/Fjord "Fjord") and thousands of islands. The coastal [baseline](https://en.wikipedia.org/wiki/Baseline_(sea) "Baseline (sea)") is 2,532 kilometres (1,573 mi). The coastline of the mainland including fjords stretches 28,953 kilometres (17,991 mi), when islands are included the coastline has been estimated to 100,915 kilometres (62,706 mi).[\[92\]](https://en.wikipedia.org/wiki/Norway#cite_note-99) Norway shares a 1,619-kilometre (1,006 mi) land border with Sweden, 727 kilometres (452 mi) with Finland, and 196 kilometres (122 mi) with Russia to the east. To the north, west and south, Norway is bordered by the [Barents Sea](https://en.wikipedia.org/wiki/Barents_Sea "Barents Sea"), the [Norwegian Sea](https://en.wikipedia.org/wiki/Norwegian_Sea "Norwegian Sea"), the [North Sea](https://en.wikipedia.org/wiki/North_Sea "North Sea"), and [Skagerrak](https://en.wikipedia.org/wiki/Skagerrak "Skagerrak").[\[93\]](https://en.wikipedia.org/wiki/Norway#cite_note-factbook-100) The [Scandinavian Mountains](https://en.wikipedia.org/wiki/Scandinavian_Mountains "Scandinavian Mountains") form much of the border with Sweden. + +At 385,207 square kilometres (148,729 sq mi) (including [Svalbard](https://en.wikipedia.org/wiki/Svalbard "Svalbard") and [Jan Mayen](https://en.wikipedia.org/wiki/Jan_Mayen "Jan Mayen"); 323,808 square kilometres (125,023 sq mi) without),[\[13\]](https://en.wikipedia.org/wiki/Norway#cite_note-kart_2019-17) much of the country is dominated by mountainous or high terrain, with a great variety of natural features caused by prehistoric [glaciers](https://en.wikipedia.org/wiki/Glacier "Glacier") and varied [topography](https://en.wikipedia.org/wiki/Topography "Topography"). The most noticeable of these are the fjords. [Sognefjorden](https://en.wikipedia.org/wiki/Sognefjorden "Sognefjorden") is the world's second deepest fjord, and the world's longest at 204 kilometres (127 mi). The lake [Hornindalsvatnet](https://en.wikipedia.org/wiki/Hornindalsvatnet "Hornindalsvatnet") is the deepest lake in Europe.[\[94\]](https://en.wikipedia.org/wiki/Norway#cite_note-101) Norway has about 400,000 lakes[\[95\]](https://en.wikipedia.org/wiki/Norway#cite_note-102)[\[96\]](https://en.wikipedia.org/wiki/Norway#cite_note-103) and 239,057 registered islands.[\[89\]](https://en.wikipedia.org/wiki/Norway#cite_note-SNL-96) [Permafrost](https://en.wikipedia.org/wiki/Permafrost "Permafrost") can be found all year in the higher mountain areas and in the interior of Finnmark county. [Numerous glaciers](https://en.wikipedia.org/wiki/List_of_glaciers_in_Norway "List of glaciers in Norway") are found in Norway. The land is mostly made of hard [granite](https://en.wikipedia.org/wiki/Granite "Granite") and [gneiss](https://en.wikipedia.org/wiki/Gneiss "Gneiss") rock, but [slate](https://en.wikipedia.org/wiki/Slate "Slate"), [sandstone](https://en.wikipedia.org/wiki/Sandstone "Sandstone"), and [limestone](https://en.wikipedia.org/wiki/Limestone "Limestone") are also common, and the lowest elevations contain marine deposits. + +### Climate + +[![Image 215](https://upload.wikimedia.org/wikipedia/commons/thumb/5/58/Koppen-Geiger_Map_v2_NOR_1991%E2%80%932020.svg/220px-Koppen-Geiger_Map_v2_NOR_1991%E2%80%932020.svg.png)](https://en.wikipedia.org/wiki/File:Koppen-Geiger_Map_v2_NOR_1991%E2%80%932020.svg) + +[Köppen climate classification](https://en.wikipedia.org/wiki/K%C3%B6ppen_climate_classification "Köppen climate classification") types of Norway 1991–2020 (0C/32F isotherm for coldest month dividing C and D climates). + +[![Image 216](https://upload.wikimedia.org/wikipedia/commons/thumb/8/88/Precipitation_normal_Norway.jpg/220px-Precipitation_normal_Norway.jpg)](https://en.wikipedia.org/wiki/File:Precipitation_normal_Norway.jpg) + +Map of Norway showing the normal precipitation (annual average). Period 1961–1990. + +Because of the [Gulf Stream](https://en.wikipedia.org/wiki/Gulf_Stream "Gulf Stream") and prevailing westerlies, Norway experiences higher temperatures and more precipitation than expected at such northern latitudes, especially along the coast. The mainland experiences four distinct seasons, with colder winters and less precipitation inland. The northernmost part has a mostly maritime [Subarctic climate](https://en.wikipedia.org/wiki/Subarctic_climate "Subarctic climate"), while Svalbard has an [Arctic](https://en.wikipedia.org/wiki/Arctic "Arctic") [tundra](https://en.wikipedia.org/wiki/Tundra "Tundra") climate. The southern and western parts of Norway, fully exposed to Atlantic storm fronts, experience more precipitation and have milder winters than the eastern and far northern parts. Areas to the east of the coastal mountains are in a [rain shadow](https://en.wikipedia.org/wiki/Rain_shadow "Rain shadow"), and have lower rain and snow totals than the west. The lowlands around Oslo have the warmest summers, but also cold weather and snow in wintertime. The sunniest weather is along the south coast, but sometimes even the coast far north can be very sunny – the sunniest month with 430 sun hours was recorded in Tromsø.[\[97\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwegian-Meteorological-Institute-104)[\[98\]](https://en.wikipedia.org/wiki/Norway#cite_note-Book-Climate-105) + +Because of Norway's high [latitude](https://en.wikipedia.org/wiki/Latitude "Latitude"), there are large seasonal variations in daylight. From late May to late July, the sun never completely descends beneath the horizon in areas north of the [Arctic Circle](https://en.wikipedia.org/wiki/Arctic_Circle "Arctic Circle"), and the rest of the country experiences up to 20 hours of daylight per day. Conversely, from late November to late January, the sun never rises above the horizon in the north, and daylight hours are very short in the rest of the country. + +Temperature anomalies found in coastal locations are exceptional, with southern Lofoten and [Bø Municipality](https://en.wikipedia.org/wiki/B%C3%B8_Municipality_(Nordland) "Bø Municipality (Nordland)") having all monthly means above freezing in spite of being north of the Arctic Circle. The very northernmost coast of Norway would be ice-covered in winter if not for the Gulf Stream.[\[99\]](https://en.wikipedia.org/wiki/Norway#cite_note-106) The east of the country has a more continental climate, and the mountain ranges have subarctic and tundra climates. There is also higher rainfall in areas exposed to the Atlantic, especially the western slopes of the mountain ranges and areas close, such as Bergen. The valleys east of the mountain ranges are the driest; some of the valleys are sheltered by mountains in most directions. [Saltdal Municipality](https://en.wikipedia.org/wiki/Saltdal_Municipality "Saltdal Municipality") in Nordland is the driest place with 211 millimetres (8.3 inches) precipitation annually (1991–2020). In southern Norway, [Skjåk Municipality](https://en.wikipedia.org/wiki/Skj%C3%A5k_Municipality "Skjåk Municipality") in Innlandet county gets 295 millimetres (11.6 inches) precipitation. [Finnmarksvidda](https://en.wikipedia.org/wiki/Finnmarksvidda "Finnmarksvidda") and some interior valleys of [Troms](https://en.wikipedia.org/wiki/Troms "Troms") county receive around 400 millimetres (16 inches) annually, and the high Arctic [Longyearbyen](https://en.wikipedia.org/wiki/Longyearbyen "Longyearbyen") 217 millimetres (8.5 inches).[\[100\]](https://en.wikipedia.org/wiki/Norway#cite_note-107) + +Parts of southeastern Norway including parts of [Mjøsa](https://en.wikipedia.org/wiki/Mj%C3%B8sa "Mjøsa") have a [humid continental climate](https://en.wikipedia.org/wiki/Humid_continental_climate "Humid continental climate") ([Köppen](https://en.wikipedia.org/wiki/K%C3%B6ppen_climate_classification "Köppen climate classification") Dfb), the southern and western coasts and also the coast north to Bodø have an [oceanic climate](https://en.wikipedia.org/wiki/Oceanic_climate "Oceanic climate") (Cfb), and the outer coast further north almost to North Cape has a subpolar oceanic climate (Cfc). Further inland in the south and at higher altitudes, and also in much of Northern Norway, the [subarctic climate](https://en.wikipedia.org/wiki/Subarctic_climate "Subarctic climate") (Dfc) dominates. A small strip of land along the coast east of North Cape (including Vardø) earlier had [tundra/alpine/polar climate](https://en.wikipedia.org/wiki/Polar_climate "Polar climate") (ET), but this is mostly gone with the updated 1991–2020 climate normals, making this also subarctic. Large parts of Norway are covered by mountains and high altitude plateaus, and about one third of the land is above the treeline and thus exhibit [tundra/alpine/polar climate](https://en.wikipedia.org/wiki/Tundra_climate "Tundra climate") (ET).[\[97\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwegian-Meteorological-Institute-104)[\[101\]](https://en.wikipedia.org/wiki/Norway#cite_note-108)[\[102\]](https://en.wikipedia.org/wiki/Norway#cite_note-109)[\[98\]](https://en.wikipedia.org/wiki/Norway#cite_note-Book-Climate-105)[\[103\]](https://en.wikipedia.org/wiki/Norway#cite_note-110) + +### Biodiversity + +[![Image 217](https://upload.wikimedia.org/wikipedia/commons/thumb/c/c4/Elk-telemark_%28cropped%29.jpg/220px-Elk-telemark_%28cropped%29.jpg)](https://en.wikipedia.org/wiki/File:Elk-telemark_(cropped).jpg) + +A Norwegian [moose](https://en.wikipedia.org/wiki/Moose "Moose"), called _elg_ in Norwegian. + +Norway has a larger number of different [habitats](https://en.wikipedia.org/wiki/Habitat "Habitat") than almost any other European country. There are approximately 60,000 species in Norway and adjacent waters (excluding bacteria and viruses). The Norwegian Shelf large marine ecosystem is considered highly productive.[\[104\]](https://en.wikipedia.org/wiki/Norway#cite_note-111) The total number of species include 16,000 species of insects (probably 4,000 more species yet to be described), 20,000 species of [algae](https://en.wikipedia.org/wiki/Algae "Algae"), 1,800 species of [lichen](https://en.wikipedia.org/wiki/Lichen "Lichen"), 1,050 species of [mosses](https://en.wikipedia.org/wiki/Moss "Moss"), 2,800 species of [vascular plants](https://en.wikipedia.org/wiki/Vascular_plant "Vascular plant"), up to 7,000 species of [fungi](https://en.wikipedia.org/wiki/Fungus "Fungus"), 450 species of birds (250 species nesting in Norway), 90 species of mammals, 45 fresh-water species of fish, 150 salt-water species of fish, 1,000 species of fresh-water [invertebrates](https://en.wikipedia.org/wiki/Invertebrate "Invertebrate"), and 3,500 species of salt-water invertebrates.[\[105\]](https://en.wikipedia.org/wiki/Norway#cite_note-112) About 40,000 of these species have been described by science. The [red list](https://en.wikipedia.org/wiki/IUCN_Red_List "IUCN Red List") of 2010 encompasses 4,599 species.[\[106\]](https://en.wikipedia.org/wiki/Norway#cite_note-red-113) Norway contains five terrestrial ecoregions: [Sarmatic mixed forests](https://en.wikipedia.org/wiki/Sarmatic_mixed_forests "Sarmatic mixed forests"), [Scandinavian coastal conifer forests](https://en.wikipedia.org/wiki/Scandinavian_coastal_conifer_forests "Scandinavian coastal conifer forests"), [Scandinavian and Russian taiga](https://en.wikipedia.org/wiki/Scandinavian_and_Russian_taiga "Scandinavian and Russian taiga"), [Kola Peninsula tundra](https://en.wikipedia.org/wiki/Kola_Peninsula_tundra "Kola Peninsula tundra"), and [Scandinavian montane birch forest and grasslands](https://en.wikipedia.org/wiki/Scandinavian_montane_birch_forest_and_grasslands "Scandinavian montane birch forest and grasslands").[\[107\]](https://en.wikipedia.org/wiki/Norway#cite_note-DinersteinOlson2017-114) + +Seventeen species are listed mainly because they are endangered on a global scale, such as the [European beaver](https://en.wikipedia.org/wiki/Eurasian_beaver "Eurasian beaver"), even if the population in Norway is not seen as endangered. The number of threatened and near-threatened species equals to 3,682; it includes 418 fungi species, many of which are closely associated with the small remaining old-growth forests,[\[108\]](https://en.wikipedia.org/wiki/Norway#cite_note-115) 36 bird species, and 16 species of mammals. In 2010, 2,398 species were listed as endangered or vulnerable; of these 1,250 were listed as vulnerable (VU), 871 as endangered (EN), and 276 species as critically endangered (CR), among which were the [grey wolf](https://en.wikipedia.org/wiki/Grey_wolf "Grey wolf"), the [Arctic fox](https://en.wikipedia.org/wiki/Arctic_fox "Arctic fox"), and the [pool frog](https://en.wikipedia.org/wiki/Pool_frog "Pool frog").[\[106\]](https://en.wikipedia.org/wiki/Norway#cite_note-red-113) + +The largest predator in Norwegian waters is the [sperm whale](https://en.wikipedia.org/wiki/Sperm_whale "Sperm whale"), and the largest fish is the [basking shark](https://en.wikipedia.org/wiki/Basking_shark "Basking shark"). The largest predator on land is the [polar bear](https://en.wikipedia.org/wiki/Polar_bear "Polar bear"), while the [brown bear](https://en.wikipedia.org/wiki/Brown_bear "Brown bear") is the largest predator on the Norwegian mainland. The largest land animal on the mainland is the elk (American English: [moose](https://en.wikipedia.org/wiki/Moose "Moose")). + +### Environment + +Attractive and dramatic scenery and landscape are found throughout Norway.[\[109\]](https://en.wikipedia.org/wiki/Norway#cite_note-116) The west coast of southern Norway and the coast of northern Norway present some of the most visually impressive coastal sceneries in the world. [National Geographic](https://en.wikipedia.org/wiki/National_Geographic_Society "National Geographic Society") has listed the Norwegian fjords as the world's top tourist attraction.[\[110\]](https://en.wikipedia.org/wiki/Norway#cite_note-117) The country is also home to the natural phenomena of the Midnight sun (during summer), as well as the [Aurora borealis](https://en.wikipedia.org/wiki/Aurora "Aurora") known also as the Northern lights.[\[111\]](https://en.wikipedia.org/wiki/Norway#cite_note-118) + +The 2016 [Environmental Performance Index](https://en.wikipedia.org/wiki/Environmental_Performance_Index "Environmental Performance Index") from [Yale University](https://en.wikipedia.org/wiki/Yale_University "Yale University"), [Columbia University](https://en.wikipedia.org/wiki/Columbia_University "Columbia University") and the [World Economic Forum](https://en.wikipedia.org/wiki/World_Economic_Forum "World Economic Forum") put Norway in seventeenth place, immediately below Croatia and Switzerland.[\[112\]](https://en.wikipedia.org/wiki/Norway#cite_note-epi-119) The index is based on environmental risks to human health, habitat loss, and changes in CO2 emissions. The index notes over-exploitation of fisheries, but not [Norway's whaling](https://en.wikipedia.org/wiki/Whaling_in_Norway "Whaling in Norway") or [oil exports](https://en.wikipedia.org/wiki/Energy_in_Norway "Energy in Norway").[\[113\]](https://en.wikipedia.org/wiki/Norway#cite_note-indi-120) Norway had a 2019 [Forest Landscape Integrity Index](https://en.wikipedia.org/wiki/Forest_Landscape_Integrity_Index "Forest Landscape Integrity Index") mean score of 6.98/10, ranking it 60th globally out of 172 countries.[\[114\]](https://en.wikipedia.org/wiki/Norway#cite_note-FLII-Supplementary-121) + +Politics and government +----------------------- + +[![Image 218](https://upload.wikimedia.org/wikipedia/commons/thumb/9/9a/Spring_Royal_Palace_Slottet_Oslo_Norway_%282022.04.21%29.jpg/220px-Spring_Royal_Palace_Slottet_Oslo_Norway_%282022.04.21%29.jpg)](https://en.wikipedia.org/wiki/File:Spring_Royal_Palace_Slottet_Oslo_Norway_(2022.04.21).jpg) + +[The Royal Palace](https://en.wikipedia.org/wiki/Royal_Palace,_Oslo "Royal Palace, Oslo") in Oslo + +[![Image 219](https://upload.wikimedia.org/wikipedia/commons/thumb/9/99/Kong_Harald_og_Dronning_Sonja_-_Kino_2012.JPG/220px-Kong_Harald_og_Dronning_Sonja_-_Kino_2012.JPG)](https://en.wikipedia.org/wiki/File:Kong_Harald_og_Dronning_Sonja_-_Kino_2012.JPG) + +[King of Norway](https://en.wikipedia.org/wiki/Monarchy_of_Norway "Monarchy of Norway"), [Harald V](https://en.wikipedia.org/wiki/Harald_V_of_Norway "Harald V of Norway") and his consort, [Queen Sonja](https://en.wikipedia.org/wiki/Queen_Sonja_of_Norway "Queen Sonja of Norway") +(reigning since 17 January 1991) + +[![Image 220](https://upload.wikimedia.org/wikipedia/commons/thumb/9/9e/Nordic_prime_ministers%E2%80%99_meeting_in_Helsinki_1.11.2022_-_52469398971_%28cropped%29.jpg/150px-Nordic_prime_ministers%E2%80%99_meeting_in_Helsinki_1.11.2022_-_52469398971_%28cropped%29.jpg)](https://en.wikipedia.org/wiki/File:Nordic_prime_ministers%E2%80%99_meeting_in_Helsinki_1.11.2022_-_52469398971_(cropped).jpg) + +[Prime Minister of Norway](https://en.wikipedia.org/wiki/Prime_Minister_of_Norway "Prime Minister of Norway"), [Jonas Gahr Støre](https://en.wikipedia.org/wiki/Jonas_Gahr_St%C3%B8re "Jonas Gahr Støre") +(since 14 October 2021) + +[![Image 221](https://upload.wikimedia.org/wikipedia/commons/thumb/1/1d/Stortinget%2C_Oslo%2C_Norway.jpg/220px-Stortinget%2C_Oslo%2C_Norway.jpg)](https://en.wikipedia.org/wiki/File:Stortinget,_Oslo,_Norway.jpg) + +_[The Storting](https://en.wikipedia.org/wiki/Storting_building "Storting building")_ is the [Parliament of Norway](https://en.wikipedia.org/wiki/Parliament_of_Norway "Parliament of Norway"). + +Norway is considered to be one of the most developed democracies and [states of justice](https://en.wikipedia.org/wiki/Rechtsstaat "Rechtsstaat") in the world. Since 2010, Norway has been classified as the world's most democratic country by the [Democracy Index](https://en.wikipedia.org/wiki/Democracy_Index "Democracy Index").[\[115\]](https://en.wikipedia.org/wiki/Norway#cite_note-122)[\[116\]](https://en.wikipedia.org/wiki/Norway#cite_note-123)[\[117\]](https://en.wikipedia.org/wiki/Norway#cite_note-124) + +According to the [Constitution of Norway](https://en.wikipedia.org/wiki/Constitution_of_Norway "Constitution of Norway"), which was adopted on 17 May 1814[\[118\]](https://en.wikipedia.org/wiki/Norway#cite_note-Constitution-125) and was inspired by the [United States Declaration of Independence](https://en.wikipedia.org/wiki/United_States_Declaration_of_Independence "United States Declaration of Independence") and [French Revolution](https://en.wikipedia.org/wiki/French_Revolution "French Revolution"), Norway is a unitary [constitutional monarchy](https://en.wikipedia.org/wiki/Constitutional_monarchy "Constitutional monarchy") with a [parliamentary system](https://en.wikipedia.org/wiki/Parliamentary_system "Parliamentary system") of government, wherein the [King of Norway](https://en.wikipedia.org/wiki/Monarchy_of_Norway "Monarchy of Norway") is the [head of state](https://en.wikipedia.org/wiki/Head_of_state "Head of state") and the [prime minister](https://en.wikipedia.org/wiki/Prime_Minister_of_Norway "Prime Minister of Norway") is the [head of government](https://en.wikipedia.org/wiki/Head_of_government "Head of government"). Power is separated among the legislative, executive, and judicial branches of government, as defined by the Constitution, which serves as the country's supreme legal document. + +The [monarch](https://en.wikipedia.org/wiki/Norwegian_Royal_Family "Norwegian Royal Family") officially retains executive power. But following the introduction of a parliamentary system of government, the duties of the monarch became strictly representative and ceremonial.[\[119\]](https://en.wikipedia.org/wiki/Norway#cite_note-126) The Monarch is [commander-in-chief](https://en.wikipedia.org/wiki/Commander-in-chief "Commander-in-chief") of the [Norwegian Armed Forces](https://en.wikipedia.org/wiki/Norwegian_Armed_Forces "Norwegian Armed Forces"), and serves as chief diplomatic official abroad and as a symbol of unity. [Harald V](https://en.wikipedia.org/wiki/Harald_V_of_Norway "Harald V of Norway") of the [House of Schleswig-Holstein-Sonderburg-Glücksburg](https://en.wikipedia.org/wiki/House_of_Gl%C3%BCcksburg "House of Glücksburg") ascended to the Norwegian throne in 1991, the first since the 14th century who has been born in the country.[\[120\]](https://en.wikipedia.org/wiki/Norway#cite_note-norway.org-127) [Haakon, Crown Prince of Norway](https://en.wikipedia.org/wiki/Haakon,_Crown_Prince_of_Norway "Haakon, Crown Prince of Norway"), is the heir to the throne. + +In practice, the Prime Minister exercises the executive powers. Constitutionally, legislative power is vested with both the government and the Parliament of Norway, but the latter is the supreme legislature and a [unicameral](https://en.wikipedia.org/wiki/Unicameralism "Unicameralism") body.[\[121\]](https://en.wikipedia.org/wiki/Norway#cite_note-128) Norway is fundamentally structured as a [representative democracy](https://en.wikipedia.org/wiki/Representative_democracy "Representative democracy"). The Parliament can pass a law by simple majority of the 169 representatives, of which 150 are elected directly from 19 constituencies, and an additional 19 seats ("levelling seats") are allocated on a nationwide basis to make the representation in parliament correspond better with the popular vote for the political parties. A 4% election threshold is required for a party to gain levelling seats in Parliament.[\[122\]](https://en.wikipedia.org/wiki/Norway#cite_note-Election_threshold-129) + +The Parliament of Norway, called the _[Storting](https://en.wikipedia.org/wiki/Parliament_of_Norway "Parliament of Norway")_, ratifies national [treaties](https://en.wikipedia.org/wiki/Treaty "Treaty") developed by the executive branch. It can [impeach](https://en.wikipedia.org/wiki/Impeachment "Impeachment") members of the government if their acts are declared unconstitutional. If an indicted suspect is impeached, Parliament has the power to remove the person from office. + +The position of [prime minister](https://en.wikipedia.org/wiki/Prime_Minister_of_Norway "Prime Minister of Norway") is allocated to the member of Parliament who can obtain the confidence of a majority in Parliament, usually the current leader of the largest political party or, more effectively, through a coalition of parties; Norway has often been ruled by minority governments. The prime minister nominates the cabinet, traditionally drawn from members of the same political party or parties in the Storting, making up the government. The PM organises the executive government and exercises its power as vested by the Constitution.[\[123\]](https://en.wikipedia.org/wiki/Norway#cite_note-130) + +Norway has a state church, the Lutheran [Church of Norway](https://en.wikipedia.org/wiki/Church_of_Norway "Church of Norway"), which has gradually been granted more internal autonomy in day-to-day affairs, but which still has a special constitutional status. Formerly, the PM had to have more than half the members of cabinet be members of the Church of Norway; this rule was removed in 2012. The issue of [separation of church and state](https://en.wikipedia.org/wiki/Separation_of_church_and_state "Separation of church and state") in Norway has been increasingly controversial. A part of this is the evolution of the public school subject Christianity, a required subject since 1739. Even the state's loss in a battle at the [European Court of Human Rights](https://en.wikipedia.org/wiki/European_Court_of_Human_Rights "European Court of Human Rights") at [Strasbourg](https://en.wikipedia.org/wiki/Strasbourg "Strasbourg")[\[124\]](https://en.wikipedia.org/wiki/Norway#cite_note-131) in 2007 did not settle the matter. As of 1 January 2017, the Church of Norway is a separate legal entity, and no longer a branch of the civil service.[\[125\]](https://en.wikipedia.org/wiki/Norway#cite_note-132) Through the [Council of State](https://en.wikipedia.org/wiki/Norwegian_Council_of_State "Norwegian Council of State"), a [privy council](https://en.wikipedia.org/wiki/Privy_council "Privy council") presided over by the monarch, the prime minister and the cabinet meet at the [Royal Palace](https://en.wikipedia.org/wiki/Royal_Palace,_Oslo "Royal Palace, Oslo") and formally consult the Monarch. All government bills need formal approval by the monarch before and after introduction to Parliament. The Council approves all of the monarch's actions as head of state.[\[120\]](https://en.wikipedia.org/wiki/Norway#cite_note-norway.org-127) + +Members of the Storting are directly elected from [party-list proportional representation](https://en.wikipedia.org/wiki/Party-list_proportional_representation "Party-list proportional representation") in nineteen [plural-member](https://en.wikipedia.org/wiki/Plurality_voting_system "Plurality voting system") constituencies in a national [multi-party system](https://en.wikipedia.org/wiki/Multi-party_system "Multi-party system").[\[126\]](https://en.wikipedia.org/wiki/Norway#cite_note-133) Historically, both the [Norwegian Labour Party](https://en.wikipedia.org/wiki/Norwegian_Labour_Party "Norwegian Labour Party") and [Conservative Party](https://en.wikipedia.org/wiki/Conservative_Party_(Norway) "Conservative Party (Norway)") have played leading political roles. In the early 21st century, the Labour Party has been in power since the [2005 election](https://en.wikipedia.org/wiki/2005_Norwegian_parliamentary_election "2005 Norwegian parliamentary election"), in a [Red–Green Coalition](https://en.wikipedia.org/w/index.php?title=Red%E2%80%93Green_Coalition&action=edit&redlink=1 "Red–Green Coalition (page does not exist)") with the [Socialist Left Party](https://en.wikipedia.org/wiki/Socialist_Left_Party_(Norway) "Socialist Left Party (Norway)") and the [Centre Party](https://en.wikipedia.org/wiki/Centre_Party_(Norway) "Centre Party (Norway)").[\[127\]](https://en.wikipedia.org/wiki/Norway#cite_note-134) Since 2005, both the Conservative Party and the [Progress Party](https://en.wikipedia.org/wiki/Progress_Party_(Norway) "Progress Party (Norway)") have won numerous seats in the Parliament.[\[128\]](https://en.wikipedia.org/wiki/Norway#cite_note-135) + +In national elections in September 2013, two political parties, [Høyre](https://en.wikipedia.org/wiki/H%C3%B8yre "Høyre") and [Fremskrittspartiet](https://en.wikipedia.org/wiki/Progress_Party_(Norway) "Progress Party (Norway)"), were elected on promises of tax cuts, more spending on infrastructure and education, better services and stricter rules on immigration, formed a government. [Erna Solberg](https://en.wikipedia.org/wiki/Erna_Solberg "Erna Solberg") became prime minister, the second female prime minister after [Gro Harlem Brundtland](https://en.wikipedia.org/wiki/Gro_Harlem_Brundtland "Gro Harlem Brundtland") and the first conservative prime minister since [Jan P. Syse](https://en.wikipedia.org/wiki/Jan_P._Syse "Jan P. Syse"). Solberg said her win was "a historic election victory for the right-wing parties".[\[129\]](https://en.wikipedia.org/wiki/Norway#cite_note-136) Her centre-right government won re-election in the [2017 Norwegian parliamentary election](https://en.wikipedia.org/wiki/2017_Norwegian_parliamentary_election "2017 Norwegian parliamentary election").[\[82\]](https://en.wikipedia.org/wiki/Norway#cite_note-reuters.com-89) Norway's new centre-left cabinet under Prime Minister [Jonas Gahr Støre](https://en.wikipedia.org/wiki/Jonas_Gahr_St%C3%B8re "Jonas Gahr Støre"), the leader the Labour Party, took office on 14 October 2021.[\[130\]](https://en.wikipedia.org/wiki/Norway#cite_note-137) + +### Administrative divisions + +[![Image 222](https://upload.wikimedia.org/wikipedia/commons/thumb/a/a3/Fylkesinndeling2024_original.webp/200px-Fylkesinndeling2024_original.webp.png)](https://en.wikipedia.org/wiki/File:Fylkesinndeling2024_original.webp) + +A municipal and regional reform: "From 14 June 2022, the Storting decided the following division of counties." + +Norway, a [unitary state](https://en.wikipedia.org/wiki/Unitary_state "Unitary state"), is divided into fifteen first-level administrative [counties](https://en.wikipedia.org/wiki/County "County") (_fylke_).[\[131\]](https://en.wikipedia.org/wiki/Norway#cite_note-138) The counties are administered through directly elected [county councils](https://en.wikipedia.org/wiki/County_municipality_(Norway) "County municipality (Norway)") who elect the [County Mayor](https://en.wikipedia.org/wiki/County_mayor "County mayor"). Additionally, the [King](https://en.wikipedia.org/wiki/Norwegian_Royal_Family "Norwegian Royal Family") and government are represented in every county by a [County Governor](https://en.wikipedia.org/wiki/County_governor_(Norway) "County governor (Norway)") ([Norwegian](https://en.wikipedia.org/wiki/Norwegian_language "Norwegian language"): _statsforvalteren_).[\[132\]](https://en.wikipedia.org/wiki/Norway#cite_note-139) The counties are then sub-divided into 357 second-level municipalities ([Norwegian](https://en.wikipedia.org/wiki/Norwegian_language "Norwegian language"): _kommuner_), which in turn are administered by directly elected [municipal council](https://en.wikipedia.org/wiki/Municipal_council_(Norway) "Municipal council (Norway)"), headed by a mayor and a small executive cabinet. The capital of [Oslo](https://en.wikipedia.org/wiki/Oslo "Oslo") is considered both a county and a municipality. Norway has two integral overseas territories out of mainland: [Jan Mayen](https://en.wikipedia.org/wiki/Jan_Mayen "Jan Mayen") and [Svalbard](https://en.wikipedia.org/wiki/Svalbard "Svalbard"), the only developed island in the archipelago of the same name, located far to the north of the Norwegian mainland.[\[133\]](https://en.wikipedia.org/wiki/Norway#cite_note-140) + +There are 108 settlements that have [town/city](https://en.wikipedia.org/wiki/List_of_towns_and_cities_in_Norway "List of towns and cities in Norway") status in Norway (the Norwegian word _by_ is used to represent these places and that word can be translated as either town or city in English). Cities/towns in Norway were historically designated by the King and used to have special rules and privileges under the law. This was changed in the late 20th century, so now towns/cities have no special rights and a municipality can designate an urban settlement as a city/town. Towns and cities in Norway do not have to be large. Some cities have over a million residents such as Oslo, while others are much smaller such as [Honningsvåg](https://en.wikipedia.org/wiki/Honningsv%C3%A5g "Honningsvåg") with about 2,200 residents. Usually, there is only one town within a municipality, but there are some municipalities that have more than one town within it (such as [Larvik Municipality](https://en.wikipedia.org/wiki/Larvik_Municipality "Larvik Municipality") which has the [town of Larvik](https://en.wikipedia.org/wiki/Larvik_(town) "Larvik (town)") and the town of [Stavern](https://en.wikipedia.org/wiki/Stavern "Stavern").[\[134\]](https://en.wikipedia.org/wiki/Norway#cite_note-byer-norge-141) + +#### Dependencies of Norway + +There are three [Antarctic](https://en.wikipedia.org/wiki/Antarctica "Antarctica") and [Subantarctic](https://en.wikipedia.org/wiki/Subantarctic "Subantarctic") [dependencies](https://en.wikipedia.org/wiki/Dependent_territory "Dependent territory"): [Bouvet Island](https://en.wikipedia.org/wiki/Bouvet_Island "Bouvet Island"), [Peter I Island](https://en.wikipedia.org/wiki/Peter_I_Island "Peter I Island"), and [Queen Maud Land](https://en.wikipedia.org/wiki/Queen_Maud_Land "Queen Maud Land"). On most maps, there was an unclaimed area between Queen Maud Land and the [South Pole](https://en.wikipedia.org/wiki/South_Pole "South Pole") until 12 June 2015 when Norway formally annexed that area.[\[135\]](https://en.wikipedia.org/wiki/Norway#cite_note-142) + +[![Image 223](https://upload.wikimedia.org/wikipedia/commons/thumb/e/ef/Norway_%28%2Boverseas%29%2C_administrative_divisions_-_english.svg/550px-Norway_%28%2Boverseas%29%2C_administrative_divisions_-_english.svg.png)](https://en.wikipedia.org/wiki/File:Norway_(%2Boverseas),_administrative_divisions_-_english.svg) + +Norway and its overseas administrative divisions + +### Largest populated areas + +| +* [v](https://en.wikipedia.org/wiki/Template:Largest_cities_of_Norway "Template:Largest cities of Norway") +* [t](https://en.wikipedia.org/wiki/Template_talk:Largest_cities_of_Norway "Template talk:Largest cities of Norway") +* [e](https://en.wikipedia.org/wiki/Special:EditPage/Template:Largest_cities_of_Norway "Special:EditPage/Template:Largest cities of Norway") + +Largest cities or towns in Norway + +According to [Statistics Dec. 2018](https://www.ssb.no/en/befolkning/statistikker/beftett/aar) + + + + + +| +| --- | +| | [Rank](https://en.wikipedia.org/wiki/List_of_towns_and_cities_in_Norway "List of towns and cities in Norway") | [Name](https://en.wikipedia.org/wiki/List_of_towns_and_cities_in_Norway "List of towns and cities in Norway") | [County](https://en.wikipedia.org/wiki/Counties_of_Norway "Counties of Norway") | [Pop.](https://en.wikipedia.org/wiki/List_of_towns_and_cities_in_Norway "List of towns and cities in Norway") | [Rank](https://en.wikipedia.org/wiki/List_of_towns_and_cities_in_Norway "List of towns and cities in Norway") | [Name](https://en.wikipedia.org/wiki/List_of_towns_and_cities_in_Norway "List of towns and cities in Norway") | [County](https://en.wikipedia.org/wiki/Counties_of_Norway "Counties of Norway") | [Pop.](https://en.wikipedia.org/wiki/List_of_towns_and_cities_in_Norway "List of towns and cities in Norway") | | +| [![Image 224: Oslo](https://upload.wikimedia.org/wikipedia/commons/thumb/d/d7/Oslo_from_Ekeberg_2015-04_--7.JPG/120px-Oslo_from_Ekeberg_2015-04_--7.JPG)](https://en.wikipedia.org/wiki/File:Oslo_from_Ekeberg_2015-04_--7.JPG "Oslo") +[Oslo](https://en.wikipedia.org/wiki/Oslo "Oslo") +[![Image 225: Bergen](https://upload.wikimedia.org/wikipedia/commons/thumb/c/c7/08-08-01_Fl%C3%B8yen_utsikt.jpg/120px-08-08-01_Fl%C3%B8yen_utsikt.jpg)](https://en.wikipedia.org/wiki/File:08-08-01_Fl%C3%B8yen_utsikt.jpg "Bergen") +[Bergen](https://en.wikipedia.org/wiki/Bergen "Bergen") | 1 | [Oslo](https://en.wikipedia.org/wiki/Oslo "Oslo") | [Oslo](https://en.wikipedia.org/wiki/Oslo "Oslo") | 1,000,467 | 11 | [Moss](https://en.wikipedia.org/wiki/Moss,_Norway "Moss, Norway") | [Østfold](https://en.wikipedia.org/wiki/%C3%98stfold "Østfold") | 46,618 | [![Image 226: Stavanger/Sandnes](https://upload.wikimedia.org/wikipedia/commons/thumb/9/97/Stavanger_sett_fra_fly.jpg/120px-Stavanger_sett_fra_fly.jpg)](https://en.wikipedia.org/wiki/File:Stavanger_sett_fra_fly.jpg "Stavanger/Sandnes") +[Stavanger/Sandnes](https://en.wikipedia.org/wiki/Stavanger/Sandnes "Stavanger/Sandnes") +[![Image 227: Trondheim](https://upload.wikimedia.org/wikipedia/commons/thumb/e/e0/Overview_of_Trondheim_2008_03.jpg/120px-Overview_of_Trondheim_2008_03.jpg)](https://en.wikipedia.org/wiki/File:Overview_of_Trondheim_2008_03.jpg "Trondheim") +[Trondheim](https://en.wikipedia.org/wiki/Trondheim "Trondheim") | +| 2 | [Bergen](https://en.wikipedia.org/wiki/Bergen "Bergen") | [Vestland](https://en.wikipedia.org/wiki/Vestland "Vestland") | 255,464 | 12 | [Haugesund](https://en.wikipedia.org/wiki/Haugesund "Haugesund") | [Rogaland](https://en.wikipedia.org/wiki/Rogaland "Rogaland") | 44,830 | +| 3 | [Stavanger/Sandnes](https://en.wikipedia.org/wiki/Stavanger/Sandnes "Stavanger/Sandnes") | [Rogaland](https://en.wikipedia.org/wiki/Rogaland "Rogaland") | 222,697 | 13 | [Sandefjord](https://en.wikipedia.org/wiki/Sandefjord "Sandefjord") | [Vestfold](https://en.wikipedia.org/wiki/Vestfold "Vestfold") | 43,595 | +| 4 | [Trondheim](https://en.wikipedia.org/wiki/Trondheim "Trondheim") | [Trøndelag](https://en.wikipedia.org/wiki/Tr%C3%B8ndelag "Trøndelag") | 183,378 | 14 | [Arendal](https://en.wikipedia.org/wiki/Arendal_(town) "Arendal (town)") | [Agder](https://en.wikipedia.org/wiki/Agder "Agder") | 43,084 | +| 5 | [Drammen](https://en.wikipedia.org/wiki/Drammen "Drammen") | [Buskerud](https://en.wikipedia.org/wiki/Buskerud "Buskerud") | 117,510 | 15 | [Bodø](https://en.wikipedia.org/wiki/Bod%C3%B8_(town) "Bodø (town)") | [Nordland](https://en.wikipedia.org/wiki/Nordland "Nordland") | 40,705 | +| 6 | [Fredrikstad/Sarpsborg](https://en.wikipedia.org/wiki/Fredrikstad/Sarpsborg "Fredrikstad/Sarpsborg") | [Østfold](https://en.wikipedia.org/wiki/%C3%98stfold "Østfold") | 111,267 | 16 | [Tromsø](https://en.wikipedia.org/wiki/Troms%C3%B8_(city) "Tromsø (city)") | [Troms](https://en.wikipedia.org/wiki/Troms "Troms") | 38,980 | +| 7 | [Porsgrunn/Skien](https://en.wikipedia.org/wiki/Porsgrunn/Skien "Porsgrunn/Skien") | [Telemark](https://en.wikipedia.org/wiki/Telemark "Telemark") | 92,753 | 17 | [Hamar](https://en.wikipedia.org/wiki/Hamar "Hamar") | [Innlandet](https://en.wikipedia.org/wiki/Innlandet "Innlandet") | 27,324 | +| 8 | [Kristiansand](https://en.wikipedia.org/wiki/Kristiansand "Kristiansand") | [Agder](https://en.wikipedia.org/wiki/Agder "Agder") | 61,536 | 18 | [Halden](https://en.wikipedia.org/wiki/Halden "Halden") | [Østfold](https://en.wikipedia.org/wiki/%C3%98stfold "Østfold") | 25,300 | +| 9 | [Ålesund](https://en.wikipedia.org/wiki/%C3%85lesund_(town) "Ålesund (town)") | [Møre og Romsdal](https://en.wikipedia.org/wiki/M%C3%B8re_og_Romsdal "Møre og Romsdal") | 52,163 | 19 | [Larvik](https://en.wikipedia.org/wiki/Larvik_(town) "Larvik (town)") | [Vestfold](https://en.wikipedia.org/wiki/Vestfold "Vestfold") | 24,208 | +| 10 | [Tønsberg](https://en.wikipedia.org/wiki/T%C3%B8nsberg_(town) "Tønsberg (town)") | [Vestfold](https://en.wikipedia.org/wiki/Vestfold "Vestfold") | 51,571 | 20 | [Askøy](https://en.wikipedia.org/wiki/Ask%C3%B8y "Askøy") | [Vestland](https://en.wikipedia.org/wiki/Vestland "Vestland") | 23,194 | + +### Judicial system and law enforcement + +Norway uses a [civil law system](https://en.wikipedia.org/wiki/Civil_law_(legal_system) "Civil law (legal system)") where laws are created and amended in Parliament and the system regulated through the [Courts of justice of Norway](https://en.wikipedia.org/wiki/Courts_of_justice_of_Norway "Courts of justice of Norway"). It consists of the [Supreme Court](https://en.wikipedia.org/wiki/Supreme_Court_of_Norway "Supreme Court of Norway") of 20 permanent judges and a [Chief Justice](https://en.wikipedia.org/wiki/Chief_Justice_of_the_Supreme_Court_of_Norway "Chief Justice of the Supreme Court of Norway"), [appellate courts](https://en.wikipedia.org/wiki/Appellate_court "Appellate court"), city and [district courts](https://en.wikipedia.org/wiki/Courts_of_justice_of_Norway#District_courts "Courts of justice of Norway"), and [conciliation councils](https://en.wikipedia.org/w/index.php?title=Conciliation_councils&action=edit&redlink=1 "Conciliation councils (page does not exist)").[\[136\]](https://en.wikipedia.org/wiki/Norway#cite_note-norway-143) The judiciary is independent of executive and legislative branches. While the Prime Minister nominates Supreme Court Justices for office, their nomination must be approved by Parliament and formally confirmed by the Monarch. Usually, judges attached to regular courts are formally appointed by the Monarch on the advice of the Prime Minister. + +The Courts' formal mission is to regulate the Norwegian judicial system, interpret the Constitution, and implement the legislation adopted by Parliament. In its judicial reviews, it monitors the legislative and executive branches to ensure that they comply with provisions of enacted legislation.[\[136\]](https://en.wikipedia.org/wiki/Norway#cite_note-norway-143) + +The [law is enforced in Norway](https://en.wikipedia.org/wiki/Law_enforcement_in_Norway "Law enforcement in Norway") by the [Norwegian Police Service](https://en.wikipedia.org/wiki/Norwegian_Police_Service "Norwegian Police Service"). It is a Unified National Police Service made up of 27 Police Districts and several specialist agencies, such as [Norwegian National Authority for the Investigation and Prosecution of Economic and Environmental Crime](https://en.wikipedia.org/wiki/Norwegian_National_Authority_for_the_Investigation_and_Prosecution_of_Economic_and_Environmental_Crime "Norwegian National Authority for the Investigation and Prosecution of Economic and Environmental Crime"), known as _Økokrim_; and the [National Criminal Investigation Service](https://en.wikipedia.org/wiki/National_Criminal_Investigation_Service_(Norway) "National Criminal Investigation Service (Norway)"), known as _Kripos_, each headed by a chief of police. The Police Service is headed by the [National Police Directorate](https://en.wikipedia.org/wiki/National_Police_Directorate "National Police Directorate"), which reports to the Ministry of Justice and the Police. The Police Directorate is headed by a National Police Commissioner. The only exception is the [Norwegian Police Security Agency](https://en.wikipedia.org/wiki/Norwegian_Police_Security_Service "Norwegian Police Security Service"), whose head answers directly to the Ministry of Justice and the Police. + +Norway abolished the death penalty for regular criminal acts in 1902 and for high treason in war and war-crimes in 1979. Norwegian prisons are humane, rather than tough, with emphasis on rehabilitation. At 20%, Norway's re-conviction rate is among the lowest in the world.[\[137\]](https://en.wikipedia.org/wiki/Norway#cite_note-144) + +[Reporters Without Borders](https://en.wikipedia.org/wiki/Reporters_Without_Borders "Reporters Without Borders"), in its 2023 [World Press Freedom Index](https://en.wikipedia.org/wiki/World_Press_Freedom_Index "World Press Freedom Index"), ranked Norway in first place out of 180 countries.[\[138\]](https://en.wikipedia.org/wiki/Norway#cite_note-145) In general, the legal and institutional framework in Norway is characterised by a high degree of transparency, accountability and integrity, and the perception and the occurrence of corruption are very low.[\[139\]](https://en.wikipedia.org/wiki/Norway#cite_note-146) + +### Human rights + +Norway has been considered a progressive country, which has adopted legislation and policies to support women's rights, minority rights, and [LGBT rights](https://en.wikipedia.org/wiki/LGBT_rights_in_Norway "LGBT rights in Norway"). As early as 1884, 171 of the leading figures, among them five Prime Ministers, co-founded the [Norwegian Association for Women's Rights](https://en.wikipedia.org/wiki/Norwegian_Association_for_Women%27s_Rights "Norwegian Association for Women's Rights").[\[140\]](https://en.wikipedia.org/wiki/Norway#cite_note-147) They successfully campaigned for women's [right to education](https://en.wikipedia.org/wiki/Right_to_education "Right to education"), [women's suffrage](https://en.wikipedia.org/wiki/Women%27s_suffrage "Women's suffrage"), the [right to work](https://en.wikipedia.org/wiki/Right_to_work "Right to work"), and other gender equality policies. From the 1970s, gender equality also came high on the state agenda, with the establishment of a public body to promote gender equality, which evolved into the [Gender Equality and Anti-Discrimination Ombud](https://en.wikipedia.org/wiki/Gender_Equality_and_Anti-Discrimination_Ombud "Gender Equality and Anti-Discrimination Ombud"). Civil society organisations also continue to play an important role; women's rights organisations are today organised in the [Norwegian Women's Lobby](https://en.wikipedia.org/wiki/Norwegian_Women%27s_Lobby "Norwegian Women's Lobby") umbrella organisation. + +In 1990, the Norwegian constitution was amended to grant [absolute primogeniture](https://en.wikipedia.org/wiki/Absolute_primogeniture "Absolute primogeniture") to the Norwegian throne, meaning that the eldest child, regardless of gender, takes precedence in the line of succession. As it was not retroactive, the current successor to the throne is the eldest son of the King, rather than his eldest child.[\[141\]](https://en.wikipedia.org/wiki/Norway#cite_note-148) + +[![Image 228](https://upload.wikimedia.org/wikipedia/commons/thumb/a/ab/Women%27s_Day_2020_IMG_1418_%2849636190341%29.jpg/220px-Women%27s_Day_2020_IMG_1418_%2849636190341%29.jpg)](https://en.wikipedia.org/wiki/File:Women%27s_Day_2020_IMG_1418_(49636190341).jpg) + +[International Women's Day](https://en.wikipedia.org/wiki/International_Women%27s_Day "International Women's Day") march in Oslo + +The Sámi people have for centuries been the subject of discrimination and abuse by the dominant cultures in Scandinavia and Russia, those countries claiming possession of Sámi lands.[\[142\]](https://en.wikipedia.org/wiki/Norway#cite_note-149) Norway has been greatly criticised by the international community for the politics of [Norwegianization](https://en.wikipedia.org/wiki/Norwegianization "Norwegianization") of and discrimination against the indigenous population of the country.[\[143\]](https://en.wikipedia.org/wiki/Norway#cite_note-150) Nevertheless, Norway was, in 1990, the first country to recognise [ILO-convention 169](https://en.wikipedia.org/wiki/Indigenous_and_Tribal_Peoples_Convention,_1989 "Indigenous and Tribal Peoples Convention, 1989") on [indigenous people](https://en.wikipedia.org/wiki/Indigenous_people "Indigenous people") recommended by the UN. + +Norway was the first country in the world to enact an anti-discrimination law protecting the rights of gay men and lesbians. In 1993, Norway became the second country to legalise [civil union](https://en.wikipedia.org/wiki/Civil_union "Civil union") partnerships for same-sex couples, and on 1 January 2009, [Norway became the sixth country](https://en.wikipedia.org/wiki/Same-sex_marriage_in_Norway "Same-sex marriage in Norway") to legalise [same-sex marriage](https://en.wikipedia.org/wiki/Same-sex_marriage "Same-sex marriage").[\[144\]](https://en.wikipedia.org/wiki/Norway#cite_note-151) As a promoter of human rights, Norway has held the annual [Oslo Freedom Forum](https://en.wikipedia.org/wiki/Oslo_Freedom_Forum "Oslo Freedom Forum") conference, a gathering described by _[The Economist](https://en.wikipedia.org/wiki/The_Economist "The Economist")_ as "on its way to becoming a human-rights equivalent of the Davos economic forum".[\[145\]](https://en.wikipedia.org/wiki/Norway#cite_note-152) + +### Foreign relations + +[![Image 229](https://upload.wikimedia.org/wikipedia/commons/thumb/6/61/KNM_Fridtjof_Nansen-2006-06-01-side.jpg/220px-KNM_Fridtjof_Nansen-2006-06-01-side.jpg)](https://en.wikipedia.org/wiki/File:KNM_Fridtjof_Nansen-2006-06-01-side.jpg) + +[Royal Norwegian Navy](https://en.wikipedia.org/wiki/Royal_Norwegian_Navy "Royal Norwegian Navy") [_Fridtjof Nansen_ class frigate](https://en.wikipedia.org/wiki/Fridtjof_Nansen-class_frigate "Fridtjof Nansen-class frigate") + +Norway maintains embassies in 82 countries.[\[146\]](https://en.wikipedia.org/wiki/Norway#cite_note-153) 60 countries maintain an embassy in Norway, all of them in the capital, Oslo. + +Norway is a founding member of the [United Nations](https://en.wikipedia.org/wiki/United_Nations "United Nations") (UN), the [North Atlantic Treaty Organization](https://en.wikipedia.org/wiki/NATO "NATO") (NATO), the [Council of Europe](https://en.wikipedia.org/wiki/Council_of_Europe "Council of Europe") and the [European Free Trade Association](https://en.wikipedia.org/wiki/European_Free_Trade_Association "European Free Trade Association") (EFTA). Norway issued applications for accession to the European Union (EU) and its predecessors in 1962, 1967 and 1992, respectively. While Denmark, Sweden and Finland obtained membership, the Norwegian electorate rejected the treaties of accession in referendums in [1972](https://en.wikipedia.org/wiki/1972_Norwegian_European_Communities_membership_referendum "1972 Norwegian European Communities membership referendum") and [1994](https://en.wikipedia.org/wiki/1994_Norwegian_European_Union_membership_referendum "1994 Norwegian European Union membership referendum"). + +After the 1994 referendum, Norway maintained its membership in the [European Economic Area](https://en.wikipedia.org/wiki/European_Economic_Area "European Economic Area") (EEA), granting the country access to the [internal market](https://en.wikipedia.org/wiki/Single_market_of_the_European_Union "Single market of the European Union") of the Union, on the condition that Norway implements the Union's pieces of legislation which are deemed relevant.[\[147\]](https://en.wikipedia.org/wiki/Norway#cite_note-154) Successive Norwegian governments have, since 1994, requested participation in parts of the EU's co-operation that go beyond the provisions of the EEA agreement. Non-voting participation by Norway has been granted in, for instance, the Union's [Common Security and Defence Policy](https://en.wikipedia.org/wiki/Common_Security_and_Defence_Policy "Common Security and Defence Policy"), the [Schengen Agreement](https://en.wikipedia.org/wiki/Schengen_Agreement "Schengen Agreement"), and the [European Defence Agency](https://en.wikipedia.org/wiki/European_Defence_Agency "European Defence Agency"), as well as 19 separate programmes.[\[148\]](https://en.wikipedia.org/wiki/Norway#cite_note-155) + +Norway participated in the 1990s brokering of the [Oslo Accords](https://en.wikipedia.org/wiki/Oslo_Accords "Oslo Accords"), an unsuccessful attempt to resolve the [Israeli–Palestinian conflict](https://en.wikipedia.org/wiki/Israeli%E2%80%93Palestinian_conflict "Israeli–Palestinian conflict"). + +### Military + +[![Image 230](https://upload.wikimedia.org/wikipedia/commons/thumb/6/67/First_Norwegian_F-35.png/220px-First_Norwegian_F-35.png)](https://en.wikipedia.org/wiki/File:First_Norwegian_F-35.png) + +The first Norwegian [F-35 Lightning II](https://en.wikipedia.org/wiki/F-35_Lightning_II "F-35 Lightning II") lands at Luke Air Force Base. + +The Norwegian Armed Forces numbers about 25,000 personnel, including civilian employees. According to 2009 mobilisation plans, full mobilisation produces approximately 83,000 combatant personnel. Norway has [conscription](https://en.wikipedia.org/wiki/Conscription "Conscription") (including 6–12 months of training);[\[149\]](https://en.wikipedia.org/wiki/Norway#cite_note-NDFnumbers-156) in 2013, the country became the first in Europe and NATO to draft women as well as men. However, due to less need for conscripts after the [Cold War](https://en.wikipedia.org/wiki/Cold_War "Cold War"), few people have to serve if they are not motivated.[\[150\]](https://en.wikipedia.org/wiki/Norway#cite_note-157) The Armed Forces are subordinate to the [Norwegian Ministry of Defence](https://en.wikipedia.org/wiki/Norwegian_Ministry_of_Defence "Norwegian Ministry of Defence"). The Commander-in-Chief is [King Harald V](https://en.wikipedia.org/wiki/Harald_V_of_Norway "Harald V of Norway"). The military of Norway is divided into the [Norwegian Army](https://en.wikipedia.org/wiki/Norwegian_Army "Norwegian Army"), the [Royal Norwegian Navy](https://en.wikipedia.org/wiki/Royal_Norwegian_Navy "Royal Norwegian Navy"), the [Royal Norwegian Air Force](https://en.wikipedia.org/wiki/Royal_Norwegian_Air_Force "Royal Norwegian Air Force"), the [Norwegian Cyber Defence Force](https://en.wikipedia.org/wiki/Norwegian_Cyber_Defence_Force "Norwegian Cyber Defence Force") and the [Home Guard](https://en.wikipedia.org/wiki/Home_Guard_(Norway) "Home Guard (Norway)"). + +The country was one of the founding nations of the [North Atlantic Treaty Organization](https://en.wikipedia.org/wiki/NATO "NATO") (NATO) on 4 April 1949. Norway contributed in the [International Security Assistance Force](https://en.wikipedia.org/wiki/International_Security_Assistance_Force "International Security Assistance Force") (ISAF) in [Afghanistan](https://en.wikipedia.org/wiki/War_in_Afghanistan_(2001%E2%80%93present) "War in Afghanistan (2001–present)").[\[151\]](https://en.wikipedia.org/wiki/Norway#cite_note-158) Additionally, Norway has contributed in several missions in contexts of the United Nations, NATO, and the [Common Security and Defence Policy](https://en.wikipedia.org/wiki/Common_Security_and_Defence_Policy "Common Security and Defence Policy") of the European Union. + +Economy +------- + +[![Image 231](https://upload.wikimedia.org/wikipedia/commons/thumb/b/b3/Territorial_waters_-_Norway.svg/220px-Territorial_waters_-_Norway.svg.png)](https://en.wikipedia.org/wiki/File:Territorial_waters_-_Norway.svg) + +Norway's claimed economic zones + +[![Image 232](https://upload.wikimedia.org/wikipedia/commons/thumb/a/ad/EU_and_EFTA.svg/220px-EU_and_EFTA.svg.png)](https://en.wikipedia.org/wiki/File:EU_and_EFTA.svg) + +Members of the [European Free Trade Association](https://en.wikipedia.org/wiki/European_Free_Trade_Association "European Free Trade Association") (green) participate in the [European Single Market](https://en.wikipedia.org/wiki/European_Single_Market "European Single Market") and are part of the [Schengen Area](https://en.wikipedia.org/wiki/Schengen_Area "Schengen Area"). + +Norwegians enjoy the second-highest [GDP per capita](https://en.wikipedia.org/wiki/List_of_countries_by_GDP_(nominal)_per_capita "List of countries by GDP (nominal) per capita") among European countries (after [Luxembourg](https://en.wikipedia.org/wiki/Luxembourg "Luxembourg")), and the sixth-highest [GDP (PPP) per capita](https://en.wikipedia.org/wiki/List_of_countries_by_GDP_(PPP)_per_capita "List of countries by GDP (PPP) per capita") in the world. Norway ranks as the second-wealthiest country in monetary value, with the largest capital reserve per capita of any nation.[\[152\]](https://en.wikipedia.org/wiki/Norway#cite_note-159) According to the CIA World Factbook, Norway is a net external creditor of debt.[\[93\]](https://en.wikipedia.org/wiki/Norway#cite_note-factbook-100) Norway reclaimed first place in the world in the [UNDP](https://en.wikipedia.org/wiki/United_Nations_Development_Programme "United Nations Development Programme") [Human Development Index](https://en.wikipedia.org/wiki/Human_Development_Index "Human Development Index") (HDI) in 2009.[\[153\]](https://en.wikipedia.org/wiki/Norway#cite_note-autogenerated1-160) The standard of living in Norway is among the highest in the world. _[Foreign Policy](https://en.wikipedia.org/wiki/Foreign_Policy "Foreign Policy")_ magazine ranks Norway last in its [Failed States Index](https://en.wikipedia.org/wiki/List_of_countries_by_Failed_States_Index "List of countries by Failed States Index") for 2009 and 2023, judging Norway to be the world's most well-functioning and stable country. The [OECD](https://en.wikipedia.org/wiki/OECD "OECD") ranks Norway fourth in the 2013 equalised [Better Life Index](https://en.wikipedia.org/wiki/OECD_Better_Life_Index "OECD Better Life Index") and third in intergenerational earnings elasticity according to a 2010 study.[\[154\]](https://en.wikipedia.org/wiki/Norway#cite_note-161)[\[155\]](https://en.wikipedia.org/wiki/Norway#cite_note-OECD_Better_Life_Index-162) + +The Norwegian economy is an example of a [mixed economy](https://en.wikipedia.org/wiki/Mixed_economy "Mixed economy"); a prosperous capitalist [welfare state](https://en.wikipedia.org/wiki/Welfare_state "Welfare state"), it features a combination of [free market](https://en.wikipedia.org/wiki/Free_market "Free market") activity and large state ownership in certain key sectors, influenced by both liberal governments from the late 19th century and later by [social democratic](https://en.wikipedia.org/wiki/Labour_Party_(Norway) "Labour Party (Norway)") governments in the postwar era.\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] [Public healthcare in Norway](https://en.wikipedia.org/wiki/Healthcare_in_Norway "Healthcare in Norway") is free (after an annual charge of around 2000 [kroner](https://en.wikipedia.org/wiki/Norwegian_krone "Norwegian krone") for those over 16), and parents have 46 weeks paid[\[156\]](https://en.wikipedia.org/wiki/Norway#cite_note-163) parental leave. The state income derived from natural resources includes a significant contribution from petroleum production. As of 2016, Norway has an unemployment rate of 4.8%, with 68% of the population aged 15–74 employed.[\[157\]](https://en.wikipedia.org/wiki/Norway#cite_note-164) People in the labour force are either employed or looking for work.[\[158\]](https://en.wikipedia.org/wiki/Norway#cite_note-165) As of 2013, 9.5% of the population aged 18–66 receive a disability pension[\[159\]](https://en.wikipedia.org/wiki/Norway#cite_note-166) and 30% of the labour force are employed by the government, the highest in the [OECD](https://en.wikipedia.org/wiki/OECD "OECD").[\[160\]](https://en.wikipedia.org/wiki/Norway#cite_note-167) The hourly productivity levels, as well as average hourly wages in Norway, are among the highest in the world.[\[161\]](https://en.wikipedia.org/wiki/Norway#cite_note-168)[\[162\]](https://en.wikipedia.org/wiki/Norway#cite_note-169) + +The [egalitarian](https://en.wikipedia.org/wiki/Egalitarianism "Egalitarianism") values of Norwegian society have kept the wage difference between the lowest paid worker and the CEO of most companies as much less than in comparable western economies.[\[163\]](https://en.wikipedia.org/wiki/Norway#cite_note-170) This is also evident in [Norway's low Gini coefficient](https://en.wikipedia.org/wiki/List_of_countries_by_income_equality "List of countries by income equality"). + +The state has large ownership positions in key industrial sectors, such as the strategic petroleum sector (Equinor), hydroelectric energy production ([Statkraft](https://en.wikipedia.org/wiki/Statkraft "Statkraft")), aluminium production ([Norsk Hydro](https://en.wikipedia.org/wiki/Norsk_Hydro "Norsk Hydro")), the largest Norwegian bank ([DNB](https://en.wikipedia.org/wiki/DNB_ASA "DNB ASA")), and telecommunication provider ([Telenor](https://en.wikipedia.org/wiki/Telenor "Telenor")). Through these big companies, the government controls approximately 30% of the stock values at the Oslo Stock Exchange. \[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] When non-listed companies are included, the state has even higher share in ownership (mainly from direct oil licence ownership).\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] Norway is a major shipping nation and has the world's sixth largest [merchant fleet](https://en.wikipedia.org/wiki/Ship_transport "Ship transport"), with 1,412 Norwegian-owned merchant vessels.\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] + +By referendums in [1972](https://en.wikipedia.org/wiki/1972_Norwegian_European_Communities_membership_referendum "1972 Norwegian European Communities membership referendum") and [1994](https://en.wikipedia.org/wiki/1994_Norwegian_European_Union_membership_referendum "1994 Norwegian European Union membership referendum"), Norwegians rejected proposals to join the European Union (EU). However, Norway, together with [Iceland](https://en.wikipedia.org/wiki/Iceland "Iceland") and [Liechtenstein](https://en.wikipedia.org/wiki/Liechtenstein "Liechtenstein"), participates in the European Union's single market through the [European Economic Area](https://en.wikipedia.org/wiki/European_Economic_Area "European Economic Area") (EEA) agreement. The EEA Treaty between the European Union countries and the EFTA countries—transposed into Norwegian law via "EØS-loven"[\[164\]](https://en.wikipedia.org/wiki/Norway#cite_note-171)—describes the procedures for implementing European Union rules in Norway and the other EFTA countries. Norway is a highly integrated member of most sectors of the EU internal market. Some sectors, such as agriculture, oil and fish, are not wholly covered by the EEA Treaty. Norway has also acceded to the [Schengen Agreement](https://en.wikipedia.org/wiki/Schengen_Agreement "Schengen Agreement") and several other intergovernmental agreements among the EU member states. + +The country is richly endowed with natural resources including petroleum, [hydropower](https://en.wikipedia.org/wiki/Hydropower "Hydropower"), fish, [forests](https://en.wikipedia.org/wiki/Forestry "Forestry"), and minerals. Large reserves of petroleum and natural gas were discovered in the 1960s, which led to an economic boom.\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] Norway has obtained one of the highest standards of living in the world in part by having a large amount of natural resources compared to the size of the population.\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] In 2011, 28% of state revenues were generated from the petroleum industry.[\[165\]](https://en.wikipedia.org/wiki/Norway#cite_note-172)\[_[failed verification](https://en.wikipedia.org/wiki/Wikipedia:Verifiability "Wikipedia:Verifiability")_\] + +Norway was the first country to ban deforestation, with a view to preventing its rain forests from vanishing. The country declared its intention at the UN Climate Summit in 2014 alongside Great Britain and Germany.[\[166\]](https://en.wikipedia.org/wiki/Norway#cite_note-173) + +### Resources + +[![Image 233](https://upload.wikimedia.org/wikipedia/commons/thumb/6/6b/Gaulosen_og_%C3%98ysand.jpg/220px-Gaulosen_og_%C3%98ysand.jpg)](https://en.wikipedia.org/wiki/File:Gaulosen_og_%C3%98ysand.jpg) + +Agriculture is a significant sector, in spite of the mountainous landscape ([Øysand](https://en.wikipedia.org/wiki/%C3%98ysand "Øysand")). + +[![Image 234](https://upload.wikimedia.org/wikipedia/commons/thumb/3/36/Stockfish_in_Lofoten.jpg/220px-Stockfish_in_Lofoten.jpg)](https://en.wikipedia.org/wiki/File:Stockfish_in_Lofoten.jpg) + +[Stockfish](https://en.wikipedia.org/wiki/Stockfish "Stockfish") has been exported from [Lofoten](https://en.wikipedia.org/wiki/Lofoten "Lofoten") in Norway for at least 1,000 years. + +#### Oil industry + +[![Image 235](https://upload.wikimedia.org/wikipedia/commons/thumb/e/ed/Heidrun%2C_Norskehavet_%2828276260560%29.jpg/220px-Heidrun%2C_Norskehavet_%2828276260560%29.jpg)](https://en.wikipedia.org/wiki/File:Heidrun,_Norskehavet_(28276260560).jpg) + +Oil production has been central to the Norwegian economy since the 1970s, with a dominating [state ownership](https://en.wikipedia.org/wiki/State_ownership "State ownership") ([Heidrun oil field](https://en.wikipedia.org/wiki/Heidrun_oil_field "Heidrun oil field")). + +Export revenues from oil and gas have risen to over 40% of total exports and constitute almost 20% of the GDP.[\[167\]](https://en.wikipedia.org/wiki/Norway#cite_note-174) Norway is the fifth-largest oil exporter and third-largest gas exporter in the world, but it is not a member of [OPEC](https://en.wikipedia.org/wiki/OPEC "OPEC"). In 1995, the Norwegian government established the sovereign wealth fund (["Government Pension Fund – Global"](https://en.wikipedia.org/wiki/The_Government_Pension_Fund_of_Norway "The Government Pension Fund of Norway")) to be funded with oil revenues. + +The government controls its petroleum resources through a combination of state ownership in major operators in the oil fields (with approximately 62% ownership in Equinor in 2007) and the fully state-owned [Petoro](https://en.wikipedia.org/wiki/Petoro "Petoro"), which has a market value of about twice Equinor, and [SDFI](https://en.wikipedia.org/wiki/State%27s_Direct_Financial_Interest "State's Direct Financial Interest"). Finally, the government controls licensing of exploration and production of fields. The fund invests in developed financial markets outside Norway. Spending from the fund is constrained by the budgetary rule (_Handlingsregelen_), which limits spending over time to no more than the real value yield of the fund, lowered in 2017 to 3% of the fund's total value.[\[168\]](https://en.wikipedia.org/wiki/Norway#cite_note-175) + +Between 1966 and 2013, Norwegian companies drilled 5,085 oil wells, mostly in the [North Sea](https://en.wikipedia.org/wiki/North_Sea "North Sea").[\[169\]](https://en.wikipedia.org/wiki/Norway#cite_note-NorwegianSectorOnly?4053wells-176) Oil fields not yet in the production phase include: [Wisting Central](https://en.wikipedia.org/w/index.php?title=Wisting_Central&action=edit&redlink=1 "Wisting Central (page does not exist)")—calculated size in 2013 at 65–156 million barrels of oil and 10 to 40 billion cubic feet (0.28 to 1.13 billion cubic metres), (_utvinnbar_) of gas.[\[170\]](https://en.wikipedia.org/wiki/Norway#cite_note-WistingCentral-177) and the [Castberg Oil Field](https://en.wikipedia.org/w/index.php?title=Castberg_Oil_Field&action=edit&redlink=1 "Castberg Oil Field (page does not exist)") (_Castberg-feltet_[\[170\]](https://en.wikipedia.org/wiki/Norway#cite_note-WistingCentral-177))—calculated size at 540 million barrels of oil, and 2 to 7 billion cubic feet (57 to 198 million cubic metres) (_utvinnbar_) of gas.[\[171\]](https://en.wikipedia.org/wiki/Norway#cite_note-Castberg-feltet-178) Both oil fields are located in the [Barents Sea](https://en.wikipedia.org/wiki/Barents_Sea "Barents Sea"). + +Norway is also the world's second-largest exporter of fish (in value, after China).[\[172\]](https://en.wikipedia.org/wiki/Norway#cite_note-GGT-179)[\[173\]](https://en.wikipedia.org/wiki/Norway#cite_note-180) Fish from fish farms and catch constitutes the second largest (behind oil/natural gas) export product measured in value.[\[174\]](https://en.wikipedia.org/wiki/Norway#cite_note-181)[\[175\]](https://en.wikipedia.org/wiki/Norway#cite_note-182) Norway is the world's largest producer of salmon, followed by [Chile](https://en.wikipedia.org/wiki/Chile "Chile").[\[176\]](https://en.wikipedia.org/wiki/Norway#cite_note-183) + +[Hydroelectric plants](https://en.wikipedia.org/wiki/Hydroelectricity "Hydroelectricity") generate roughly 98–99% of Norway's electric power, more than any other country in the world.[\[177\]](https://en.wikipedia.org/wiki/Norway#cite_note-184) + +Norway contains significant mineral resources, and in 2013, its mineral production was valued at US$1.5 billion (Norwegian Geological Survey data). The most valuable minerals are calcium carbonate ([limestone](https://en.wikipedia.org/wiki/Limestone "Limestone")), building stone, [nepheline syenite](https://en.wikipedia.org/wiki/Nepheline_syenite "Nepheline syenite"), [olivine](https://en.wikipedia.org/wiki/Olivine "Olivine"), iron, [titanium](https://en.wikipedia.org/wiki/Titanium "Titanium"), and [nickel](https://en.wikipedia.org/wiki/Nickel "Nickel").[\[178\]](https://en.wikipedia.org/wiki/Norway#cite_note-185) + +In 2017, the Government Pension Fund controlled assets surpassed a value of US$1 trillion (equal to US$190,000 per capita),[\[179\]](https://en.wikipedia.org/wiki/Norway#cite_note-186) about 250% of Norway's 2017 GDP.[\[180\]](https://en.wikipedia.org/wiki/Norway#cite_note-187) It is the largest [sovereign wealth fund](https://en.wikipedia.org/wiki/Sovereign_wealth_fund "Sovereign wealth fund") in the world.[\[181\]](https://en.wikipedia.org/wiki/Norway#cite_note-188) + +Other nations with economies based on natural resources, such as Russia, are trying to learn from Norway by establishing similar funds. The investment choices of the Norwegian fund are directed by [ethical guidelines](https://en.wikipedia.org/wiki/Socially_responsible_investing "Socially responsible investing"); for example, the fund is not allowed to invest in companies that produce parts for nuclear weapons. Norway's highly [transparent](https://en.wikipedia.org/wiki/Transparency_(market) "Transparency (market)") investment scheme[\[182\]](https://en.wikipedia.org/wiki/Norway#cite_note-189) is lauded by the international community.[\[183\]](https://en.wikipedia.org/wiki/Norway#cite_note-190) + +### Transport + +Due to the low population density, narrow shape and long coastlines of Norway, its public transport is less developed than in many European countries, especially outside the major cities. The country has long-standing water transport traditions, but the [Norwegian Ministry of Transport and Communications](https://en.wikipedia.org/wiki/Norwegian_Ministry_of_Transport_and_Communications "Norwegian Ministry of Transport and Communications") has in recent years implemented rail, road, and air transport through numerous subsidiaries to develop the country's infrastructure.[\[184\]](https://en.wikipedia.org/wiki/Norway#cite_note-191) Under discussion is development of a new high-speed rail system between the nation's largest cities.[\[185\]](https://en.wikipedia.org/wiki/Norway#cite_note-192)[\[186\]](https://en.wikipedia.org/wiki/Norway#cite_note-193) + +Norway's main railway network consists of 4,114 kilometres (2,556 mi) of [standard gauge](https://en.wikipedia.org/wiki/Standard_gauge "Standard gauge") lines, of which 242 kilometres (150 mi) is [double track](https://en.wikipedia.org/wiki/Double_track "Double track") and 64 kilometres (40 mi) [high-speed rail](https://en.wikipedia.org/wiki/High-speed_rail "High-speed rail") (210 km/h) while 62% is electrified at [15 kV 16.7 Hz AC](https://en.wikipedia.org/wiki/15_kV_AC_railway_electrification "15 kV AC railway electrification"). The railways transported 56,827,000 passengers, 2,956 million [passenger-kilometres](https://en.wikipedia.org/wiki/Units_of_transportation_measurement "Units of transportation measurement"), and 24,783,000 tonnes of cargo for 3,414 million [tonne-kilometres](https://en.wikipedia.org/wiki/Units_of_transportation_measurement "Units of transportation measurement").[\[187\]](https://en.wikipedia.org/wiki/Norway#cite_note-ReferenceB-194) The entire network is owned by [Bane NOR](https://en.wikipedia.org/wiki/Bane_NOR "Bane NOR").[\[188\]](https://en.wikipedia.org/wiki/Norway#cite_note-195) Domestic passenger trains are operated by various companies, including [Vy](https://en.wikipedia.org/wiki/Vy "Vy"), [SJ](https://en.wikipedia.org/wiki/SJ_AB#SJ_Norge "SJ AB"), [Go-Ahead](https://en.wikipedia.org/wiki/Go-Ahead_Nordic "Go-Ahead Nordic") and [Flytoget](https://en.wikipedia.org/wiki/Flytoget "Flytoget"), while freight trains are operated by [CargoNet](https://en.wikipedia.org/wiki/CargoNet "CargoNet") and [OnRail](https://en.wikipedia.org/w/index.php?title=OnRail&action=edit&redlink=1 "OnRail (page does not exist)").[\[189\]](https://en.wikipedia.org/wiki/Norway#cite_note-196) + +Investment in new infrastructure and maintenance is financed through the state budget,[\[190\]](https://en.wikipedia.org/wiki/Norway#cite_note-jbvabout-197) and subsidies are provided for passenger train operations.[\[191\]](https://en.wikipedia.org/wiki/Norway#cite_note-minpt-198) NSB operates long-haul trains, including [night trains](https://en.wikipedia.org/wiki/NSB_Night_Train "NSB Night Train"), regional services and four [commuter train](https://en.wikipedia.org/wiki/Commuter_rail "Commuter rail") systems, around [Oslo](https://en.wikipedia.org/wiki/Oslo_Commuter_Rail "Oslo Commuter Rail"), [Trondheim](https://en.wikipedia.org/wiki/Tr%C3%B8ndelag_Commuter_Rail "Trøndelag Commuter Rail"), [Bergen](https://en.wikipedia.org/w/index.php?title=Bergen_Commuter_Rail&action=edit&redlink=1 "Bergen Commuter Rail (page does not exist)") and [Stavanger](https://en.wikipedia.org/wiki/J%C3%A6ren_Line "Jæren Line").[\[192\]](https://en.wikipedia.org/wiki/Norway#cite_note-199) + +[![Image 236](https://upload.wikimedia.org/wikipedia/commons/thumb/f/f1/Oslo_Airport_terminal_night_view.jpg/220px-Oslo_Airport_terminal_night_view.jpg)](https://en.wikipedia.org/wiki/File:Oslo_Airport_terminal_night_view.jpg) + +[Oslo Airport, Gardermoen](https://en.wikipedia.org/wiki/Oslo_Airport,_Gardermoen "Oslo Airport, Gardermoen") + +Norway has approximately 92,946 kilometres (57,754 mi) of road network, of which 72,033 kilometres (44,759 mi) are paved and 664 kilometres (413 mi) are motorway.[\[93\]](https://en.wikipedia.org/wiki/Norway#cite_note-factbook-100) The four tiers of road routes are national, county, municipal and private, with national and primary county roads numbered en route. The most important national routes are part of the [European route](https://en.wikipedia.org/wiki/International_E-road_network "International E-road network") scheme. The two most prominent are the [European route E6](https://en.wikipedia.org/wiki/European_route_E6 "European route E6") going north–south through the entire country, and the [E39](https://en.wikipedia.org/wiki/European_route_E39 "European route E39"), which follows the West Coast. National and county roads are managed by the [Norwegian Public Roads Administration](https://en.wikipedia.org/wiki/Norwegian_Public_Roads_Administration "Norwegian Public Roads Administration").[\[193\]](https://en.wikipedia.org/wiki/Norway#cite_note-200) + +Norway has the world's largest registered stock of [plug-in electric vehicles per capita](https://en.wikipedia.org/wiki/Plug-in_electric_vehicles_in_Norway "Plug-in electric vehicles in Norway").[\[194\]](https://en.wikipedia.org/wiki/Norway#cite_note-NorwayLargest-201)[\[195\]](https://en.wikipedia.org/wiki/Norway#cite_note-AVERE-202)[\[196\]](https://en.wikipedia.org/wiki/Norway#cite_note-NorwaySales2011-203) In March 2014, Norway became the first country where over 1 in every 100 passenger cars on the roads is a plug-in electric.[\[197\]](https://en.wikipedia.org/wiki/Norway#cite_note-NorwayEVSales032014-204) The plug-in electric segment [market share](https://en.wikipedia.org/wiki/Market_share "Market share") of new car sales is also the highest in the world.[\[198\]](https://en.wikipedia.org/wiki/Norway#cite_note-Top6Global2013-205) According to a report by _[Dagens Næringsliv](https://en.wikipedia.org/wiki/Dagens_N%C3%A6ringsliv "Dagens Næringsliv")_ in June 2016, the country would like to ban sales of gasoline and diesel powered vehicles as early as 2025.[\[199\]](https://en.wikipedia.org/wiki/Norway#cite_note-206) + +Of the 98 airports in Norway,[\[93\]](https://en.wikipedia.org/wiki/Norway#cite_note-factbook-100) 52 are public,[\[200\]](https://en.wikipedia.org/wiki/Norway#cite_note-avinorpassengers-207) and 46 are operated by the state-owned [Avinor](https://en.wikipedia.org/wiki/Avinor "Avinor").[\[201\]](https://en.wikipedia.org/wiki/Norway#cite_note-208) [Seven airports](https://en.wikipedia.org/wiki/List_of_the_largest_airports_in_the_Nordic_countries "List of the largest airports in the Nordic countries") have more than one million passengers annually.[\[200\]](https://en.wikipedia.org/wiki/Norway#cite_note-avinorpassengers-207) A total of 41,089,675 passengers passed through Norwegian airports in 2007, of whom 13,397,458 were international.[\[200\]](https://en.wikipedia.org/wiki/Norway#cite_note-avinorpassengers-207) + +The central gateway to Norway by air is [Oslo Airport, Gardermoen](https://en.wikipedia.org/wiki/Oslo_Airport,_Gardermoen "Oslo Airport, Gardermoen").[\[200\]](https://en.wikipedia.org/wiki/Norway#cite_note-avinorpassengers-207) Located about 35 kilometres (22 mi) northeast of Oslo, it is [hub](https://en.wikipedia.org/wiki/Airline_hub "Airline hub") for the two major Norwegian airlines: [Scandinavian Airlines](https://en.wikipedia.org/wiki/Scandinavian_Airlines "Scandinavian Airlines")[\[202\]](https://en.wikipedia.org/wiki/Norway#cite_note-209) and [Norwegian Air Shuttle](https://en.wikipedia.org/wiki/Norwegian_Air_Shuttle "Norwegian Air Shuttle"),[\[203\]](https://en.wikipedia.org/wiki/Norway#cite_note-210) and for regional aircraft from Western Norway.[\[204\]](https://en.wikipedia.org/wiki/Norway#cite_note-wideroemap-211) There are departures to most European countries and some intercontinental destinations.[\[205\]](https://en.wikipedia.org/wiki/Norway#cite_note-212)[\[206\]](https://en.wikipedia.org/wiki/Norway#cite_note-213) A direct high-speed train connects to Oslo Central Station every 10 minutes for a 20 min ride. + +### Research + +[![Image 237](https://upload.wikimedia.org/wikipedia/commons/thumb/8/80/Niels_Henrik_Abel.jpg/170px-Niels_Henrik_Abel.jpg)](https://en.wikipedia.org/wiki/File:Niels_Henrik_Abel.jpg) + +[Niels Henrik Abel](https://en.wikipedia.org/wiki/Niels_Henrik_Abel "Niels Henrik Abel") made pioneering contributions in a variety of fields. The [Abel Prize](https://en.wikipedia.org/wiki/Abel_Prize "Abel Prize") in mathematics, originally proposed in 1899 to complement the [Nobel Prizes](https://en.wikipedia.org/wiki/Nobel_Prize "Nobel Prize"), is named in his honour. + +Norway has a rich history of contributions to science, mathematics, and technology, with several internationally recognized scientists and innovators. + +In mathematics, [Niels Henrik Abel](https://en.wikipedia.org/wiki/Niels_Henrik_Abel "Niels Henrik Abel") and [Sophus Lie](https://en.wikipedia.org/wiki/Sophus_Lie "Sophus Lie") made groundbreaking contributions to analysis and [group theory](https://en.wikipedia.org/wiki/Group_theory "Group theory"). [Caspar Wessel](https://en.wikipedia.org/wiki/Caspar_Wessel "Caspar Wessel") was the first to describe [vectors](https://en.wikipedia.org/wiki/Vector_space "Vector space") and [complex numbers](https://en.wikipedia.org/wiki/Complex_number "Complex number") in the [complex plane](https://en.wikipedia.org/wiki/Complex_plane "Complex plane"), laying the foundation for modern vector and complex analysis. [Thoralf Skolem](https://en.wikipedia.org/wiki/Thoralf_Skolem "Thoralf Skolem") made revolutionary contributions to [mathematical logic](https://en.wikipedia.org/wiki/Mathematical_logic "Mathematical logic"), while [Øystein Ore](https://en.wikipedia.org/wiki/%C3%98ystein_Ore "Øystein Ore") and [Ludwig Sylow](https://en.wikipedia.org/wiki/Ludvig_Sylow "Ludvig Sylow") advanced group theory. [Atle Selberg](https://en.wikipedia.org/wiki/Atle_Selberg "Atle Selberg"), a major figure in 20th-century mathematics, was honored with the [Fields Medal](https://en.wikipedia.org/wiki/Fields_Medal "Fields Medal"), [Wolf Prize](https://en.wikipedia.org/wiki/Wolf_Prize_in_Mathematics "Wolf Prize in Mathematics"), and [Abel Prize](https://en.wikipedia.org/wiki/Abel_Prize "Abel Prize"). [Ernst S. Selmer](https://en.wikipedia.org/wiki/Ernst_Sejersted_Selmer "Ernst Sejersted Selmer")'s work significantly influenced modern [cryptographic algorithms](https://en.wikipedia.org/wiki/Cryptographic_algorithm "Cryptographic algorithm"). + +In physics, notable figures include [Kristian Birkeland](https://en.wikipedia.org/wiki/Kristian_Birkeland "Kristian Birkeland"), known for his work on the [aurora borealis](https://en.wikipedia.org/wiki/Aurora "Aurora"), and [Ivar Giaever](https://en.wikipedia.org/wiki/Ivar_Giaever "Ivar Giaever"), a Nobel laureate in physics. [Carl Anton Bjerknes](https://en.wikipedia.org/wiki/Carl_Anton_Bjerknes "Carl Anton Bjerknes") and [Christopher Hansteen](https://en.wikipedia.org/wiki/Christopher_Hansteen "Christopher Hansteen") made contributions to [hydrodynamics](https://en.wikipedia.org/wiki/Hydrodynamics "Hydrodynamics") and [geomagnetism](https://en.wikipedia.org/wiki/Earth%27s_magnetic_field "Earth's magnetic field"), respectively. The meteorologists [Vilhelm Bjerknes](https://en.wikipedia.org/wiki/Vilhelm_Bjerknes "Vilhelm Bjerknes") and [Ragnar Fjørtoft](https://en.wikipedia.org/wiki/Ragnar_Fj%C3%B8rtoft "Ragnar Fjørtoft") were instrumental in the development of [numerical weather prediction](https://en.wikipedia.org/wiki/Numerical_weather_prediction "Numerical weather prediction"). + +Norwegian chemists like [Lars Onsager](https://en.wikipedia.org/wiki/Lars_Onsager "Lars Onsager"), a Nobel laureate, and [Odd Hassel](https://en.wikipedia.org/wiki/Odd_Hassel "Odd Hassel"), recognized for his work in [stereochemistry](https://en.wikipedia.org/wiki/Stereochemistry "Stereochemistry"), have left a lasting legacy. [Peter Waage](https://en.wikipedia.org/wiki/Peter_Waage "Peter Waage") and [Cato Maximilian Guldberg](https://en.wikipedia.org/wiki/Cato_Maximilian_Guldberg "Cato Maximilian Guldberg") formulated the [law of mass action](https://en.wikipedia.org/wiki/Law_of_mass_action "Law of mass action"), fundamental to chemical reaction theory. + +In technology, [Victor Goldschmidt](https://en.wikipedia.org/wiki/Victor_Goldschmidt "Victor Goldschmidt") is regarded as a founder of modern [geochemistry](https://en.wikipedia.org/wiki/Geochemistry "Geochemistry"). [Håkon Wium Lie](https://en.wikipedia.org/wiki/H%C3%A5kon_Wium_Lie "Håkon Wium Lie") pioneered [Cascading Style Sheets](https://en.wikipedia.org/wiki/CSS "CSS") (CSS), a cornerstone of web design. [Pål Spilling](https://en.wikipedia.org/wiki/P%C3%A5l_Spilling "Pål Spilling") contributed to the development of the [Internet Protocol](https://en.wikipedia.org/wiki/Internet_Protocol "Internet Protocol"), bringing the Internet to Europe. Computer scientists [Ole-Johan Dahl](https://en.wikipedia.org/wiki/Ole-Johan_Dahl "Ole-Johan Dahl") and [Kristen Nygaard](https://en.wikipedia.org/wiki/Kristen_Nygaard "Kristen Nygaard") developed [Simula](https://en.wikipedia.org/wiki/Simula "Simula"), the first [object-oriented programming language](https://en.wikipedia.org/wiki/Object-oriented_programming "Object-oriented programming"), earning them the prestigious [Turing Award](https://en.wikipedia.org/wiki/Turing_Award "Turing Award"). + +Norwegian academics have also advanced social sciences. [Arne Næss](https://en.wikipedia.org/wiki/Arne_N%C3%A6ss "Arne Næss") founded [deep ecology](https://en.wikipedia.org/wiki/Deep_ecology "Deep ecology"), while [Johan Galtung](https://en.wikipedia.org/wiki/Johan_Galtung "Johan Galtung") established the field of [peace studies](https://en.wikipedia.org/wiki/Peace_and_conflict_studies "Peace and conflict studies"). Criminologists [Nils Christie](https://en.wikipedia.org/wiki/Nils_Christie "Nils Christie") and [Thomas Mathiesen](https://en.wikipedia.org/wiki/Thomas_Mathiesen "Thomas Mathiesen"), sociologists [Vilhelm Aubert](https://en.wikipedia.org/wiki/Vilhelm_Aubert "Vilhelm Aubert"), [Harriet Holter](https://en.wikipedia.org/wiki/Harriet_Holter "Harriet Holter"), and [Erik Grønseth](https://en.wikipedia.org/wiki/Erik_Gr%C3%B8nseth "Erik Grønseth"), and political scientist [Stein Rokkan](https://en.wikipedia.org/wiki/Stein_Rokkan "Stein Rokkan") made pioneering contributions to their fields. Economists [Ragnar Frisch](https://en.wikipedia.org/wiki/Ragnar_Frisch "Ragnar Frisch"), [Trygve Haavelmo](https://en.wikipedia.org/wiki/Trygve_Haavelmo "Trygve Haavelmo"), and [Finn E. Kydland](https://en.wikipedia.org/wiki/Finn_E._Kydland "Finn E. Kydland") were honored with Nobel Prizes for their work in [econometrics](https://en.wikipedia.org/wiki/Econometrics "Econometrics") and [macroeconomics](https://en.wikipedia.org/wiki/Macroeconomics "Macroeconomics"). + +As of 2024, Norway is ranked 21st in the [Global Innovation Index](https://en.wikipedia.org/wiki/Global_Innovation_Index "Global Innovation Index") in 2024.[\[207\]](https://en.wikipedia.org/wiki/Norway#cite_note-214) The country has produced fourteen Nobel laureates across various disciplines. + +### Tourism + +In 2008, Norway ranked 17th in the [World Economic Forum](https://en.wikipedia.org/wiki/World_Economic_Forum "World Economic Forum")'s [Travel and Tourism Competitiveness Report](https://en.wikipedia.org/wiki/Travel_and_Tourism_Competitiveness_Report "Travel and Tourism Competitiveness Report").[\[208\]](https://en.wikipedia.org/wiki/Norway#cite_note-wef1-215) Tourism in Norway contributed to 4.2% of the gross domestic product as reported in 2016.[\[209\]](https://en.wikipedia.org/wiki/Norway#cite_note-auto-216) Every one in fifteen people throughout the country work in the tourism industry.[\[209\]](https://en.wikipedia.org/wiki/Norway#cite_note-auto-216) Tourism is seasonal in Norway, with more than half of total tourists visiting between the months of May and August.[\[209\]](https://en.wikipedia.org/wiki/Norway#cite_note-auto-216) + +[![Image 238](https://upload.wikimedia.org/wikipedia/commons/thumb/3/30/T%C3%B8nsberg_-_tower_and_ruins.JPG/220px-T%C3%B8nsberg_-_tower_and_ruins.JPG)](https://en.wikipedia.org/wiki/File:T%C3%B8nsberg_-_tower_and_ruins.JPG) + +The ruin park of [Tønsberg Fortress](https://en.wikipedia.org/wiki/T%C3%B8nsberg_Fortress "Tønsberg Fortress") in [Tønsberg](https://en.wikipedia.org/wiki/T%C3%B8nsberg "Tønsberg"). The tower in the background was built in 1888 during the city's 1000th anniversary. The ruin park and the tower are today popular tourist attractions. + +The main attractions of Norway are the varied landscapes that extend across the [Arctic Circle](https://en.wikipedia.org/wiki/Arctic_Circle "Arctic Circle"). It is famous for its coastline and its mountains, ski resorts, lakes and woods. Popular tourist destinations in Norway include [Oslo](https://en.wikipedia.org/wiki/Oslo "Oslo"), [Ålesund](https://en.wikipedia.org/wiki/%C3%85lesund_(town) "Ålesund (town)"), [Bergen](https://en.wikipedia.org/wiki/Bergen_(city) "Bergen (city)"), [Stavanger](https://en.wikipedia.org/wiki/Stavanger_(city) "Stavanger (city)"), [Trondheim](https://en.wikipedia.org/wiki/Trondheim_(city) "Trondheim (city)"), [Kristiansand](https://en.wikipedia.org/wiki/Kristiansand_(town) "Kristiansand (town)"), [Arendal](https://en.wikipedia.org/wiki/Arendal_(town) "Arendal (town)"), [Tromsø](https://en.wikipedia.org/wiki/Troms%C3%B8_(city) "Tromsø (city)"), [Fredrikstad](https://en.wikipedia.org/wiki/Fredrikstad_(town) "Fredrikstad (town)"), and [Tønsberg](https://en.wikipedia.org/wiki/T%C3%B8nsberg "Tønsberg"). Much of the nature of Norway remains unspoiled, and thus attracts numerous hikers and skiers. The fjords, mountains and waterfalls in [Western Norway](https://en.wikipedia.org/wiki/Western_Norway "Western Norway") and [Northern Norway](https://en.wikipedia.org/wiki/Northern_Norway "Northern Norway") attract several hundred thousand foreign tourists each year. In the cities, cultural idiosyncrasies such as the [Holmenkollen ski jump](https://en.wikipedia.org/wiki/Holmenkollen_ski_jump "Holmenkollen ski jump") in Oslo and [Saga Oseberg](https://no.wikipedia.org/wiki/%C2%ABSaga_Oseberg%C2%BB "no:«Saga Oseberg»") in Tønsberg attract many visitors, as do landmarks such as [Bryggen](https://en.wikipedia.org/wiki/Bryggen "Bryggen") in Bergen, [Vigeland installation](https://en.wikipedia.org/wiki/Vigeland_installation "Vigeland installation") in [Frogner Park](https://en.wikipedia.org/wiki/Frogner_Park "Frogner Park") in Oslo, [Nidaros Cathedral](https://en.wikipedia.org/wiki/Nidaros_Cathedral "Nidaros Cathedral") in Trondheim, [Fredrikstad Fortress](https://en.wikipedia.org/wiki/Fredrikstad_Fortress "Fredrikstad Fortress") (_Gamlebyen_) in Fredrikstad, and [the ruin park of Tønsberg Fortress](https://en.wikipedia.org/wiki/T%C3%B8nsberg_Fortress "Tønsberg Fortress") in Tønsberg. + +Demographics +------------ + +### Population + +[![Image 239](https://upload.wikimedia.org/wikipedia/commons/thumb/f/f6/Annual_population_growth_of_Norway.svg/260px-Annual_population_growth_of_Norway.svg.png)](https://en.wikipedia.org/wiki/File:Annual_population_growth_of_Norway.svg) + +Annual [population growth](https://en.wikipedia.org/wiki/Population_growth "Population growth") in Norway 1951–2016, in thousands + +Norway's population was 5,384,576 people in the third quarter of 2020.[\[210\]](https://en.wikipedia.org/wiki/Norway#cite_note-217) [Norwegians](https://en.wikipedia.org/wiki/Norwegians "Norwegians") are an ethnic North [Germanic](https://en.wikipedia.org/wiki/Germanic_peoples "Germanic peoples") people. The [total fertility rate](https://en.wikipedia.org/wiki/Total_fertility_rate "Total fertility rate") (TFR) in 2018 was estimated at 1.56 children born per woman,[\[211\]](https://en.wikipedia.org/wiki/Norway#cite_note-218) below the replacement rate of 2.1, it remains considerably below the high of 4.69 children born per woman in 1877.[\[212\]](https://en.wikipedia.org/wiki/Norway#cite_note-219) In 2018 the [median age](https://en.wikipedia.org/wiki/Median_age "Median age") of the Norwegian population was 39.3 years. + +The [Sámi people](https://en.wikipedia.org/wiki/S%C3%A1mi_people "Sámi people") are indigenous to the Far North and have traditionally inhabited central and northern parts of Norway and Sweden, as well as areas in northern Finland and in Russia on the [Kola Peninsula](https://en.wikipedia.org/wiki/Kola_Peninsula "Kola Peninsula"). Another national minority are the [Kven people](https://en.wikipedia.org/wiki/Kven_people "Kven people"), descendants of Finnish-speaking people who migrated to northern Norway from the 18th up to the 20th century. From the 19th century up to the 1970s, the Norwegian government tried to assimilate both the Sámi and the Kven, encouraging them to adopt the majority language, culture and religion.[\[213\]](https://en.wikipedia.org/wiki/Norway#cite_note-220) Because of this "[Norwegianization](https://en.wikipedia.org/wiki/Norwegianization "Norwegianization") process", many families of Sámi or Kven ancestry now identify as ethnic Norwegian.[\[214\]](https://en.wikipedia.org/wiki/Norway#cite_note-221) + +The national minorities of Norway are Kvens, [Jews](https://en.wikipedia.org/wiki/Jews "Jews"), [Forest Finns](https://en.wikipedia.org/wiki/Forest_Finns "Forest Finns"), and [Romani people](https://en.wikipedia.org/wiki/Romani_people "Romani people").[\[215\]](https://en.wikipedia.org/wiki/Norway#cite_note-222) + +In 2017, the population of Norway ranked first on the [World Happiness Report](https://en.wikipedia.org/wiki/World_Happiness_Report "World Happiness Report").[\[216\]](https://en.wikipedia.org/wiki/Norway#cite_note-Rankin_2017-223) + +### Migration + +[![Image 240](https://upload.wikimedia.org/wikipedia/commons/thumb/e/ed/Percentage_of_Norwegians_born_to_two_Norwegian_parents.png/260px-Percentage_of_Norwegians_born_to_two_Norwegian_parents.png)](https://en.wikipedia.org/wiki/File:Percentage_of_Norwegians_born_to_two_Norwegian_parents.png) + +Norwegians of two Norwegian parents, either born abroad or in Norway as a percentage proportionally and nationally in Norway as of 2021 + +Particularly in the 19th century, when economic conditions were difficult in Norway, tens of thousands of people migrated to the United States and Canada, where they could work and buy land in frontier areas. Many went to the Midwest and Pacific Northwest. In 2006, according to the US Census Bureau, almost 4.7 million persons identified as [Norwegian Americans](https://en.wikipedia.org/wiki/Norwegian_Americans "Norwegian Americans"),[\[217\]](https://en.wikipedia.org/wiki/Norway#cite_note-224) which was larger than the population of ethnic Norwegians in Norway itself.[\[218\]](https://en.wikipedia.org/wiki/Norway#cite_note-Pop16-225) In the 2011 Canadian census, 452,705 Canadian citizens identified as having [Norwegian ancestry](https://en.wikipedia.org/wiki/Norwegian_Canadians "Norwegian Canadians").[\[219\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwegian_Canadians-226) + +In 2024, approximately 931,081 individuals (16.8% of the population) of the population of Norway were immigrants. Of these, 386,559 (41.5%) had a [Western](https://en.wikipedia.org/wiki/Western_culture "Western culture") background (Europe, USA, Canada, Australia and New Zealand), while 544,521 (58.5%) had a non-Western background (Asia, Africa, South and Central America). 221,459 individuals (4% of the population) were children of immigrants, born in Norway.[\[220\]](https://en.wikipedia.org/wiki/Norway#cite_note-:0-227) + +The largest groups of immigrants have come from [Poland](https://en.wikipedia.org/wiki/Poland "Poland"), [Lithuania](https://en.wikipedia.org/wiki/Lithuania "Lithuania"), [Sweden](https://en.wikipedia.org/wiki/Sweden "Sweden") and [Syria](https://en.wikipedia.org/wiki/Syria "Syria"), as well as [Ukraine](https://en.wikipedia.org/wiki/Ukraine "Ukraine") since the [Russian invasion of Ukraine](https://en.wikipedia.org/wiki/Russian_invasion_of_Ukraine "Russian invasion of Ukraine") in 2022.[\[220\]](https://en.wikipedia.org/wiki/Norway#cite_note-:0-227) + +Immigrants have settled in all Norwegian municipalities. In 2013, the cities with the highest share of immigrants were [Oslo](https://en.wikipedia.org/wiki/Oslo "Oslo") (32%) and [Drammen](https://en.wikipedia.org/wiki/Drammen_(town) "Drammen (town)") (27%).[\[221\]](https://en.wikipedia.org/wiki/Norway#cite_note-innvbef-228) According to [Reuters](https://en.wikipedia.org/wiki/Reuters "Reuters"), Oslo is the "fastest growing city in Europe because of increased immigration".[\[222\]](https://en.wikipedia.org/wiki/Norway#cite_note-229) In recent years, immigration has accounted for most of Norway's population growth.[\[223\]](https://en.wikipedia.org/wiki/Norway#cite_note-230) + +### Religion + +#### Church of Norway + +[![Image 241](https://upload.wikimedia.org/wikipedia/commons/thumb/4/49/Nidaros_Cathedral%2C_Trondheim%2C_West_view_20150605_1.jpg/220px-Nidaros_Cathedral%2C_Trondheim%2C_West_view_20150605_1.jpg)](https://en.wikipedia.org/wiki/File:Nidaros_Cathedral,_Trondheim,_West_view_20150605_1.jpg) + +[Nidaros Cathedral](https://en.wikipedia.org/wiki/Nidaros_Cathedral "Nidaros Cathedral") in [Trondheim](https://en.wikipedia.org/wiki/Trondheim "Trondheim") + +[Separation of church and state](https://en.wikipedia.org/wiki/Separation_of_church_and_state#Norway "Separation of church and state") happened significantly later in Norway than in most of Europe, and remains incomplete. In 2012, the Norwegian parliament voted to grant the [Church of Norway](https://en.wikipedia.org/wiki/Church_of_Norway "Church of Norway") greater autonomy,[\[224\]](https://en.wikipedia.org/wiki/Norway#cite_note-231) a decision which was confirmed in a constitutional amendment on 21 May 2012.[\[225\]](https://en.wikipedia.org/wiki/Norway#cite_note-232) + +Until 2012 parliamentary officials were required to be members of the Evangelical-Lutheran Church of Norway, and at least half of all government ministers had to be a member of the state church. As state church, the Church of Norway's clergy were viewed as state employees, and the central and regional church administrations were part of the state administration. Members of the Royal family are required to be members of the Lutheran church. On 1 January 2017, Norway made the church independent of the state, but retained the Church's status as the "people's church".[\[226\]](https://en.wikipedia.org/wiki/Norway#cite_note-233)[\[227\]](https://en.wikipedia.org/wiki/Norway#cite_note-234) + +Most Norwegians are registered at baptism as members of the Church of Norway. Many remain in the church to participate in the community and practices such as [baptism](https://en.wikipedia.org/wiki/Baptism "Baptism"), [confirmation](https://en.wikipedia.org/wiki/Confirmation "Confirmation"), marriage, and burial rites. About 70.6% of Norwegians were members of the Church of Norway in 2017. In 2017, about 53.6% of all newborns were baptised and about 57.9% of all 15-year-olds were [confirmed](https://en.wikipedia.org/wiki/Confirmation_(Lutheran_Church) "Confirmation (Lutheran Church)") in the church.[\[228\]](https://en.wikipedia.org/wiki/Norway#cite_note-235) + +#### Religious affiliation + +Official religious affiliation in Norway (31 December 2019):[\[229\]](https://en.wikipedia.org/wiki/Norway#cite_note-stat2019statechurch-236)[\[230\]](https://en.wikipedia.org/wiki/Norway#cite_note-stat2019other-237)[\[231\]](https://en.wikipedia.org/wiki/Norway#cite_note-238) + +Other Christian denominations (2.21%) + +Other Religion (0.09%) + +According to the 2010 Eurobarometer Poll, 22% of Norwegian citizens responded that "they believe there is a God", 44% responded that "they believe there is some sort of spirit or life force" and 29% responded that "they don't believe there is any sort of spirit, God or life force". Five per cent gave no response.[\[232\]](https://en.wikipedia.org/wiki/Norway#cite_note-eurobarometer_2010-239) In the early 1990s, studies estimated that between 4.7% and 5.3% of Norwegians attended church on a weekly basis.[\[233\]](https://en.wikipedia.org/wiki/Norway#cite_note-240) This figure has dropped to about 2%.[\[234\]](https://en.wikipedia.org/wiki/Norway#cite_note-241)[\[235\]](https://en.wikipedia.org/wiki/Norway#cite_note-242) + +In 2010, 10% of the population was [religiously unaffiliated](https://en.wikipedia.org/wiki/Irreligion "Irreligion"), while another 9% were members of religious communities outside the Church of Norway.[\[236\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norway1-243) Other Christian denominations total about 4.9%[\[236\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norway1-243) of the population, the largest of which is the [Roman Catholic Church](https://en.wikipedia.org/wiki/Roman_Catholic_Church "Roman Catholic Church"), with 83,000 members, according to 2009 government statistics.[\[237\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion2-244) The _Aftenposten_ (Evening Post) in October 2012 reported there were about 115,234 registered Roman Catholics in Norway; the reporter estimated that the total number of people with a Roman Catholic background may be 170,000–200,000 or higher.[\[238\]](https://en.wikipedia.org/wiki/Norway#cite_note-245) + +Others include [Pentecostals](https://en.wikipedia.org/wiki/Pentecostalism "Pentecostalism") (39,600),[\[237\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion2-244) the [Evangelical Lutheran Free Church of Norway](https://en.wikipedia.org/wiki/Evangelical_Lutheran_Free_Church_of_Norway "Evangelical Lutheran Free Church of Norway") (19,600),[\[237\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion2-244) the [United Methodist Church in Norway](https://en.wikipedia.org/wiki/United_Methodist_Church_in_Norway "United Methodist Church in Norway") (11,000),[\[237\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion2-244) [Baptists](https://en.wikipedia.org/wiki/Baptists "Baptists") (9,900),[\[237\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion2-244) [Eastern Orthodox](https://en.wikipedia.org/wiki/Eastern_Orthodox "Eastern Orthodox") (9,900),[\[237\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion2-244) [Brunstad Christian Church](https://en.wikipedia.org/wiki/Brunstad_Christian_Church "Brunstad Christian Church") (6,800),[\[237\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion2-244) [Seventh-day Adventists](https://en.wikipedia.org/wiki/Seventh-day_Adventists "Seventh-day Adventists") (5,100),[\[237\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion2-244) [Assyrians](https://en.wikipedia.org/wiki/Assyrian_people "Assyrian people") of the [ACOE](https://en.wikipedia.org/wiki/Assyrian_Church_of_the_East "Assyrian Church of the East") and the [Chaldean Catholic Church](https://en.wikipedia.org/wiki/Chaldean_Catholic_Church "Chaldean Catholic Church"), and others. The Swedish, Finnish and Icelandic Lutheran congregations in Norway have about 27,500 members in total.[\[237\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion2-244) Other Christian denominations comprise less than 1% each, including 4,000 members in [the Church of Jesus Christ of Latter-day Saints](https://en.wikipedia.org/wiki/The_Church_of_Jesus_Christ_of_Latter-day_Saints "The Church of Jesus Christ of Latter-day Saints") and 12,000 [Jehovah's Witnesses](https://en.wikipedia.org/wiki/Jehovah%27s_Witnesses "Jehovah's Witnesses").[\[237\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion2-244) Among non-Christian religions, [Islam](https://en.wikipedia.org/wiki/Islam_in_Norway "Islam in Norway") is the largest, with 166,861 registered members (2018), and probably fewer than 200,000 in total.[\[239\]](https://en.wikipedia.org/wiki/Norway#cite_note-autogenerated5-246) + +Other religions comprise less than 1% each, including 819 adherents of [Judaism](https://en.wikipedia.org/wiki/History_of_the_Jews_in_Norway "History of the Jews in Norway").[\[240\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion-247) Indian immigrants introduced Hinduism to Norway, which in 2011 has slightly more than 5,900 adherents, or 1% of non-Lutheran Norwegians.[\[240\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion-247) [Sikhism](https://en.wikipedia.org/wiki/Sikhism "Sikhism") has approximately 3,000 adherents, with most living in Oslo, which has two [gurdwaras](https://en.wikipedia.org/wiki/Gurdwara "Gurdwara"). Drammen also has a sizeable population of Sikhs; the largest gurdwara in north Europe was built in [Lier](https://en.wikipedia.org/wiki/Lier,_Norway "Lier, Norway"). There are eleven Buddhist organisations, grouped under the [Buddhistforbundet](https://en.wikipedia.org/wiki/Buddhist_Federation_of_Norway "Buddhist Federation of Norway") organisation, with slightly over 14,000 members,[\[240\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion-247) which make up 0.2% of the population. The [Baháʼí Faith](https://en.wikipedia.org/wiki/Bah%C3%A1%CA%BC%C3%AD_Faith "Baháʼí Faith") religion has slightly more than 1,000 adherents.[\[240\]](https://en.wikipedia.org/wiki/Norway#cite_note-Norwayreligion-247) Around 1.7% (84,500) of Norwegians belong to the secular [Norwegian Humanist Association](https://en.wikipedia.org/wiki/Norwegian_Humanist_Association "Norwegian Humanist Association"). + +From 2006 to 2011, the fastest-growing religious communities in Norway were [Eastern Orthodox Christianity](https://en.wikipedia.org/wiki/Eastern_Orthodoxy_in_Norway "Eastern Orthodoxy in Norway") and [Oriental Orthodox Christianity](https://en.wikipedia.org/wiki/Oriental_Orthodoxy_in_Norway "Oriental Orthodoxy in Norway"), which grew in membership by 80%; however, their share of the total population remains small, at 0.2%. It is associated with the immigration from Eritrea and Ethiopia, and to a lesser extent from [Central](https://en.wikipedia.org/wiki/Central_Europe "Central Europe") and Eastern European and Middle Eastern countries. Other fast-growing religions were [Roman Catholicism](https://en.wikipedia.org/wiki/Roman_Catholicism_in_Norway "Roman Catholicism in Norway") (78.7%), [Hinduism](https://en.wikipedia.org/wiki/Hinduism_in_Norway "Hinduism in Norway") (59.6%), [Islam](https://en.wikipedia.org/wiki/Islam_in_Norway "Islam in Norway") (48.1%), and [Buddhism](https://en.wikipedia.org/wiki/Buddhism_in_Norway "Buddhism in Norway") (46.7%).[\[241\]](https://en.wikipedia.org/wiki/Norway#cite_note-248) + +#### Indigenous religions + +As in other Scandinavian countries, the ancient Norse followed a form of [Germanic paganism](https://en.wikipedia.org/wiki/Germanic_paganism "Germanic paganism") known as [Norse paganism](https://en.wikipedia.org/wiki/Norse_paganism "Norse paganism"). By the end of the 11th century, when Norway had been [Christianised](https://en.wikipedia.org/wiki/Christianization_of_Scandinavia "Christianization of Scandinavia"), the indigenous Norse religion and practices were prohibited. Remnants of the native religion and beliefs of Norway survive today in the form of names, referential names of cities and locations, the days of the week, and everyday language. Modern interest in the old ways has led to a revival of pagan religious practices in the form of _[Åsatru](https://en.wikipedia.org/wiki/Germanic_Neopaganism "Germanic Neopaganism")._ The Norwegian _[Åsatrufellesskapet Bifrost](https://en.wikipedia.org/wiki/%C3%85satrufellesskapet_Bifrost "Åsatrufellesskapet Bifrost")_ formed in 1996; in 2011, the fellowship had about 300 members. _Foreningen Forn Sed_ was formed in 1999 and has been recognised by the Norwegian government. + +The Sámi minority retained their [shamanistic religion](https://en.wikipedia.org/wiki/S%C3%A1mi_shamanism "Sámi shamanism") well into the 18th century, when most converted to Christianity under the influence of Dano-Norwegian Lutheran [missionaries](https://en.wikipedia.org/wiki/Missionaries "Missionaries"). Today there is a renewed appreciation for the Sámi traditional way of life, which has led to a revival of _[Noaidevuohta](https://en.wikipedia.org/w/index.php?title=Noaidevuohta&action=edit&redlink=1 "Noaidevuohta (page does not exist)")_.[\[242\]](https://en.wikipedia.org/wiki/Norway#cite_note-249) Some Norwegian and Sámi celebrities are reported to visit [shamans](https://en.wikipedia.org/wiki/Shamans "Shamans") for guidance.[\[243\]](https://en.wikipedia.org/wiki/Norway#cite_note-250)[\[244\]](https://en.wikipedia.org/wiki/Norway#cite_note-251) + +### Health + +[![Image 242](https://upload.wikimedia.org/wikipedia/commons/thumb/9/9b/Life_expectancy_in_Norway.svg/220px-Life_expectancy_in_Norway.svg.png)](https://en.wikipedia.org/wiki/File:Life_expectancy_in_Norway.svg) + +Development of life expectancy in Norway + +Norway was awarded first place according to the UN's [Human Development Index](https://en.wikipedia.org/wiki/Human_Development_Index "Human Development Index") (HDI) for 2013.[\[245\]](https://en.wikipedia.org/wiki/Norway#cite_note-252) From the 1900s, improvements in public health occurred as a result of development in several areas such as social and [living conditions](https://en.wikipedia.org/wiki/Living_condition "Living condition"), changes in disease and medical outbreaks, establishment of the health care system, and emphasis on public health matters. [Vaccination](https://en.wikipedia.org/wiki/Vaccination "Vaccination") and increased treatment opportunities with antibiotics resulted in great improvements within the Norwegian population. Improved hygiene and better nutrition were factors that contributed to improved health. + +The disease pattern in Norway changed from communicable diseases to non-communicable diseases and chronic diseases as [cardiovascular disease](https://en.wikipedia.org/wiki/Cardiovascular_disease "Cardiovascular disease"). Inequalities and social differences are still present in public health in Norway.[\[246\]](https://en.wikipedia.org/wiki/Norway#cite_note-Folkehelse_i_Norge_1814_%E2%80%93_2014-253) + +In 2013 the infant mortality rate was 2.5 per 1,000 live births among children under the age of one. For girls it was 2.7 and for boys 2.3, which is the lowest infant mortality rate for boys ever recorded in Norway.[\[247\]](https://en.wikipedia.org/wiki/Norway#cite_note-254) + +### Education + +[![Image 243](https://upload.wikimedia.org/wikipedia/commons/thumb/4/49/NTNU.jpg/220px-NTNU.jpg)](https://en.wikipedia.org/wiki/File:NTNU.jpg) + +The main building of the [Norwegian University of Science and Technology](https://en.wikipedia.org/wiki/Norwegian_University_of_Science_and_Technology "Norwegian University of Science and Technology") in [Trondheim](https://en.wikipedia.org/wiki/Trondheim_(city) "Trondheim (city)") + +[Higher education in Norway](https://en.wikipedia.org/wiki/Higher_education_in_Norway "Higher education in Norway") is offered by a range of seven [universities](https://en.wikipedia.org/wiki/List_of_universities_in_Norway "List of universities in Norway"), five specialised colleges, 25 [university colleges](https://en.wikipedia.org/wiki/University_college "University college") as well as a range of private colleges. Education follows the [Bologna Process](https://en.wikipedia.org/wiki/Bologna_Process "Bologna Process") involving [Bachelor](https://en.wikipedia.org/wiki/Bachelor%27s_degree "Bachelor's degree") (3 years), [Master](https://en.wikipedia.org/wiki/Master%27s_degree "Master's degree") (2 years) and PhD (3 years) degrees.[\[248\]](https://en.wikipedia.org/wiki/Norway#cite_note-255) Acceptance is offered after finishing [upper secondary school](https://en.wikipedia.org/wiki/Education_in_Norway "Education in Norway") with general study competence. + +Public education is virtually free for citizens from EU/EEA and Switzerland, but other nationalities need to pay tuition fees.[\[249\]](https://en.wikipedia.org/wiki/Norway#cite_note-256)[\[250\]](https://en.wikipedia.org/wiki/Norway#cite_note-257)[\[251\]](https://en.wikipedia.org/wiki/Norway#cite_note-258) Higher education has historically been free for everyone regardless of nationality, but tuition fees for all students from outside EU/EEA and Switzerland was implemented in 2023.[\[252\]](https://en.wikipedia.org/wiki/Norway#cite_note-259)[\[253\]](https://en.wikipedia.org/wiki/Norway#cite_note-260) + +The academic year has two [semesters](https://en.wikipedia.org/wiki/Academic_term "Academic term"), from August to December and from January to June. The ultimate responsibility for the education lies with the [Norwegian Ministry of Education and Research](https://en.wikipedia.org/wiki/Norwegian_Ministry_of_Education_and_Research "Norwegian Ministry of Education and Research"). + +### Languages + +[![Image 244](https://upload.wikimedia.org/wikipedia/commons/thumb/3/30/Norske_M%C3%A5lgreiner.png/220px-Norske_M%C3%A5lgreiner.png)](https://en.wikipedia.org/wiki/File:Norske_M%C3%A5lgreiner.png) + +The map shows the division of the Norwegian dialects within the main groups. + +Norwegian in its two forms, [Bokmål](https://en.wikipedia.org/wiki/Bokm%C3%A5l "Bokmål") and [Nynorsk](https://en.wikipedia.org/wiki/Nynorsk "Nynorsk"), is the main national official language of all of Norway. Sámi, a group which includes three separate languages, is recognised as a minority language on the national level and is a co-official language alongside Norwegian in the Sámi administrative linguistic area (_Forvaltningsområdet for samisk språk_) in Northern Norway.[\[1\]](https://en.wikipedia.org/wiki/Norway#cite_note-LanguageCouncilSami-2) [Kven](https://en.wikipedia.org/wiki/Kven_language "Kven language") is a minority language and is a co-official language alongside Norwegian in one municipality, also in Northern Norway.[\[254\]](https://en.wikipedia.org/wiki/Norway#cite_note-261)[\[255\]](https://en.wikipedia.org/wiki/Norway#cite_note-262)[\[256\]](https://en.wikipedia.org/wiki/Norway#cite_note-263) + +#### Norwegian + +Norwegian is a [North Germanic](https://en.wikipedia.org/wiki/North_Germanic_languages "North Germanic languages") language descended from [Old Norse](https://en.wikipedia.org/wiki/Old_Norse "Old Norse"). It is the main national language of Norway and is spoken throughout the country. Norwegian is spoken natively by over 5 million people mainly in Norway, but is generally understood throughout [Scandinavia](https://en.wikipedia.org/wiki/Scandinavia "Scandinavia") and to a lesser degree other [Nordic countries](https://en.wikipedia.org/wiki/Nordic_countries "Nordic countries"). It has two official written forms, _[Bokmål](https://en.wikipedia.org/wiki/Bokm%C3%A5l "Bokmål")_ and _[Nynorsk](https://en.wikipedia.org/wiki/Nynorsk "Nynorsk")_. Both are used in public administration, schools, churches, and media. Bokmål is the written language used by a majority of about 85%. Around 95% of the population speak Norwegian as their first or native language, although many speak dialects that may differ significantly from the written languages. Norwegian dialects are mutually intelligible, although listeners with limited exposure to dialects other than their own may struggle with certain phrases and pronunciations. + +Norwegian is closely related to and generally mutually intelligible with its neighbour [Scandinavian languages](https://en.wikipedia.org/wiki/North_Germanic_languages "North Germanic languages"); [Danish](https://en.wikipedia.org/wiki/Danish_language "Danish language") and [Swedish](https://en.wikipedia.org/wiki/Swedish_language "Swedish language"), and the three main Scandinavian languages thus form both a [dialect continuum](https://en.wikipedia.org/wiki/Dialect_continuum "Dialect continuum") and a larger language community with about 25 million speakers. All three languages are commonly employed in communication among inhabitants of the Scandinavian countries. As a result of the co-operation within the [Nordic Council](https://en.wikipedia.org/wiki/Nordic_Council "Nordic Council"), inhabitants of all Nordic countries always have the right to communicate with Norwegian authorities in Danish or Swedish as equal alternatives to Norwegian.[\[257\]](https://en.wikipedia.org/wiki/Norway#cite_note-264) In the 19th and 20th centuries, the Norwegian language was subject to [strong political and cultural controversies](https://en.wikipedia.org/wiki/Norwegian_language_conflict "Norwegian language conflict"). This led to the development of Nynorsk in the 19th century and to the formation of alternative spelling standards in the 20th century. + +#### Sámi and Kven + +Several [Uralic](https://en.wikipedia.org/wiki/Uralic_languages "Uralic languages") Sámi languages, which are related but not generally mutually intelligible, are traditionally spoken by the Sámi people primarily in Northern Norway and to much lesser extent in some parts of Central Norway. Around 15,000 people have officially registered as Sámi in the Sámi census (_Samemanntallet_), but the number of people of recent Sámi heritage is often estimated at 50,000 people. The number of people who have some knowledge of Northern Sámi, including as a second language, is estimated at 25,000 people, but only a minority are native speakers. The other Sámi languages are heavily endangered and spoken by at most a few hundred people. Most people of Sámi heritage are today native speakers of Norwegian as a result of past assimilation policies.[\[258\]](https://en.wikipedia.org/wiki/Norway#cite_note-265) + +Speakers have a right to be educated and to receive communication from the government in their own language in a special _forvaltningsområde_ (administrative area) for Sámi languages.[\[259\]](https://en.wikipedia.org/wiki/Norway#cite_note-266)[\[260\]](https://en.wikipedia.org/wiki/Norway#cite_note-267) The [Kven](https://en.wikipedia.org/wiki/Kven_people "Kven people") minority historically spoke the Uralic [Kven language](https://en.wikipedia.org/wiki/Kven_language "Kven language") (considered a separate language in Norway, but generally perceived as a Finnish dialect in Finland). Today the majority of ethnic Kven have little or no knowledge of the language.[\[261\]](https://en.wikipedia.org/wiki/Norway#cite_note-268) As Norway has ratified the [European Charter for Regional or Minority Languages](https://en.wikipedia.org/wiki/European_Charter_for_Regional_or_Minority_Languages "European Charter for Regional or Minority Languages") (ECRML) the Kven language together with [Romani](https://en.wikipedia.org/wiki/Romani_language "Romani language") and [Scandoromani language](https://en.wikipedia.org/wiki/Scandoromani_language "Scandoromani language") has become officially recognised minority languages.[\[262\]](https://en.wikipedia.org/wiki/Norway#cite_note-269)[\[263\]](https://en.wikipedia.org/wiki/Norway#cite_note-270) + +#### Other languages + +Some supporters have also advocated making [Norwegian Sign Language](https://en.wikipedia.org/wiki/Norwegian_Sign_Language "Norwegian Sign Language") an official language.[\[264\]](https://en.wikipedia.org/wiki/Norway#cite_note-271)[\[265\]](https://en.wikipedia.org/wiki/Norway#cite_note-272) + +The primary foreign language taught in Norwegian schools is English, and the majority of the population, especially those born after World War II, is fairly fluent in English. German, French and Spanish are also commonly taught as second or, more often, third languages. Russian, Japanese, Italian, [Latin](https://en.wikipedia.org/wiki/Latin "Latin"), and rarely [Chinese (Mandarin)](https://en.wikipedia.org/wiki/Standard_Mandarin "Standard Mandarin") are offered in some schools, mostly in the cities. Traditionally, English, German and French were considered the main foreign languages in Norway. These languages, for instance, were used on [Norwegian passports](https://en.wikipedia.org/wiki/Norwegian_passport "Norwegian passport") until the 1990s, and university students have a general right to use these languages when submitting their theses. + +90% of Norwegians are fluent in English.[\[266\]](https://en.wikipedia.org/wiki/Norway#cite_note-273) + +Culture +------- + +[![Image 245](https://upload.wikimedia.org/wikipedia/commons/thumb/c/c7/Wilhelmine_Seippel.jpg/220px-Wilhelmine_Seippel.jpg)](https://en.wikipedia.org/wiki/File:Wilhelmine_Seippel.jpg) + +Traditional Norwegian farmer's costumes, known as _folkedrakt_, and modern costumes inspired by those costumes, known as _[bunad](https://en.wikipedia.org/wiki/Bunad "Bunad")_, are widely used on special occasions. + +The Norwegian farm culture continues to play a role in contemporary Norwegian culture. In the 19th century, it inspired a strong [romantic nationalistic](https://en.wikipedia.org/wiki/Norwegian_romantic_nationalism "Norwegian romantic nationalism") movement, which is still visible in the [Norwegian language](https://en.wikipedia.org/wiki/Norwegian_language "Norwegian language") and [media](https://en.wikipedia.org/wiki/Category:Mass_media_in_Norway "Category:Mass media in Norway"). Norwegian culture expanded with nationalist efforts to achieve an independent identity in the areas of literature, art and music. This continues today in the performing arts and as a result of government support for exhibitions, cultural projects and artwork.[\[267\]](https://en.wikipedia.org/wiki/Norway#cite_note-274) + +### Cinema + +Norwegian cinema has received international recognition. The documentary film _[Kon-Tiki](https://en.wikipedia.org/wiki/Kon-Tiki_(1950_film) "Kon-Tiki (1950 film)")_ (1950) won an [Academy Award](https://en.wikipedia.org/wiki/Academy_Awards "Academy Awards"). Another notable film is _[The Pinchcliffe Grand Prix](https://en.wikipedia.org/wiki/The_Pinchcliffe_Grand_Prix "The Pinchcliffe Grand Prix")_, an animated feature film directed by [Ivo Caprino](https://en.wikipedia.org/wiki/Ivo_Caprino "Ivo Caprino"). The film was released in 1975 and is the most widely seen Norwegian film of all time.\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] [Nils Gaup](https://en.wikipedia.org/wiki/Nils_Gaup "Nils Gaup")'s _[Pathfinder](https://en.wikipedia.org/wiki/Pathfinder_(1987_film) "Pathfinder (1987 film)")_ (1987), the story of the [Sámi](https://en.wikipedia.org/wiki/S%C3%A1mi_people "Sámi people"), was nominated for an Oscar. [Berit Nesheim](https://en.wikipedia.org/wiki/Berit_Nesheim "Berit Nesheim")'s _[The Other Side of Sunday](https://en.wikipedia.org/wiki/The_Other_Side_of_Sunday "The Other Side of Sunday")_ was nominated for an Oscar in 1997. + +[![Image 246](https://upload.wikimedia.org/wikipedia/commons/thumb/a/ab/The_Monn_Keys_%28cropped%29_-_Egil_Monn-Iversen.jpg/180px-The_Monn_Keys_%28cropped%29_-_Egil_Monn-Iversen.jpg)](https://en.wikipedia.org/wiki/File:The_Monn_Keys_(cropped)_-_Egil_Monn-Iversen.jpg) + +[Egil Ragnar Monn-Iversen](https://en.wikipedia.org/wiki/Egil_Monn-Iversen "Egil Monn-Iversen") had so much influence in Norwegian culture that he received the nickname _the Godfather_. + +Since the 1990s, the film industry has expanded, producing up to 20 feature films each year. Particular successes were _[Kristin Lavransdatter](https://en.wikipedia.org/wiki/Kristin_Lavransdatter "Kristin Lavransdatter")_, based on a novel by a Nobel Prize winner; _[The Telegraphist](https://en.wikipedia.org/wiki/The_Telegraphist "The Telegraphist")_ and _[Gurin with the Foxtail](https://en.wikipedia.org/wiki/Gurin_with_the_Foxtail "Gurin with the Foxtail")_. [Knut Erik Jensen](https://en.wikipedia.org/wiki/Knut_Erik_Jensen "Knut Erik Jensen") was among the more successful new directors, together with [Erik Skjoldbjærg](https://en.wikipedia.org/wiki/Erik_Skjoldbj%C3%A6rg "Erik Skjoldbjærg"), who is remembered for _[Insomnia](https://en.wikipedia.org/wiki/Insomnia_(1997_film) "Insomnia (1997 film)")_.[\[268\]](https://en.wikipedia.org/wiki/Norway#cite_note-275) _[Elling](https://en.wikipedia.org/wiki/Elling "Elling")_ and the 2012 adaption of [_Kon-Tiki_](https://en.wikipedia.org/wiki/Kon-Tiki_(2012_film) "Kon-Tiki (2012 film)") was nominated for an Oscar for the best foreign language film. The TV-series [_Skam_](https://en.wikipedia.org/wiki/Skam_(TV_series) "Skam (TV series)") created by [Julie Andem](https://en.wikipedia.org/wiki/Julie_Andem "Julie Andem") received a cult following and international recognition, with many countries making their own adaptations. + +Norwegian directors such as [Joachim Rønning](https://en.wikipedia.org/wiki/Joachim_R%C3%B8nning "Joachim Rønning"), [Anja Breien](https://en.wikipedia.org/wiki/Anja_Breien "Anja Breien"), [Espen Sandberg](https://en.wikipedia.org/wiki/Espen_Sandberg "Espen Sandberg"), [Liv Ullmann](https://en.wikipedia.org/wiki/Liv_Ullmann "Liv Ullmann") and [Morten Tyldum](https://en.wikipedia.org/wiki/Morten_Tyldum "Morten Tyldum") have made internationally successful movies such as _[The Imitation Game](https://en.wikipedia.org/wiki/The_Imitation_Game "The Imitation Game")_, [_Passengers_](https://en.wikipedia.org/wiki/Passengers_(2016_film) "Passengers (2016 film)"), [_Pirates of the Caribbean: Salazar's Revenge_](https://en.wikipedia.org/wiki/Pirates_of_the_Caribbean:_Dead_Men_Tell_No_Tales "Pirates of the Caribbean: Dead Men Tell No Tales") and _[Maleficent: Mistress of Evil](https://en.wikipedia.org/wiki/Maleficent:_Mistress_of_Evil "Maleficent: Mistress of Evil")_, as well as the TV series [_Jack Ryan_](https://en.wikipedia.org/wiki/Jack_Ryan_(TV_series) "Jack Ryan (TV series)") and [_Marco Polo_](https://en.wikipedia.org/wiki/Marco_Polo_(2014_TV_series) "Marco Polo (2014 TV series)"). Composers include [Thomas Bergersen](https://en.wikipedia.org/wiki/Thomas_Bergersen "Thomas Bergersen"), who composed for [_Avatar_](https://en.wikipedia.org/wiki/Avatar_(2009_film) "Avatar (2009 film)"), _[The Dark Knight](https://en.wikipedia.org/wiki/The_Dark_Knight "The Dark Knight")_, [_Harry Potter_](https://en.wikipedia.org/wiki/Harry_Potter_(film_series) "Harry Potter (film series)") and [_Narnia_](https://en.wikipedia.org/wiki/The_Chronicles_of_Narnia_(film_series) "The Chronicles of Narnia (film series)"). [Egil Monn-Iversen](https://en.wikipedia.org/wiki/Egil_Monn-Iversen "Egil Monn-Iversen") has been one of the most influential modern composers in Norway, having composed scores to over 100 Norwegian movies and TV series. + +Norway has been used as filming location for Hollywood and other international productions, including [Star Wars](https://en.wikipedia.org/wiki/Star_Wars "Star Wars") _[The Empire Strikes Back](https://en.wikipedia.org/wiki/The_Empire_Strikes_Back "The Empire Strikes Back")_ (1980). Among the thousands of movies filmed in Norway include _[Die Another Day](https://en.wikipedia.org/wiki/Die_Another_Day "Die Another Day")_, _[No Time to Die](https://en.wikipedia.org/wiki/No_Time_to_Die "No Time to Die")_, _[The Golden Compass](https://en.wikipedia.org/wiki/The_Golden_Compass_(film) "The Golden Compass (film)")_, _[Spies Like Us](https://en.wikipedia.org/wiki/Spies_Like_Us "Spies Like Us")_, _[Mission: Impossible – Fallout](https://en.wikipedia.org/wiki/Mission:_Impossible_%E2%80%93_Fallout "Mission: Impossible – Fallout")_ and _[Mission: Impossible – Dead Reckoning Part One](https://en.wikipedia.org/wiki/Mission:_Impossible_%E2%80%93_Dead_Reckoning_Part_One "Mission: Impossible – Dead Reckoning Part One")_, [_Black Widow_](https://en.wikipedia.org/wiki/Black_Widow_(2021_film) "Black Widow (2021 film)"), [_Tenet_](https://en.wikipedia.org/wiki/Tenet_(film) "Tenet (film)"), _[Harry Potter and the Half-Blood Prince](https://en.wikipedia.org/wiki/Harry_Potter_and_the_Half-Blood_Prince_(film) "Harry Potter and the Half-Blood Prince (film)")_ and _[Heroes of Telemark](https://en.wikipedia.org/wiki/The_Heroes_of_Telemark "The Heroes of Telemark"),_ as well as the TV series _[Lilyhammer](https://en.wikipedia.org/wiki/Lilyhammer "Lilyhammer")_ and _[Vikings](https://en.wikipedia.org/wiki/Vikings_(2013_TV_series) "Vikings (2013 TV series)")_.[\[269\]](https://en.wikipedia.org/wiki/Norway#cite_note-276) + +### Music + +[![Image 247](https://upload.wikimedia.org/wikipedia/commons/thumb/c/c0/Edvard_Grieg_%281888%29_by_Elliot_and_Fry_-_02.jpg/170px-Edvard_Grieg_%281888%29_by_Elliot_and_Fry_-_02.jpg)](https://en.wikipedia.org/wiki/File:Edvard_Grieg_(1888)_by_Elliot_and_Fry_-_02.jpg) + +[Edvard Grieg](https://en.wikipedia.org/wiki/Edvard_Grieg "Edvard Grieg"), composer and pianist + +The classical music of the [romantic](https://en.wikipedia.org/wiki/Romanticism "Romanticism") composers [Edvard Grieg](https://en.wikipedia.org/wiki/Edvard_Grieg "Edvard Grieg"), [Rikard Nordraak](https://en.wikipedia.org/wiki/Rikard_Nordraak "Rikard Nordraak") and [Johan Svendsen](https://en.wikipedia.org/wiki/Johan_Svendsen "Johan Svendsen") is internationally known, as is the modern music of [Arne Nordheim](https://en.wikipedia.org/wiki/Arne_Nordheim "Arne Nordheim"). Norway's classical performers include [Leif Ove Andsnes](https://en.wikipedia.org/wiki/Leif_Ove_Andsnes "Leif Ove Andsnes"), a pianist; [Truls Mørk](https://en.wikipedia.org/wiki/Truls_M%C3%B8rk "Truls Mørk"), an outstanding [cellist](https://en.wikipedia.org/wiki/Cellist "Cellist"); and the [Wagnerian](https://en.wikipedia.org/wiki/Wagnerian "Wagnerian") soprano [Kirsten Flagstad](https://en.wikipedia.org/wiki/Kirsten_Flagstad "Kirsten Flagstad").\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] + +The [Norwegian ballad tradition](https://en.wikipedia.org/wiki/Scandinavian_ballad_tradition "Scandinavian ballad tradition"), known as the "ballad wave" (Norwegian: _visebølgen_), started as a cultural movement in the 1960s, greatly inspired by the Swedish ballad tradition and its modern representatives such as [Olle Adolphson](https://en.wikipedia.org/wiki/Olle_Adolphson "Olle Adolphson") and [Cornelis Vreeswijk](https://en.wikipedia.org/wiki/Cornelis_Vreeswijk "Cornelis Vreeswijk"). Some of its prominent representatives are [Ole Paus](https://en.wikipedia.org/wiki/Ole_Paus "Ole Paus"), [Lillebjørn Nilsen](https://en.wikipedia.org/wiki/Lillebj%C3%B8rn_Nilsen "Lillebjørn Nilsen") and [Finn Kalvik](https://en.wikipedia.org/wiki/Finn_Kalvik "Finn Kalvik").[\[270\]](https://en.wikipedia.org/wiki/Norway#cite_note-277) + +The jazz scene is thriving. [Jan Garbarek](https://en.wikipedia.org/wiki/Jan_Garbarek "Jan Garbarek"), [Terje Rypdal](https://en.wikipedia.org/wiki/Terje_Rypdal "Terje Rypdal"), [Mari Boine](https://en.wikipedia.org/wiki/Mari_Boine "Mari Boine"), [Arild Andersen](https://en.wikipedia.org/wiki/Arild_Andersen "Arild Andersen") and [Bugge Wesseltoft](https://en.wikipedia.org/wiki/Bugge_Wesseltoft "Bugge Wesseltoft") are internationally recognised while [Paal Nilssen-Love](https://en.wikipedia.org/wiki/Paal_Nilssen-Love "Paal Nilssen-Love"), [Supersilent](https://en.wikipedia.org/wiki/Supersilent "Supersilent"), [Jaga Jazzist](https://en.wikipedia.org/wiki/Jaga_Jazzist "Jaga Jazzist") and [Wibutee](https://en.wikipedia.org/wiki/Wibutee "Wibutee") are becoming world-class artists.[\[271\]](https://en.wikipedia.org/wiki/Norway#cite_note-278) + +Norway has a strong [folk music](https://en.wikipedia.org/wiki/Folk_music "Folk music") tradition which remains popular.[\[272\]](https://en.wikipedia.org/wiki/Norway#cite_note-279) Among the most prominent folk musicians are [Hardanger fiddlers](https://en.wikipedia.org/wiki/Hardanger_fiddle "Hardanger fiddle") [Andrea Een](https://en.wikipedia.org/wiki/Andrea_Een "Andrea Een"), [Olav Jørgen Hegge](https://en.wikipedia.org/wiki/Olav_J%C3%B8rgen_Hegge "Olav Jørgen Hegge") and [Annbjørg Lien](https://en.wikipedia.org/wiki/Annbj%C3%B8rg_Lien "Annbjørg Lien"), and the vocalists [Agnes Buen Garnås](https://en.wikipedia.org/wiki/Agnes_Buen_Garn%C3%A5s "Agnes Buen Garnås"), [Kirsten Bråten Berg](https://en.wikipedia.org/wiki/Kirsten_Br%C3%A5ten_Berg "Kirsten Bråten Berg") and [Odd Nordstoga](https://en.wikipedia.org/wiki/Odd_Nordstoga "Odd Nordstoga"). + +[Norwegian black metal](https://en.wikipedia.org/wiki/Early_Norwegian_black_metal_scene "Early Norwegian black metal scene"), a form of [rock music in Norway](https://en.wikipedia.org/wiki/Rock_music_in_Norway "Rock music in Norway"), has been an influence in world music since the late 20th century.\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] Since the 1990s, Norway's export of [black metal](https://en.wikipedia.org/wiki/Black_metal "Black metal") has been developed by such bands as [Emperor](https://en.wikipedia.org/wiki/Emperor_(band) "Emperor (band)"), [Darkthrone](https://en.wikipedia.org/wiki/Darkthrone "Darkthrone"), [Gorgoroth](https://en.wikipedia.org/wiki/Gorgoroth "Gorgoroth"), [Mayhem](https://en.wikipedia.org/wiki/Mayhem_(band) "Mayhem (band)"), [Burzum](https://en.wikipedia.org/wiki/Burzum "Burzum") and [Immortal](https://en.wikipedia.org/wiki/Immortal_(band) "Immortal (band)"). Bands such as [Enslaved](https://en.wikipedia.org/wiki/Enslaved_(band) "Enslaved (band)"), [Kvelertak](https://en.wikipedia.org/wiki/Kvelertak "Kvelertak"), [Dimmu Borgir](https://en.wikipedia.org/wiki/Dimmu_Borgir "Dimmu Borgir") and [Satyricon](https://en.wikipedia.org/wiki/Satyricon_(band) "Satyricon (band)") have evolved the genre while still garnering worldwide fans. + +Notable female solo artists from Norway include [Susanne Sundfør](https://en.wikipedia.org/wiki/Susanne_Sundf%C3%B8r "Susanne Sundfør"), [Sigrid](https://en.wikipedia.org/wiki/Sigrid_(singer) "Sigrid (singer)"), [Astrid S](https://en.wikipedia.org/wiki/Astrid_S "Astrid S"), [Adelén](https://en.wikipedia.org/wiki/Adel%C3%A9n "Adelén"), [Julie Bergan](https://en.wikipedia.org/wiki/Julie_Bergan "Julie Bergan"), [Maria Mena](https://en.wikipedia.org/wiki/Maria_Mena "Maria Mena"), [Tone Damli](https://en.wikipedia.org/wiki/Tone_Damli "Tone Damli"), [Margaret Berger](https://en.wikipedia.org/wiki/Margaret_Berger "Margaret Berger"), [Lene Marlin](https://en.wikipedia.org/wiki/Lene_Marlin "Lene Marlin"), [Christel Alsos](https://en.wikipedia.org/wiki/Christel_Alsos "Christel Alsos"), [Maria Arredondo](https://en.wikipedia.org/wiki/Maria_Arredondo "Maria Arredondo"), [Marion Raven](https://en.wikipedia.org/wiki/Marion_Raven "Marion Raven") and [Marit Larsen](https://en.wikipedia.org/wiki/Marit_Larsen "Marit Larsen") (both former members of the defunct pop-rock band [M2M](https://en.wikipedia.org/wiki/M2M_(band) "M2M (band)")), [Lene Nystrøm](https://en.wikipedia.org/wiki/Lene_Nystr%C3%B8m "Lene Nystrøm") (vocalist of the Danish Eurodance group [Aqua](https://en.wikipedia.org/wiki/Aqua_(band) "Aqua (band)")) and [Anni-Frid Lyngstad](https://en.wikipedia.org/wiki/Anni-Frid_Lyngstad "Anni-Frid Lyngstad") (vocalist of the Swedish pop group [ABBA](https://en.wikipedia.org/wiki/ABBA "ABBA")). Norwegian songwriters and producers for international artists include [Stargate](https://en.wikipedia.org/wiki/Stargate_(production_team) "Stargate (production team)"), [Espen Lind](https://en.wikipedia.org/wiki/Espen_Lind "Espen Lind"), [Lene Marlin](https://en.wikipedia.org/wiki/Lene_Marlin "Lene Marlin") and [Ina Wroldsen](https://en.wikipedia.org/wiki/Ina_Wroldsen "Ina Wroldsen"). + +Norway has been a constant competitor in the [Eurovision Song Contest](https://en.wikipedia.org/wiki/Eurovision_Song_Contest "Eurovision Song Contest"), participating 62 times. Since its first participation in 1960, Norway has won the competition three times: [Bobbysocks](https://en.wikipedia.org/wiki/Bobbysocks "Bobbysocks")'s win in [1985](https://en.wikipedia.org/wiki/Eurovision_Song_Contest_1985 "Eurovision Song Contest 1985"), [Secret Garden](https://en.wikipedia.org/wiki/Secret_Garden_(duo) "Secret Garden (duo)")'s win in [1995](https://en.wikipedia.org/wiki/Eurovision_Song_Contest_1995 "Eurovision Song Contest 1995") and [Alexander Rybak](https://en.wikipedia.org/wiki/Alexander_Rybak "Alexander Rybak")'s win in [2009](https://en.wikipedia.org/wiki/Eurovision_Song_Contest_2009 "Eurovision Song Contest 2009").[\[273\]](https://en.wikipedia.org/wiki/Norway#cite_note-280) Alexander Rybak's win in 2009 with his song [Fairytale](https://en.wikipedia.org/wiki/Fairytale_(Alexander_Rybak_song) "Fairytale (Alexander Rybak song)") was a major win in Eurovision's history as it scored the biggest margin of victory ever.[\[274\]](https://en.wikipedia.org/wiki/Norway#cite_note-281) The song was an international hit, peaking at number one in several countries.[\[275\]](https://en.wikipedia.org/wiki/Norway#cite_note-Hung_2009_c028-282) + +Norway enjoys many music festivals throughout the year, all over the country. Norway is the host of one of the world's biggest [extreme sport](https://en.wikipedia.org/wiki/Extreme_sport "Extreme sport") festivals with music, [Ekstremsportveko](https://en.wikipedia.org/wiki/Ekstremsportveko "Ekstremsportveko")—a festival held annually in [Voss](https://en.wikipedia.org/wiki/Voss "Voss"). Oslo is the host of many festivals, such as [Øyafestivalen](https://en.wikipedia.org/wiki/%C3%98yafestivalen "Øyafestivalen") and [by:Larm](https://en.wikipedia.org/wiki/By:Larm "By:Larm"). Oslo used to have a summer parade similar to the German [Love Parade](https://en.wikipedia.org/wiki/Love_Parade "Love Parade"). In 1992, the city of Oslo wanted to adopt the French music festival _Fête de la Musique_. [Fredrik Carl Størmer](https://en.wikipedia.org/wiki/Fredrik_Carl_St%C3%B8rmer "Fredrik Carl Størmer") established the festival. From its first year, "Musikkens Dag" gathered thousands of people and artists in the streets of Oslo. "Musikkens Dag" is now renamed _Musikkfest Oslo_.\[_[citation needed](https://en.wikipedia.org/wiki/Wikipedia:Citation_needed "Wikipedia:Citation needed")_\] + +### Literature + +[![Image 248](https://upload.wikimedia.org/wikipedia/commons/thumb/a/a6/Henrik_Ibsen_av_Eilif_Peterssen_1895.jpg/220px-Henrik_Ibsen_av_Eilif_Peterssen_1895.jpg)](https://en.wikipedia.org/wiki/File:Henrik_Ibsen_av_Eilif_Peterssen_1895.jpg) + +[Henrik Ibsen](https://en.wikipedia.org/wiki/Henrik_Ibsen "Henrik Ibsen"), the most frequently performed dramatist in the world after [Shakespeare](https://en.wikipedia.org/wiki/William_Shakespeare "William Shakespeare"). + +The history of Norwegian literature starts with the [pagan](https://en.wikipedia.org/wiki/Norse_paganism "Norse paganism") [Eddaic poems](https://en.wikipedia.org/wiki/Poetic_Edda "Poetic Edda") and [skaldic](https://en.wikipedia.org/wiki/Skald "Skald") verse of the ninth and tenth centuries, with poets such as [Bragi Boddason](https://en.wikipedia.org/wiki/Bragi_Boddason "Bragi Boddason") and [Eyvindr skáldaspillir](https://en.wikipedia.org/wiki/Eyvindr_sk%C3%A1ldaspillir "Eyvindr skáldaspillir"). The arrival of Christianity around the year 1000 brought Norway into contact with European medieval learning, [hagiography](https://en.wikipedia.org/wiki/Hagiography "Hagiography") and history writing. Merged with native oral tradition and Icelandic influence, this influenced the literature written in the late 12th and early 13th centuries. Major works of that period include _[Historia Norwegiæ](https://en.wikipedia.org/wiki/Historia_Norwegi%C3%A6 "Historia Norwegiæ")_, _[Þiðrekssaga](https://en.wikipedia.org/wiki/%C3%9Ei%C3%B0rekssaga "Þiðrekssaga")_ and _[Konungs skuggsjá](https://en.wikipedia.org/wiki/Konungs_skuggsj%C3%A1 "Konungs skuggsjá")_. + +Little Norwegian literature came out of the period of the Scandinavian Union and the subsequent Dano-Norwegian union (1387–1814), with some notable exceptions such as [Petter Dass](https://en.wikipedia.org/wiki/Petter_Dass "Petter Dass") and [Ludvig Holberg](https://en.wikipedia.org/wiki/Ludvig_Holberg "Ludvig Holberg"). During the union with Denmark, the government imposed using only written Danish, which decreased the writing of Norwegian literature. + +Two major events precipitated a major resurgence in Norwegian literature: in 1811 a Norwegian university was established in [Christiania](https://en.wikipedia.org/wiki/Oslo "Oslo"), and in 1814 the Norwegians created their first [Constitution](https://en.wikipedia.org/wiki/Constitution_of_Norway "Constitution of Norway"). Authors were inspired and became recognised first in Scandinavia, and then worldwide; among them were [Henrik Wergeland](https://en.wikipedia.org/wiki/Henrik_Wergeland "Henrik Wergeland"), [Peter Christen Asbjørnsen](https://en.wikipedia.org/wiki/Peter_Christen_Asbj%C3%B8rnsen "Peter Christen Asbjørnsen"), [Jørgen Moe](https://en.wikipedia.org/wiki/J%C3%B8rgen_Moe "Jørgen Moe") and [Camilla Collett](https://en.wikipedia.org/wiki/Camilla_Collett "Camilla Collett"). + +By the late 19th century, in the [Golden Age](https://en.wikipedia.org/wiki/Golden_Age "Golden Age") of Norwegian literature, the so-called "Great Four" emerged: [Henrik Ibsen](https://en.wikipedia.org/wiki/Henrik_Ibsen "Henrik Ibsen"), [Bjørnstjerne Bjørnson](https://en.wikipedia.org/wiki/Bj%C3%B8rnstjerne_Bj%C3%B8rnson "Bjørnstjerne Bjørnson"), [Alexander Kielland](https://en.wikipedia.org/wiki/Alexander_Kielland "Alexander Kielland"), and [Jonas Lie](https://en.wikipedia.org/wiki/Jonas_Lie_(writer) "Jonas Lie (writer)"). Bjørnson's "peasant novels", such as _Ein glad gut_ (A Happy Boy) and _Synnøve Solbakken_, are typical of the [Norwegian romantic nationalism](https://en.wikipedia.org/wiki/Norwegian_romantic_nationalism "Norwegian romantic nationalism") of their day. Kielland's novels and short stories are mostly naturalistic. Although an important contributor to early romantic nationalism, (especially _[Peer Gynt](https://en.wikipedia.org/wiki/Peer_Gynt "Peer Gynt")_), [Henrik Ibsen](https://en.wikipedia.org/wiki/Henrik_Ibsen "Henrik Ibsen") is better known for his pioneering realistic dramas such as _[The Wild Duck](https://en.wikipedia.org/wiki/The_Wild_Duck "The Wild Duck")_ and _[A Doll's House](https://en.wikipedia.org/wiki/A_Doll%27s_House "A Doll's House")._ + +In the 20th century, three Norwegian novelists were awarded the [Nobel Prize in Literature](https://en.wikipedia.org/wiki/Nobel_Prize_in_Literature "Nobel Prize in Literature"): [Bjørnstjerne Bjørnson](https://en.wikipedia.org/wiki/Bj%C3%B8rnstjerne_Bj%C3%B8rnson "Bjørnstjerne Bjørnson") in 1903, [Knut Hamsun](https://en.wikipedia.org/wiki/Knut_Hamsun "Knut Hamsun") for the book _Markens grøde_ ("[Growth of the Soil](https://en.wikipedia.org/wiki/Growth_of_the_Soil "Growth of the Soil")") in 1920, and [Sigrid Undset](https://en.wikipedia.org/wiki/Sigrid_Undset "Sigrid Undset") (known for _[Kristin Lavransdatter](https://en.wikipedia.org/wiki/Kristin_Lavransdatter "Kristin Lavransdatter")_) in 1928. + +### Architecture + +[![Image 249](https://upload.wikimedia.org/wikipedia/commons/thumb/0/09/Urnesstavkirke.jpg/220px-Urnesstavkirke.jpg)](https://en.wikipedia.org/wiki/File:Urnesstavkirke.jpg) + +The [Urnes Stave Church](https://en.wikipedia.org/wiki/Urnes_Stave_Church "Urnes Stave Church") has been listed by [UNESCO](https://en.wikipedia.org/wiki/UNESCO "UNESCO") as a [World Heritage Site](https://en.wikipedia.org/wiki/World_Heritage_Site "World Heritage Site"). + +[![Image 250](https://upload.wikimedia.org/wikipedia/commons/thumb/c/cd/Dalen_Hotell_IMG_4773.jpg/220px-Dalen_Hotell_IMG_4773.jpg)](https://en.wikipedia.org/wiki/File:Dalen_Hotell_IMG_4773.jpg) + +[Dalen Hotel](https://en.wikipedia.org/wiki/Dalen_Hotel "Dalen Hotel") in [Telemark](https://en.wikipedia.org/wiki/Telemark "Telemark") built in [Dragon Style](https://en.wikipedia.org/wiki/Dragestil "Dragestil"), a style of design architecture that originated during the [Norwegian romantic nationalism](https://en.wikipedia.org/wiki/Norwegian_romantic_nationalism "Norwegian romantic nationalism"). + +With expansive forests, Norway has long had a tradition of building in wood. Many of today's most interesting new buildings are made of wood, reflecting the strong appeal that this material continues to hold for Norwegian designers and builders.[\[276\]](https://en.wikipedia.org/wiki/Norway#cite_note-283) + +With Norway's conversion to Christianity, churches were built. Stonework architecture was introduced from Europe for the most important structures, beginning with the construction of [Nidaros Cathedral](https://en.wikipedia.org/wiki/Nidaros_Cathedral "Nidaros Cathedral") in [Trondheim](https://en.wikipedia.org/wiki/Trondheim_(city) "Trondheim (city)"). In the early [Middle Ages](https://en.wikipedia.org/wiki/Middle_Ages "Middle Ages"), wooden [stave churches](https://en.wikipedia.org/wiki/Stave_church "Stave church") were constructed throughout Norway. Some of them have survived; they represent Norway's most unusual contribution to architectural history. [Urnes Stave Church](https://en.wikipedia.org/wiki/Urnes_Stave_Church "Urnes Stave Church") in inner [Sognefjord](https://en.wikipedia.org/wiki/Sognefjord "Sognefjord") is on [UNESCO](https://en.wikipedia.org/wiki/UNESCO "UNESCO")'s [World Heritage List](https://en.wikipedia.org/wiki/World_Heritage_List "World Heritage List"). Another notable example of wooden architecture is the buildings at [Bryggen](https://en.wikipedia.org/wiki/Bryggen "Bryggen") Wharf in Bergen, also on the list for World Cultural Heritage sites, consisting of a row of tall, narrow wooden structures along the quayside. + +In the 17th century, under the Danish monarchy, cities and villages such as [Kongsberg](https://en.wikipedia.org/wiki/Kongsberg_(town) "Kongsberg (town)") and [Røros](https://en.wikipedia.org/wiki/R%C3%B8ros_(town) "Røros (town)") were established. The city Kongsberg had a church built in the Baroque style. Traditional wooden buildings that were constructed in Røros have survived. + +After Norway's union with Denmark was dissolved in 1814, Oslo became the capital. The architect [Christian H. Grosch](https://en.wikipedia.org/wiki/Christian_Heinrich_Grosch "Christian Heinrich Grosch") designed the earliest parts of the [University of Oslo](https://en.wikipedia.org/wiki/University_of_Oslo "University of Oslo"), the [Oslo Stock Exchange](https://en.wikipedia.org/wiki/Oslo_Stock_Exchange "Oslo Stock Exchange"), and many other buildings and churches constructed in that early national period. + +At the beginning of the 20th century, the city of [Ålesund](https://en.wikipedia.org/wiki/%C3%85lesund_(town) "Ålesund (town)") was rebuilt in the [Art Nouveau](https://en.wikipedia.org/wiki/Art_Nouveau "Art Nouveau") style, influenced by styles of France. The 1930s, when functionalism dominated, became a strong period for Norwegian architecture. It is only since the late 20th century that Norwegian architects have achieved international renown. One of the most striking modern buildings in Norway is the [Sámi Parliament](https://en.wikipedia.org/wiki/S%C3%A1mi_Parliament_of_Norway "Sámi Parliament of Norway") in [Kárášjohka](https://en.wikipedia.org/wiki/Karasjok_(village) "Karasjok (village)"), designed by [Stein Halvorson](https://en.wikipedia.org/w/index.php?title=Stein_Halvorson&action=edit&redlink=1 "Stein Halvorson (page does not exist)") and [Christian Sundby](https://en.wikipedia.org/w/index.php?title=Christian_Sundby&action=edit&redlink=1 "Christian Sundby (page does not exist)"). Its debating chamber, in timber, is an abstract version of a _[lavvo](https://en.wikipedia.org/wiki/Lavvu "Lavvu"),_ the traditional tent used by the nomadic [Sámi people](https://en.wikipedia.org/wiki/S%C3%A1mi_people "Sámi people").[\[277\]](https://en.wikipedia.org/wiki/Norway#cite_note-284) + +### Art + +[![Image 251](https://upload.wikimedia.org/wikipedia/commons/thumb/f/f4/The_Scream.jpg/220px-The_Scream.jpg)](https://en.wikipedia.org/wiki/File:The_Scream.jpg) + +[The Scream](https://en.wikipedia.org/wiki/The_Scream "The Scream") by [Edvard Munch](https://en.wikipedia.org/wiki/Edvard_Munch "Edvard Munch"), 1893 + +For an extended period, the Norwegian art scene was dominated by artwork from Germany and Holland as well as by the influence of Copenhagen. It was in the 19th century that a truly Norwegian era began, first with portraits, later with impressive landscapes. [Johan Christian Dahl](https://en.wikipedia.org/wiki/Johan_Christian_Dahl "Johan Christian Dahl"), originally from the Dresden school, eventually returned to paint the landscapes of western Norway, defining Norwegian painting for the first time."[\[278\]](https://en.wikipedia.org/wiki/Norway#cite_note-HFG-285) + +Norway's newly found independence from Denmark encouraged painters to develop their Norwegian identity, especially with landscape painting by artists such as [Kitty Kielland](https://en.wikipedia.org/wiki/Kitty_Lange_Kielland "Kitty Lange Kielland"), a female painter who studied under [Hans Gude](https://en.wikipedia.org/wiki/Hans_Gude "Hans Gude"), and [Harriet Backer](https://en.wikipedia.org/wiki/Harriet_Backer "Harriet Backer"), another pioneer among female artists, influenced by [impressionism](https://en.wikipedia.org/wiki/Impressionism "Impressionism"). [Frits Thaulow](https://en.wikipedia.org/wiki/Frits_Thaulow "Frits Thaulow"), an impressionist, was influenced by the art scene in Paris as was [Christian Krohg](https://en.wikipedia.org/wiki/Christian_Krohg "Christian Krohg"), a realist painter, famous for his paintings of prostitutes.[\[279\]](https://en.wikipedia.org/wiki/Norway#cite_note-286) + +Of particular note is [Edvard Munch](https://en.wikipedia.org/wiki/Edvard_Munch "Edvard Munch"), a symbolist/expressionist painter who became world-famous for _[The Scream](https://en.wikipedia.org/wiki/The_Scream "The Scream")_ which is said to represent the anxiety of modern man. Other notable works from Munch includes [The Sick Child](https://en.wikipedia.org/wiki/The_Sick_Child_(Munch) "The Sick Child (Munch)"), [Madonna](https://en.wikipedia.org/wiki/Madonna_(Munch) "Madonna (Munch)") and [Puberty](https://en.wikipedia.org/wiki/Puberty_(Munch) "Puberty (Munch)"). + +Other artists of note include [Harald Sohlberg](https://en.wikipedia.org/wiki/Harald_Sohlberg "Harald Sohlberg"), a neo-romantic painter remembered for his paintings of [Røros](https://en.wikipedia.org/wiki/R%C3%B8ros_(town) "Røros (town)"), and [Odd Nerdrum](https://en.wikipedia.org/wiki/Odd_Nerdrum "Odd Nerdrum"), a figurative painter who maintains that his work is not art, but [kitsch](https://en.wikipedia.org/wiki/Kitsch "Kitsch"). + +### Cuisine + +Norway's culinary traditions show the influence of long seafaring and farming traditions, with [salmon](https://en.wikipedia.org/wiki/Salmon "Salmon") (fresh and cured), [herring](https://en.wikipedia.org/wiki/Herring "Herring") (pickled or marinated), [trout](https://en.wikipedia.org/wiki/Trout "Trout"), [codfish](https://en.wikipedia.org/wiki/Cod "Cod"), and other seafood, balanced by cheeses (such as [brunost](https://en.wikipedia.org/wiki/Brunost "Brunost"), [Jarlsberg cheese](https://en.wikipedia.org/wiki/Jarlsberg_cheese "Jarlsberg cheese"), and [gamalost](https://en.wikipedia.org/wiki/Gamalost "Gamalost")), dairy products, and breads (predominantly dark/darker). + +[Lefse](https://en.wikipedia.org/wiki/Lefse "Lefse") is a Norwegian potato flatbread, usually topped with large amounts of butter and sugar, most commonly eaten around Christmas. Traditional Norwegian dishes include [lutefisk](https://en.wikipedia.org/wiki/Lutefisk "Lutefisk"), [smalahove](https://en.wikipedia.org/wiki/Smalahove "Smalahove"), [pinnekjøtt](https://en.wikipedia.org/wiki/Pinnekj%C3%B8tt "Pinnekjøtt"), [raspeball](https://en.wikipedia.org/wiki/Raspeball "Raspeball"), and [fårikål](https://en.wikipedia.org/wiki/F%C3%A5rik%C3%A5l "Fårikål").[\[280\]](https://en.wikipedia.org/wiki/Norway#cite_note-287) A Norwegian speciality is rakefisk, which is fermented trout, consumed with thin flatbread and sour cream. The most popular pastry is vaffel. + +### Sports + +[![Image 252](https://upload.wikimedia.org/wikipedia/commons/thumb/c/cb/Marit_Bj%C3%B8rgen_Holmenkollen_2011_001.jpg/220px-Marit_Bj%C3%B8rgen_Holmenkollen_2011_001.jpg)](https://en.wikipedia.org/wiki/File:Marit_Bj%C3%B8rgen_Holmenkollen_2011_001.jpg) + +Skier [Marit Bjørgen](https://en.wikipedia.org/wiki/Marit_Bj%C3%B8rgen "Marit Bjørgen") from Norway is the [most successful Winter Olympian](https://en.wikipedia.org/wiki/List_of_multiple_Winter_Olympic_medallists "List of multiple Winter Olympic medallists") of all time, with 15 medals + +Sports are a central part of Norwegian culture, and popular sports include [cross-country skiing](https://en.wikipedia.org/wiki/Cross-country_skiing_(sport) "Cross-country skiing (sport)"), [ski jumping](https://en.wikipedia.org/wiki/Ski_jumping "Ski jumping"), [mountaineering](https://en.wikipedia.org/wiki/Mountaineering "Mountaineering"), [hiking](https://en.wikipedia.org/wiki/Hiking "Hiking"), association football, [handball](https://en.wikipedia.org/wiki/Handball "Handball"), [biathlon](https://en.wikipedia.org/wiki/Biathlon "Biathlon"), [speed skating](https://en.wikipedia.org/wiki/Long_track_speed_skating "Long track speed skating"), and, to a lesser degree, [ice hockey](https://en.wikipedia.org/wiki/Ice_hockey "Ice hockey"). + +Norway is known internationally for its role in the development of modern winter sports, particularly skiing. From the 19th century Norway also became a premier [mountaineering](https://en.wikipedia.org/wiki/Mountaineering "Mountaineering") destination, with books such as [William Cecil Slingsby](https://en.wikipedia.org/wiki/William_Cecil_Slingsby "William Cecil Slingsby")'s _[Norway, the Northern Playground](https://en.wikipedia.org/wiki/Norway,_the_Northern_Playground "Norway, the Northern Playground")_ contributing to the country's popularity among early mountain climbers.[\[281\]](https://en.wikipedia.org/wiki/Norway#cite_note-288) + +Association football is the most popular sport in Norway in terms of active membership. In 2014–2015 polling, football ranked far behind [biathlon](https://en.wikipedia.org/wiki/Biathlon "Biathlon") and [cross-country skiing](https://en.wikipedia.org/wiki/Cross-country_skiing_(sport) "Cross-country skiing (sport)") in terms of popularity as spectator sports.[\[282\]](https://en.wikipedia.org/wiki/Norway#cite_note-Spopop-289) [Ice hockey](https://en.wikipedia.org/wiki/Ice_hockey "Ice hockey") is the biggest indoor sport.[\[283\]](https://en.wikipedia.org/wiki/Norway#cite_note-NorHall-290) The [women's handball national team](https://en.wikipedia.org/wiki/Norway_women%27s_national_handball_team "Norway women's national handball team") has won several titles, including two [Summer Olympics](https://en.wikipedia.org/wiki/Summer_Olympics "Summer Olympics") championships ([2008](https://en.wikipedia.org/wiki/Handball_at_the_2008_Summer_Olympics "Handball at the 2008 Summer Olympics"), [2012](https://en.wikipedia.org/wiki/Handball_at_the_2012_Summer_Olympics "Handball at the 2012 Summer Olympics")), three [World Championships](https://en.wikipedia.org/wiki/World_Women%27s_Handball_Championship "World Women's Handball Championship") ([1999](https://en.wikipedia.org/wiki/1999_World_Women%27s_Handball_Championship "1999 World Women's Handball Championship"), [2011](https://en.wikipedia.org/wiki/2011_World_Women%27s_Handball_Championship "2011 World Women's Handball Championship"), [2015](https://en.wikipedia.org/wiki/2015_World_Women%27s_Handball_Championship "2015 World Women's Handball Championship")), and six [European Championship](https://en.wikipedia.org/wiki/European_Women%27s_Handball_Championship "European Women's Handball Championship") ([1998](https://en.wikipedia.org/wiki/1998_European_Women%27s_Handball_Championship "1998 European Women's Handball Championship"), [2004](https://en.wikipedia.org/wiki/2004_European_Women%27s_Handball_Championship "2004 European Women's Handball Championship"), [2006](https://en.wikipedia.org/wiki/2006_European_Women%27s_Handball_Championship "2006 European Women's Handball Championship"), [2008](https://en.wikipedia.org/wiki/2008_European_Women%27s_Handball_Championship "2008 European Women's Handball Championship"), [2010](https://en.wikipedia.org/wiki/2010_European_Women%27s_Handball_Championship "2010 European Women's Handball Championship"), [2014](https://en.wikipedia.org/wiki/2014_European_Women%27s_Handball_Championship "2014 European Women's Handball Championship")). + +In association football, the [women's national team](https://en.wikipedia.org/wiki/Norway_women%27s_national_football_team "Norway women's national football team") has won the [FIFA Women's World Cup](https://en.wikipedia.org/wiki/FIFA_Women%27s_World_Cup "FIFA Women's World Cup") in [1995](https://en.wikipedia.org/wiki/1995_FIFA_Women%27s_World_Cup "1995 FIFA Women's World Cup") and the [Olympic Football Tournament](https://en.wikipedia.org/wiki/Football_at_the_Olympics "Football at the Olympics") in [2000](https://en.wikipedia.org/wiki/Football_at_the_2000_Summer_Olympics_%E2%80%93_Women%27s_tournament "Football at the 2000 Summer Olympics – Women's tournament"). The women's team also has two [UEFA European Women's Championship](https://en.wikipedia.org/wiki/UEFA_European_Women%27s_Championship "UEFA European Women's Championship") titles ([1987](https://en.wikipedia.org/wiki/1987_European_Competition_for_Women%27s_Football "1987 European Competition for Women's Football"), [1993](https://en.wikipedia.org/wiki/UEFA_Women%27s_Euro_1993 "UEFA Women's Euro 1993")). The [men's national football team](https://en.wikipedia.org/wiki/Norway_national_football_team "Norway national football team") has participated three times in the [FIFA World Cup](https://en.wikipedia.org/wiki/FIFA_World_Cup "FIFA World Cup") ([1938](https://en.wikipedia.org/wiki/1938_FIFA_World_Cup "1938 FIFA World Cup"), [1994](https://en.wikipedia.org/wiki/1994_FIFA_World_Cup "1994 FIFA World Cup"), and [1998](https://en.wikipedia.org/wiki/1998_FIFA_World_Cup "1998 FIFA World Cup")), and once in the [European Championship](https://en.wikipedia.org/wiki/UEFA_European_Football_Championship "UEFA European Football Championship") ([2000](https://en.wikipedia.org/wiki/UEFA_Euro_2000 "UEFA Euro 2000")). The highest FIFA ranking Norway has achieved is second, a position it has held twice, in 1993 and in 1995.[\[284\]](https://en.wikipedia.org/wiki/Norway#cite_note-NorRank-291) + +Norwegian players in the [National Football League](https://en.wikipedia.org/wiki/National_Football_League "National Football League") include [Halvor Hagen](https://en.wikipedia.org/wiki/Halvor_Hagen "Halvor Hagen"), [Bill Irgens](https://en.wikipedia.org/wiki/Bill_Irgens "Bill Irgens"), [Leif Olve Dolonen Larsen](https://en.wikipedia.org/wiki/Leif_Olve_Dolonen_Larsen "Leif Olve Dolonen Larsen"), [Mike Mock](https://en.wikipedia.org/wiki/Mike_Mock "Mike Mock"), and [Jan Stenerud](https://en.wikipedia.org/wiki/Jan_Stenerud "Jan Stenerud").[\[285\]](https://en.wikipedia.org/wiki/Norway#cite_note-292) + +[Bandy](https://en.wikipedia.org/wiki/Bandy "Bandy") is a traditional sport in Norway and the country is one of the four founders of [Federation of International Bandy](https://en.wikipedia.org/wiki/Federation_of_International_Bandy "Federation of International Bandy"). In terms of licensed athletes, it is the second biggest winter sport in the world.[\[286\]](https://en.wikipedia.org/wiki/Norway#cite_note-293) As of January 2018, [the men's national team](https://en.wikipedia.org/wiki/Norway_national_bandy_team "Norway national bandy team") has captured one silver and one bronze, while [the women's national team](https://en.wikipedia.org/wiki/Norway_women%27s_national_bandy_team "Norway women's national bandy team") has managed five bronzes at [the World Championships](https://en.wikipedia.org/wiki/Bandy#Overview_of_international_competitions "Bandy"). + +Norway first participated at the [Olympic Games](https://en.wikipedia.org/wiki/Olympic_Games "Olympic Games") in 1900, and has sent athletes to compete in every Games since then, except for the sparsely attended [1904 Games](https://en.wikipedia.org/wiki/1904_Summer_Olympics "1904 Summer Olympics") and the [1980 Summer Olympics](https://en.wikipedia.org/wiki/1980_Summer_Olympics "1980 Summer Olympics") in Moscow when they participated in the [American-led boycott](https://en.wikipedia.org/wiki/1980_Summer_Olympics_boycott "1980 Summer Olympics boycott"). Norway leads [the overall medal tables](https://en.wikipedia.org/wiki/All-time_Olympic_Games_medal_table "All-time Olympic Games medal table") at the [Winter Olympic Games](https://en.wikipedia.org/wiki/Winter_Olympic_Games "Winter Olympic Games") by a considerable margin. Norway has hosted the Games on two occasions: + +* [1952 Winter Olympics](https://en.wikipedia.org/wiki/1952_Winter_Olympics "1952 Winter Olympics") in Oslo +* [1994 Winter Olympics](https://en.wikipedia.org/wiki/1994_Winter_Olympics "1994 Winter Olympics") in [Lillehammer](https://en.wikipedia.org/wiki/Lillehammer "Lillehammer") + +It also hosted the [2016 Winter Youth Olympics](https://en.wikipedia.org/wiki/2016_Winter_Youth_Olympics "2016 Winter Youth Olympics") in Lillehammer, making Norway the first country to host both Winter regular and Youth Olympics. + +Norway featured a women's national team in [beach volleyball](https://en.wikipedia.org/wiki/Beach_volleyball "Beach volleyball") that competed at the [2018–2020 CEV Beach Volleyball Continental Cup](https://en.wikipedia.org/wiki/2018%E2%80%932020_CEV_Beach_Volleyball_Continental_Cup "2018–2020 CEV Beach Volleyball Continental Cup").[\[287\]](https://en.wikipedia.org/wiki/Norway#cite_note-294) + +[Chess](https://en.wikipedia.org/wiki/Chess "Chess") has gained huge popularity in Norway. [Magnus Carlsen](https://en.wikipedia.org/wiki/Magnus_Carlsen "Magnus Carlsen"), a Norwegian, was the [world chess champion](https://en.wikipedia.org/wiki/World_Chess_Championship "World Chess Championship") between 2013 and 2023.[\[288\]](https://en.wikipedia.org/wiki/Norway#cite_note-MagCham-295) + +See also +-------- + +* [Outline of Norway](https://en.wikipedia.org/wiki/Outline_of_Norway "Outline of Norway") + +Notes +----- + +1. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-23 "Jump up")** [Bokmål](https://en.wikipedia.org/wiki/Bokm%C3%A5l_language "Bokmål language"): _Norge_, [Nynorsk](https://en.wikipedia.org/wiki/Nynorsk_language "Nynorsk language"): _Noreg_ +2. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-24 "Jump up")** Names in the official and recognised languages: [Bokmål](https://en.wikipedia.org/wiki/Bokm%C3%A5l "Bokmål"): _Norge_ [\[ˈnɔ̂rɡə\]](https://en.wikipedia.org/wiki/Help:IPA/Norwegian "Help:IPA/Norwegian") [](https://upload.wikimedia.org/wikipedia/commons/transcoded/2/22/No-Norge.oga/No-Norge.oga.mp3 "Play audio")[ⓘ](https://en.wikipedia.org/wiki/File:No-Norge.oga "File:No-Norge.oga"); [Nynorsk](https://en.wikipedia.org/wiki/Nynorsk "Nynorsk"): _[Noreg](https://upload.wikimedia.org/wikipedia/commons/transcoded/e/e9/No-Noreg.oga/No-Noreg.oga.mp3 "Play audio")[ⓘ](https://en.wikipedia.org/wiki/File:No-Noreg.oga "File:No-Noreg.oga")_; official names in minority languages: [Northern Sami](https://en.wikipedia.org/wiki/Northern_Sami "Northern Sami"): _Norga_; [Lule Sami](https://en.wikipedia.org/wiki/Lule_Sami "Lule Sami"): _Vuodna_; [Southern Sami](https://en.wikipedia.org/wiki/Southern_S%C3%A1mi "Southern Sámi"): _Nöörje_; [Kven](https://en.wikipedia.org/wiki/Kven_language "Kven language"): _Norja_. + +1. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-1 "Jump up")** Written [Bokmål](https://en.wikipedia.org/wiki/Bokm%C3%A5l "Bokmål") and [Nynorsk](https://en.wikipedia.org/wiki/Nynorsk "Nynorsk") +2. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-3 "Jump up")** [Northern](https://en.wikipedia.org/wiki/Northern_Sami "Northern Sami"), [Lule](https://en.wikipedia.org/wiki/Lule_Sami "Lule Sami"), and [Southern](https://en.wikipedia.org/wiki/Southern_S%C3%A1mi "Southern Sámi") +3. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-10 "Jump up")** Including [indigenous group](https://en.wikipedia.org/wiki/Indigenous_peoples "Indigenous peoples") [Sámi](https://en.wikipedia.org/wiki/S%C3%A1mi_people "Sámi people"), and [minority groups](https://en.wikipedia.org/wiki/Minority_group "Minority group") [Jewish](https://en.wikipedia.org/wiki/History_of_Jews_in_Norway "History of Jews in Norway"), [Traveller](https://en.wikipedia.org/wiki/Norwegian_and_Swedish_Travellers "Norwegian and Swedish Travellers"), [Forest Finn](https://en.wikipedia.org/wiki/Forest_Finns "Forest Finns"), [Romani](https://en.wikipedia.org/wiki/Romani_people "Romani people"), and [Kven](https://en.wikipedia.org/wiki/Kven_people "Kven people"). +4. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-14 "Jump up")** Until the 2012 [constitutional amendment](https://en.wikipedia.org/wiki/Constitution_of_Norway "Constitution of Norway") the Evangelical-Lutheran religion was the public religion of the State.[\[10\]](https://en.wikipedia.org/wiki/Norway#cite_note-13) +5. ^ [Jump up to: _**a**_](https://en.wikipedia.org/wiki/Norway#cite_ref-Svalbard_26-0) [_**b**_](https://en.wikipedia.org/wiki/Norway#cite_ref-Svalbard_26-1) The [Spitsbergen Treaty](https://en.wikipedia.org/wiki/Svalbard_Treaty "Svalbard Treaty") (also known as the [Svalbard Treaty](https://en.wikipedia.org/wiki/Svalbard_Treaty "Svalbard Treaty")) of 9 February 1920 recognises Norway's full and absolute sovereignty over the arctic archipelago of Spitsbergen (now called [Svalbard](https://en.wikipedia.org/wiki/Svalbard "Svalbard")).[\[19\]](https://en.wikipedia.org/wiki/Norway#cite_note-Board1986-25) + +References +---------- + +### Citations + +1. ^ [Jump up to: _**a**_](https://en.wikipedia.org/wiki/Norway#cite_ref-LanguageCouncilSami_2-0) [_**b**_](https://en.wikipedia.org/wiki/Norway#cite_ref-LanguageCouncilSami_2-1) ["Offisiell status for samisk"](https://www.sprakradet.no/Spraka-vare/Spraka-i-Norden/Samisk/). [Language Council of Norway](https://en.wikipedia.org/wiki/Language_Council_of_Norway "Language Council of Norway"). [Archived](https://web.archive.org/web/20230815194636/https://www.sprakradet.no/Spraka-vare/Spraka-i-Norden/Samisk/) from the original on 15 August 2023. Retrieved 19 August 2021. Samisk har status som minoritetsspråk i Noreg, Sverige og Finland, og i alle tre landa har samisk status som offisielt språk i dei samiske forvaltningsområda. \[Sámi is recognised as a minority language in Norway, Sweden and Finland, and is an official language within the Sámi administrative areas in all three countries.\] +2. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-min_4-0 "Jump up")** ["Minoritetsspråk"](http://www.sprakradet.no/Spraka-vare/Minoritetssprak/). _Språkrådet_. [Archived](https://web.archive.org/web/20180115020835/http://www.sprakradet.no/Spraka-vare/Minoritetssprak) from the original on 15 January 2018. Retrieved 8 January 2018. +3. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-immigrant_population_2020_detailed_5-0 "Jump up")** ["Immigrants and their children as of 1 January 2020"](https://www.ssb.no/befolkning/statistikker/innvbef/aar/2020-03-09). Statistics Norway. 9 March 2020. [Archived](https://web.archive.org/web/20210103133145/https://www.ssb.no/befolkning/statistikker/innvbef/aar/2020-03-09) from the original on 3 January 2021. Retrieved 26 December 2020. +4. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-immigrant_population_2020_6-0 "Jump up")** ["Immigrants and Norwegian-born to immigrant parents"](https://www.ssb.no/en/befolkning/statistikker/innvbef/aar). Statistics Norway. 9 March 2021. [Archived](https://web.archive.org/web/20210410111607/https://www.ssb.no/en/befolkning/statistikker/innvbef/aar) from the original on 10 April 2021. Retrieved 30 March 2021. +5. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-7 "Jump up")** ["Samer"](https://www.regjeringen.no/no/tema/urfolk-og-minoriteter/samepolitikk/id1403/). _Regjeringen.no_. Fornyings- administrasjons- og kirkedepartementet. 16 June 2006. [Archived](https://web.archive.org/web/20180109180844/https://www.regjeringen.no/no/tema/urfolk-og-minoriteter/samepolitikk/id1403/) from the original on 9 January 2018. Retrieved 8 January 2018. +6. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-8 "Jump up")** inkluderingsdepartementet, Arbeids- og (16 June 2006). ["Nasjonale minoriteter"](https://www.regjeringen.no/no/tema/urfolk-og-minoriteter/nasjonale-minoriteter/id1404/). _Regjeringen.no_. [Archived](https://web.archive.org/web/20171205093039/https://www.regjeringen.no/no/tema/urfolk-og-minoriteter/nasjonale-minoriteter/id1404/) from the original on 5 December 2017. Retrieved 8 January 2018. +7. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-ReferenceA_9-0 "Jump up")** ["05183: Immigrants and Norwegian-born to immigrant parents, by sex and country background 1970 – 2021-PX-Web SSB"](https://www.ssb.no/en/system/). _SSB_.\[_[permanent dead link](https://en.wikipedia.org/wiki/Wikipedia:Link_rot "Wikipedia:Link rot")_\] +8. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-stat2021statechurch_11-0 "Jump up")** [Church of Norway](https://www.ssb.no/en/kultur-og-fritid/religion-og-livssyn/statistikk/den-norske-kirke) [Archived](https://web.archive.org/web/20210616112249/https://www.ssb.no/en/kultur-og-fritid/religion-og-livssyn/statistikk/den-norske-kirke) 16 June 2021 at the [Wayback Machine](https://en.wikipedia.org/wiki/Wayback_Machine "Wayback Machine") Statistics Norway 15 June 2021 +9. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-stat2021other_12-0 "Jump up")** [Members of religious and life stance communities outside the Church of Norway, by religion/life stance.](https://www.ssb.no/en/kultur-og-fritid/religion-og-livssyn/statistikk/trus-og-livssynssamfunn-utanfor-den-norske-kyrkja) [Archived](https://web.archive.org/web/20221206105653/https://www.ssb.no/en/kultur-og-fritid/religion-og-livssyn/statistikk/trus-og-livssynssamfunn-utanfor-den-norske-kyrkja) 6 December 2022 at the [Wayback Machine](https://en.wikipedia.org/wiki/Wayback_Machine "Wayback Machine") Statistics Norway 27 September 2021 +10. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-13 "Jump up")** ["The Constitution of Norway, Article 16 (English translation, published by the Norwegian Parliament)"](https://web.archive.org/web/20150908050922/https://stortinget.no/globalassets/pdf/constitutionenglish.pdf) (PDF). Archived from [the original](https://www.stortinget.no/globalassets/pdf/constitutionenglish.pdf) (PDF) on 8 September 2015. +11. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-15 "Jump up")** ["The Re-establishing of a Norwegian State"](https://www.regjeringen.no/en/the-government/previous-governments/the-establishing-of-the-norwegian-state/id410040/). _regjeringen.no_. 5 July 2020. [Archived](https://web.archive.org/web/20170418081518/https://www.regjeringen.no/en/the-government/previous-governments/the-establishing-of-the-norwegian-state/id410040/) from the original on 18 April 2017. Retrieved 17 April 2017. +12. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-16 "Jump up")** ["Surface water and surface water change"](https://stats.oecd.org/Index.aspx?DataSetCode=SURFACE_WATER). [Organisation for Economic Co-operation and Development](https://en.wikipedia.org/wiki/OECD "OECD") (OECD). [Archived](https://web.archive.org/web/20210324133453/https://stats.oecd.org/Index.aspx?DataSetCode=SURFACE_WATER) from the original on 24 March 2021. Retrieved 11 October 2020. +13. ^ [Jump up to: _**a**_](https://en.wikipedia.org/wiki/Norway#cite_ref-kart_2019_17-0) [_**b**_](https://en.wikipedia.org/wiki/Norway#cite_ref-kart_2019_17-1) [_**c**_](https://en.wikipedia.org/wiki/Norway#cite_ref-kart_2019_17-2) [_**d**_](https://en.wikipedia.org/wiki/Norway#cite_ref-kart_2019_17-3) ["Arealstatistics for Norway 2019"](https://web.archive.org/web/20190608034913/https://www.kartverket.no/Kunnskap/Fakta-om-Norge/Arealstatistikk/Arealstatistikk-Norge/). Kartverket, mapping directory for Norway. 20 December 2019. Archived from [the original](https://www.kartverket.no/Kunnskap/Fakta-om-Norge/Arealstatistikk/Arealstatistikk-Norge/) on 8 June 2019. Retrieved 1 March 2020. +14. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-ssbf_18-0 "Jump up")** ["Population, 2024-01-01"](https://www.ssb.no/en/befolkning/statistikker/folkemengde/aar-per-1-januar). Statistics Norway. 1 January 2024. [Archived](https://web.archive.org/web/20210504022625/https://www.ssb.no/en/befolkning/statistikker/folkemengde/aar-per-1-januar) from the original on 4 May 2021. Retrieved 24 February 2024. +15. ^ [Jump up to: _**a**_](https://en.wikipedia.org/wiki/Norway#cite_ref-IMFWEO.NO_19-0) [_**b**_](https://en.wikipedia.org/wiki/Norway#cite_ref-IMFWEO.NO_19-1) [_**c**_](https://en.wikipedia.org/wiki/Norway#cite_ref-IMFWEO.NO_19-2) [_**d**_](https://en.wikipedia.org/wiki/Norway#cite_ref-IMFWEO.NO_19-3) ["World Economic Outlook Database, October 2024 Edition. (Norway)"](https://www.imf.org/en/Publications/WEO/weo-database/2024/October/weo-report?c=142,&s=NGDPD,PPPGDP,NGDPDPC,PPPPC,&sy=2022&ey=2029&ssm=0&scsm=1&scc=0&ssd=1&ssc=0&sic=0&sort=country&ds=.&br=1). _www.imf.org_. [International Monetary Fund](https://en.wikipedia.org/wiki/International_Monetary_Fund "International Monetary Fund"). 22 October 2024. Retrieved 27 October 2024. +16. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-eurogini_20-0 "Jump up")** ["Gini coefficient of equivalised disposable income – EU-SILC survey"](https://ec.europa.eu/eurostat/databrowser/view/tessi190/default/table?lang=en). _ec.europa.eu_. [Eurostat](https://en.wikipedia.org/wiki/Eurostat "Eurostat"). [Archived](https://web.archive.org/web/20201009091832/https://ec.europa.eu/eurostat/databrowser/view/tessi190/default/table?lang=en) from the original on 9 October 2020. Retrieved 22 June 2022. +17. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-UNHDR_21-0 "Jump up")** ["Human Development Report 2023/2024"](https://hdr.undp.org/system/files/documents/global-report-document/hdr2023-24reporten.pdf) (PDF). [United Nations Development Programme](https://en.wikipedia.org/wiki/United_Nations_Development_Programme "United Nations Development Programme"). 13 March 2024. [Archived](https://web.archive.org/web/20240313164319/https://hdr.undp.org/system/files/documents/global-report-document/hdr2023-24reporten.pdf) (PDF) from the original on 13 March 2024. Retrieved 13 March 2024. +18. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-22 "Jump up")** ["Norway"](https://www.cia.gov/the-world-factbook/countries/norway/#geography). _CIA World fact_. 26 October 2021. [Archived](https://web.archive.org/web/20210111023530/https://www.cia.gov/the-world-factbook/countries/norway/#geography) from the original on 11 January 2021. Retrieved 12 February 2021. +19. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-Board1986_25-0 "Jump up")** National Research Council (U.S.). Polar Research Board (1986). [_Antarctic treaty system: an assessment_](https://books.google.com/books?id=gNxjxfm4cSgC&pg=PA370). National Academies Press. [ISBN](https://en.wikipedia.org/wiki/ISBN_(identifier) "ISBN (identifier)") [978-0309036405](https://en.wikipedia.org/wiki/Special:BookSources/978-0309036405 "Special:BookSources/978-0309036405"). Retrieved 24 July 2011. +20. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-27 "Jump up")** ["Norwegian Society / Living in Norway"](https://web.archive.org/web/20180321131146/https://www.studyinnorway.no/living-in-norway/norwegian-society). _Study in Norway_. Archived from [the original](https://www.studyinnorway.no/living-in-norway/norwegian-society) on 21 March 2018. Retrieved 21 March 2018. +21. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-28 "Jump up")** ["Statistics Norway raises '07 GDP outlook, cuts '08"](https://web.archive.org/web/20200922054630/https://uk.reuters.com/article/oilRpt/idUKL0674675920070906). _Reuters_. 6 September 2007. Archived from [the original](http://uk.reuters.com/article/oilRpt/idUKL0674675920070906) on 22 September 2020. Retrieved 8 March 2009. +22. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-29 "Jump up")** ["Country Comparison :: Crude oil – production"](https://web.archive.org/web/20170307234343/https://www.cia.gov/library/publications/the-world-factbook/rankorder/2241rank.html). _CIA – The World Factbook_. Archived from [the original](https://www.cia.gov/library/publications/the-world-factbook/rankorder/2241rank.html) on 7 March 2017. Retrieved 16 March 2016. +23. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-30 "Jump up")** ["Country Comparison :: Natural gas – production"](https://web.archive.org/web/20160315051210/https://www.cia.gov/library/publications/the-world-factbook/rankorder/2249rank.html). _CIA – The World Factbook_. Archived from [the original](https://www.cia.gov/library/publications/the-world-factbook/rankorder/2249rank.html) on 15 March 2016. Retrieved 16 March 2016. +24. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-31 "Jump up")** ["The World's Richest Countries"](https://www.forbes.com/sites/bethgreenfield/2012/02/22/the-worlds-richest-countries/). _forbes.com_. [Archived](https://web.archive.org/web/20180131151855/https://www.forbes.com/sites/bethgreenfield/2012/02/22/the-worlds-richest-countries/) from the original on 31 January 2018. Retrieved 12 December 2014. +25. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-32 "Jump up")** Holter, Mikael (27 June 2017). ["The World's Biggest Wealth Fund Hits $1 Trillion"](https://www.bloomberg.com/news/articles/2017-09-19/norway-wealth-fund-says-reached-1-trillion-in-value). _Bloomberg L.P_. [Archived](https://web.archive.org/web/20170919102510/https://www.bloomberg.com/news/articles/2017-09-19/norway-wealth-fund-says-reached-1-trillion-in-value) from the original on 19 September 2017. Retrieved 19 September 2017. +26. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-Meredith_2023_33-0 "Jump up")** Meredith, Sam (31 January 2023). ["Norway's gigantic sovereign wealth fund loses a record $164 billion, citing 'very unusual' year"](https://www.cnbc.com/2023/01/31/norways-sovereign-wealth-fund-loses-164-billion-in-2022.html). _CNBC_. [Archived](https://web.archive.org/web/20230426160106/https://www.cnbc.com/2023/01/31/norways-sovereign-wealth-fund-loses-164-billion-in-2022.html) from the original on 26 April 2023. Retrieved 26 April 2023. +27. ^ [Jump up to: _**a**_](https://en.wikipedia.org/wiki/Norway#cite_ref-Nomino-NRK_34-0) [_**b**_](https://en.wikipedia.org/wiki/Norway#cite_ref-Nomino-NRK_34-1) ["Nomino 6:6"](https://tv.nrk.no/serie/nomino/DVFJ63000615/sesong-2/episode-6#t=22m18s). _Nomino_. Season 2 (in Norwegian). 4 October 2016. Event occurs at 22:18. [NRK](https://en.wikipedia.org/wiki/NRK "NRK"). [Archived](https://web.archive.org/web/20161006150442/https://tv.nrk.no/serie/nomino/DVFJ63000615/sesong-2/episode-6#t=22m18s) from the original on 6 October 2016. Retrieved 5 October 2016. +28. ^ [Jump up to: _**a**_](https://en.wikipedia.org/wiki/Norway#cite_ref-Tvil-Forskning_35-0) [_**b**_](https://en.wikipedia.org/wiki/Norway#cite_ref-Tvil-Forskning_35-1) ["Sår tvil om Norges opphav"](http://forskning.no/historie-sprak/2016/02/sar-tvil-om-norges-opphav) (in Norwegian). Forskning.no for [Universitetet i Agder](https://en.wikipedia.org/wiki/Universitetet_i_Agder "Universitetet i Agder"). 29 February 2016. [Archived](https://web.archive.org/web/20170822095851/http://forskning.no/historie-sprak/2016/02/sar-tvil-om-norges-opphav) from the original on 22 August 2017. Retrieved 1 November 2016. +29. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-:2_36-0 "Jump up")** Skre, Dagfinn (2020). [_Rulership in 1st to 14th century Scandinavia_](https://library.oapen.org/handle/20.500.12657/23221). De Gruyter. pp. 3, 5–10\. [hdl](https://en.wikipedia.org/wiki/Hdl_(identifier) "Hdl (identifier)"):[20.500.12657/23221](https://hdl.handle.net/20.500.12657%2F23221). [Archived](https://web.archive.org/web/20210624204055/https://library.oapen.org/handle/20.500.12657/23221) from the original on 24 June 2021. Retrieved 22 June 2021. +30. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-Heide_2016_p._37-0 "Jump up")** Heide, Eldar (2016). ["Noregr tyder nok vegen mot nord, likevel"](http://ojs.novus.no/index.php/NON/article/view/1333). _Namn og Nemne_ (in Norwegian Bokmål). **33**. [ISSN](https://en.wikipedia.org/wiki/ISSN_(identifier) "ISSN (identifier)") [2703-7371](https://search.worldcat.org/issn/2703-7371). [Archived](https://web.archive.org/web/20170222105940/http://ojs.novus.no/index.php/NON/article/view/1333) from the original on 22 February 2017. Retrieved 14 August 2023. +31. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-Randsborg2009_38-0 "Jump up")** Klavs Randsborg (14 September 2009). _The Anatomy of Denmark: Archaeology and History from the Ice Age to AD 2000_. Bloomsbury Academic. [ISBN](https://en.wikipedia.org/wiki/ISBN_(identifier) "ISBN (identifier)") [978-0-7156-3842-2](https://en.wikipedia.org/wiki/Special:BookSources/978-0-7156-3842-2 "Special:BookSources/978-0-7156-3842-2"). [OCLC](https://en.wikipedia.org/wiki/OCLC_(identifier) "OCLC (identifier)") [1114604682](https://search.worldcat.org/oclc/1114604682). +32. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-39 "Jump up")** Ling 2008. _Elevated Rock Art_. GOTARC Serie B. Gothenburg Archaeological Thesis 49. Department of Archaeology and Ancient History, University of Gothenburg, Goumlteborg, 2008. [ISBN](https://en.wikipedia.org/wiki/ISBN_(identifier) "ISBN (identifier)") [978-9185245345](https://en.wikipedia.org/wiki/Special:BookSources/978-9185245345 "Special:BookSources/978-9185245345"). +33. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-40 "Jump up")** Bjørn Ringstad, _Vestlandets største gravminner. Et forsøk på lokalisering av forhistoriske maktsentra_, (Bergen, 1986) +34. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-41 "Jump up")** Bergljot Solberg, _Jernalderen i Norge_, (Oslo, 2000) +35. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-42 "Jump up")** ["Vinland Archeology"](https://web.archive.org/web/20180308031025/https://naturalhistory.si.edu/vikings/voyage/subset/vinland/archeo.html). _naturalhistory.si.edu_. Archived from [the original](https://naturalhistory.si.edu/vikings/voyage/subset/vinland/archeo.html) on 8 March 2018. Retrieved 11 April 2017. +36. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-43 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 83. +37. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-44 "Jump up")** [Foster, R. F.](https://en.wikipedia.org/wiki/R._F._Foster_(historian) "R. F. Foster (historian)") (2001) _The Oxford History of Ireland_. Oxford University Press. [ISBN](https://en.wikipedia.org/wiki/ISBN_(identifier) "ISBN (identifier)") [019280202X](https://en.wikipedia.org/wiki/Special:BookSources/019280202X "Special:BookSources/019280202X") +38. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-45 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 95. +39. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-46 "Jump up")** Jones, Gwyn, A history of the Vikings (Oxford 2001). +40. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-47 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 201. +41. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-48 "Jump up")** Stenersen: 36 +42. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-49 "Jump up")** Stenersen: 38 +43. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-50 "Jump up")** Stenersen: 39 +44. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-51 "Jump up")** Stenersen: 37 +45. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-52 "Jump up")** Stenersen: 41 +46. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-53 "Jump up")** Stenersen: 44 +47. ^ [Jump up to: _**a**_](https://en.wikipedia.org/wiki/Norway#cite_ref-s45_54-0) [_**b**_](https://en.wikipedia.org/wiki/Norway#cite_ref-s45_54-1) Stenersen: 45 +48. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-s46_55-0 "Jump up")** Stenersen: 46 +49. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-56 "Jump up")** Derry p. 75 +50. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-57 "Jump up")** Derry pp. 77–78 +51. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-58 "Jump up")** Derry p. 77 +52. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-59 "Jump up")** Derry pp. 81–82 +53. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-60 "Jump up")** Derry pp. 83–84 +54. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-larsen_61-0 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 192. +55. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-62 "Jump up")** Oeding, P (1990). "The black death in Norway". _Tidsskrift for den Norske Laegeforening_. **110** (17): 2204–08\. 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[Archived](https://web.archive.org/web/20110718214050/http://www.britannica.com/EBchecked/topic/67758/Black-Death) from the original on 18 July 2011. Retrieved 23 July 2011. +57. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-end_64-0 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), pp. 202–03. +58. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-autogenerated3_65-0 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 195 +59. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-autogenerated2_66-0 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 197 +60. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-67 "Jump up")** "_[Finding the family in medieval and early modern Scotland](https://books.google.com/books?id=6oOCfHxQDtwC&pg=PA153) [Archived](https://web.archive.org/web/20230417101736/https://books.google.com/books?id=6oOCfHxQDtwC&pg=PA153) 17 April 2023 at the [Wayback Machine](https://en.wikipedia.org/wiki/Wayback_Machine "Wayback Machine")_". Elizabeth Ewan, Janay Nugent (2008). [Ashgate Publishing](https://en.wikipedia.org/wiki/Ashgate_Publishing "Ashgate Publishing"). p. 153. [ISBN](https://en.wikipedia.org/wiki/ISBN_(identifier) "ISBN (identifier)") [0754660494](https://en.wikipedia.org/wiki/Special:BookSources/0754660494 "Special:BookSources/0754660494") +61. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-68 "Jump up")** "_[The savage wars of peace: England, Japan and the Malthusian trap](https://books.google.com/books?id=eGsCGAdH4YQC&pg=PA63) [Archived](https://web.archive.org/web/20220128101941/https://books.google.com/books?id=eGsCGAdH4YQC&pg=PA63) 28 January 2022 at the [Wayback Machine](https://en.wikipedia.org/wiki/Wayback_Machine "Wayback Machine")_". Alan Macfarlane (1997). p. 63. [ISBN](https://en.wikipedia.org/wiki/ISBN_(identifier) "ISBN (identifier)") [0631181172](https://en.wikipedia.org/wiki/Special:BookSources/0631181172 "Special:BookSources/0631181172") +62. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-69 "Jump up")** [Treaty of Kiel](https://en.wikipedia.org/wiki/Treaty_of_Kiel "Treaty of Kiel"), 14 January 1814. +63. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-70 "Jump up")** Nicolson, Harold (1946). _The Congress of Vienna; a study in allied unity, 1812–1822_. Constable & co. ltd. p. 295\. The British Government sought to overcome this reluctance by assisting Russia in blockading the coast of Norway +64. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-71 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 572. +65. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-72 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 423. +66. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-73 "Jump up")** Franklin D. Scott, _Sweden: the Nation's History_ ([University of Minnesota Press](https://en.wikipedia.org/wiki/University_of_Minnesota_Press "University of Minnesota Press"): Minneapolis, 1977) p. 380. +67. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-74 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 432. +68. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-75 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 431. +69. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-76 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 412. +70. ^ [Jump up to: _**a**_](https://en.wikipedia.org/wiki/Norway#cite_ref-Marx_Engels_77-0) [_**b**_](https://en.wikipedia.org/wiki/Norway#cite_ref-Marx_Engels_77-1) See "The Civil War in Switzerland" by Frederick Engels contained in Marx & Engels, _Collected Works: Volume 6_ (International Publishers, New York, 1976) p. 368. +71. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-78 "Jump up")** [Larsen](https://en.wikipedia.org/wiki/Norway#Larsen), p. 433. +72. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-79 "Jump up")** ["Marcus Møller Thrane – Norwegian journalist and socialist"](https://www.britannica.com/EBchecked/topic/593569/Marcus-Moller-Thrane). _Encyclopædia Britannica_. 11 April 2024. 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[Archived](https://web.archive.org/web/20150221092202/http://www.hybridcars.com/top-6-plug-in-car-adopting-countries/) from the original on 21 February 2015. Retrieved 28 January 2015. +199. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-206 "Jump up")** Siu, Jason (6 June 2016). ["Norway Wants to Make Gas-Powered Cars Illegal by 2025"](http://www.autoguide.com/auto-news/2016/06/norway-to-make-gas-powered-car-sales-illegal-by-2025.html). _AutoGuide.com_. VerticalScope Inc. [Archived](https://web.archive.org/web/20160607114038/http://www.autoguide.com/auto-news/2016/06/norway-to-make-gas-powered-car-sales-illegal-by-2025.html) from the original on 7 June 2016. Retrieved 7 June 2016. +200. ^ [Jump up to: _**a**_](https://en.wikipedia.org/wiki/Norway#cite_ref-avinorpassengers_207-0) [_**b**_](https://en.wikipedia.org/wiki/Norway#cite_ref-avinorpassengers_207-1) [_**c**_](https://en.wikipedia.org/wiki/Norway#cite_ref-avinorpassengers_207-2) [_**d**_](https://en.wikipedia.org/wiki/Norway#cite_ref-avinorpassengers_207-3) Avinor (2008). ["2007 Passasjerer"](https://web.archive.org/web/20101228235921/http://www.avinor.no/tridionimages/2007%20Passasjerer_tcm181-51564.xls) (in Norwegian). Archived from [the original](http://www.avinor.no/tridionimages/2007%20Passasjerer_tcm181-51564.xls) on 28 December 2010. Retrieved 15 July 2008. +201. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-208 "Jump up")** [Avinor](https://en.wikipedia.org/wiki/Avinor "Avinor"). ["About Avinor"](https://web.archive.org/web/20080331113335/http://www.avinor.no/en/avinor/aboutavinor). Archived from [the original](http://www.avinor.no/en/avinor/aboutavinor) on 31 March 2008. Retrieved 15 July 2008. +202. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-209 "Jump up")** [Scandinavian Airlines System](https://en.wikipedia.org/wiki/Scandinavian_Airlines "Scandinavian Airlines"). ["Rutekart"](https://archive.today/20120628220717/http://www.sas.no/no/Misc/Service_Links_Container/Rutekart/). Archived from [the original](http://www.sas.no/no/Misc/Service_Links_Container/Rutekart/) on 28 June 2012. Retrieved 15 July 2008. +203. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-210 "Jump up")** [Norwegian Air Shuttle](https://en.wikipedia.org/wiki/Norwegian_Air_Shuttle "Norwegian Air Shuttle"). ["Route Map"](https://web.archive.org/web/20080714021439/http://ip.norwegian.no/ip/RouteMapAction.aspx?app_language=en-GB). Archived from [the original](http://ip.norwegian.no/ip/RouteMapAction.aspx?app_language=en-GB) on 14 July 2008. 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Archived from [the original](http://www.osl.no/index.asp?startID=&topExpand=1000314&subExpand=1000318&menuid=1001352&menuid_1=1001348&pid_1=1001332&l=3&languagecode=9&strUrl=//templates/applications/internet/showobject.asp?infoobjectid=1006072) on 1 June 2008. Retrieved 15 July 2008. +206. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-213 "Jump up")** [Oslo Lufthavn](https://en.wikipedia.org/wiki/Oslo_Airport,_Gardermoen "Oslo Airport, Gardermoen"). ["International scheduled routes from Oslo"](https://web.archive.org/web/20080714220606/http://www.osl.no/index.asp?startID=&strUrl=%2F%2Ftemplates%2Fapplications%2Finternet%2Fshowobject.asp%3Finfoobjectid%3D1010847&showad=1&menuid=1001345&menuid_1=1001345&topExpand=1000314&subExpand=1000317&pid_1=1001332&l=2&languagecode=9). Archived from [the original](http://www.osl.no/index.asp?startID=&strUrl=//templates/applications/internet/showobject.asp?infoobjectid=1010847&showad=1&menuid=1001345&menuid_1=1001345&topExpand=1000314&subExpand=1000317&pid_1=1001332&l=2&languagecode=9) on 14 July 2008. Retrieved 15 July 2008. +207. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-214 "Jump up")** [World Intellectual Property Organization](https://en.wikipedia.org/wiki/World_Intellectual_Property_Organization "World Intellectual Property Organization") (2024). [_Global Innovation Index 2024: Unlocking the Promise of Social Entrepreneurship_](https://www.wipo.int/web-publications/global-innovation-index-2024/en/). World Intellectual Property Organization. p. 18\. [doi](https://en.wikipedia.org/wiki/Doi_(identifier) "Doi (identifier)"):[10.34667/tind.50062](https://doi.org/10.34667%2Ftind.50062). [ISBN](https://en.wikipedia.org/wiki/ISBN_(identifier) "ISBN (identifier)") [978-92-805-3681-2](https://en.wikipedia.org/wiki/Special:BookSources/978-92-805-3681-2 "Special:BookSources/978-92-805-3681-2"). Retrieved 6 October 2024. +208. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-wef1_215-0 "Jump up")** ["World Economic Forum's Travel & Tourism Report Highlights the Importance of Environmental Sustainability"](https://web.archive.org/web/20080307004114/http://www.weforum.org/en/media/Latest%20Press%20Releases/PR_TTCR08). World Economic Forum. 2008. Archived from [the original](http://www.weforum.org/en/media/Latest%20Press%20Releases/PR_TTCR08) on 7 March 2008. Retrieved 6 March 2008. +209. ^ [Jump up to: _**a**_](https://en.wikipedia.org/wiki/Norway#cite_ref-auto_216-0) [_**b**_](https://en.wikipedia.org/wiki/Norway#cite_ref-auto_216-1) [_**c**_](https://en.wikipedia.org/wiki/Norway#cite_ref-auto_216-2) Statistics Norway (2016). 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Retrieved 20 June 2013. +225. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-232 "Jump up")** ["Norway and its national church part ways"](http://religionnews.com/2017/01/05/norway-and-its-national-church-part-ways/). 5 January 2017. [Archived](https://web.archive.org/web/20190401081739/https://religionnews.com/2017/01/05/norway-and-its-national-church-part-ways/) from the original on 1 April 2019. Retrieved 5 January 2017. +226. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-233 "Jump up")** [På vei mot ny kirkeordning](https://kirken.no/nb-NO/om-kirken/slik-styres-kirken/kirkeordning/ny-kirkeordning-2020/) [Archived](https://web.archive.org/web/20171213091126/https://kirken.no/nb-NO/om-kirken/slik-styres-kirken/kirkeordning/ny-kirkeordning-2020/) 13 December 2017 at the [Wayback Machine](https://en.wikipedia.org/wiki/Wayback_Machine "Wayback Machine") Den Norske Kirke. 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[Archived](https://web.archive.org/web/20210807141038/https://www.fivb.com/en/about/news/continental-cup-finals-start-in-africa?id=94414) from the original on 7 August 2021. Retrieved 7 August 2021. +288. **[^](https://en.wikipedia.org/wiki/Norway#cite_ref-MagCham_295-0 "Jump up")** ["Carlsen er verdensmester – Jeg er lykkelig og lettet"](http://www.nrk.no/sport/carlsen-er-verdensmester_-_-jeg-er-lykkelig-og-lettet-1.12060026). [NRK](https://en.wikipedia.org/wiki/NRK "NRK"). 22 June 2015. [Archived](https://web.archive.org/web/20151016014806/http://www.nrk.no/sport/carlsen-er-verdensmester_-_-jeg-er-lykkelig-og-lettet-1.12060026) from the original on 16 October 2015. Retrieved 22 June 2015. + +### Sources + +* Larsen, Karen (1948). _A History of Norway_. [Princeton, New Jersey](https://en.wikipedia.org/wiki/Princeton,_New_Jersey "Princeton, New Jersey"): [Princeton University Press](https://en.wikipedia.org/wiki/Princeton_University_Press "Princeton University Press"). + +External links +-------------- + +[![Image 253](https://upload.wikimedia.org/wikipedia/commons/thumb/4/4c/Wikisource-logo.svg/38px-Wikisource-logo.svg.png)](https://en.wikipedia.org/wiki/File:Wikisource-logo.svg) + +[61°N 8°E / 61°N 8°E](https://geohack.toolforge.org/geohack.php?pagename=Norway¶ms=61_N_8_E_type:country_region:NO) \ No newline at end of file From 868d396fc24311d65bfab05344c4c7b82d10223c Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:33:24 +0100 Subject: [PATCH 185/404] Examples - optimizing imports --- .../openaiscala/examples/CreateAudioSpeech.scala | 1 + .../openaiscala/examples/CreateAudioTranslation.scala | 1 + .../openaiscala/examples/CreateChatCompletion.scala | 2 +- .../examples/CreateChatCompletionJsonWithO3Mini.scala | 2 +- .../examples/CreateChatCompletionStreamedJson.scala | 5 ++--- .../examples/CreateChatCompletionWithRouter.scala | 2 +- .../openaiscala/examples/CreateChatToolCompletion.scala | 2 +- .../io/cequence/openaiscala/examples/CreateEdit.scala | 1 + .../io/cequence/openaiscala/examples/CreateImage.scala | 9 ++------- .../cequence/openaiscala/examples/CreateImageEdit.scala | 1 + .../examples/CreateRunWithCodeInterpretation.scala | 2 +- .../openaiscala/examples/CreateRunWithVectorStore.scala | 2 +- .../openaiscala/examples/CreateThreadMessage.scala | 2 +- .../openaiscala/examples/ListThreadMessages.scala | 1 + .../io/cequence/openaiscala/examples/RetrieveBatch.scala | 3 ++- .../io/cequence/openaiscala/examples/RetrieveModel.scala | 1 + .../adapter/ChatCompletionStreamedRouterExample.scala | 4 ++-- .../examples/adapter/RetryAdapterExample.scala | 2 +- ...icCreateChatCompletionWithOpenAIAdapterAndImage.scala | 8 +------- ...opicCreateChatCompletionWithOpenAIAdapterAndPdf.scala | 2 +- .../examples/nonopenai/AnthropicCreateMessage.scala | 2 -- .../nonopenai/FireworksAIDocumentInliningJson.scala | 2 +- .../nonopenai/GrokCreateChatCompletionStreamed.scala | 3 +-- 23 files changed, 26 insertions(+), 34 deletions(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioSpeech.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioSpeech.scala index 58f2b10c..476dec5e 100755 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioSpeech.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioSpeech.scala @@ -1,6 +1,7 @@ package io.cequence.openaiscala.examples import akka.stream.scaladsl.FileIO + import java.nio.file.Paths import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioTranslation.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioTranslation.scala index cb510491..7b3f95fa 100755 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioTranslation.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateAudioTranslation.scala @@ -5,6 +5,7 @@ import io.cequence.openaiscala.domain.settings.{ CreateTranslationSettings, TranscriptResponseFormatType } + import scala.concurrent.Future // translates to English diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala index 5f3b1a0f..9cdb4da0 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletion.scala @@ -1,7 +1,7 @@ package io.cequence.openaiscala.examples -import io.cequence.openaiscala.domain.settings.{CreateChatCompletionSettings, ServiceTier} import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.{CreateChatCompletionSettings, ServiceTier} import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonWithO3Mini.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonWithO3Mini.scala index f663ee46..1ba32e5e 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonWithO3Mini.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionJsonWithO3Mini.scala @@ -6,9 +6,9 @@ import io.cequence.openaiscala.domain.settings.{ CreateChatCompletionSettings } import io.cequence.openaiscala.examples.fixtures.TestFixtures +import io.cequence.openaiscala.service.OpenAIChatCompletionExtra._ import io.cequence.openaiscala.service.OpenAIServiceConsts import play.api.libs.json.{JsObject, Json} -import io.cequence.openaiscala.service.OpenAIChatCompletionExtra._ import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamedJson.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamedJson.scala index c94cd6f9..f8e93a25 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamedJson.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamedJson.scala @@ -3,9 +3,9 @@ package io.cequence.openaiscala.examples import akka.stream.scaladsl.Sink import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.examples.fixtures.TestFixtures -import io.cequence.openaiscala.service.{OpenAIServiceConsts, OpenAIServiceFactory} import io.cequence.openaiscala.service.OpenAIStreamedServiceImplicits._ import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIStreamedService +import io.cequence.openaiscala.service.{OpenAIServiceConsts, OpenAIServiceFactory} import scala.concurrent.Future @@ -30,8 +30,7 @@ object CreateChatCompletionStreamedJson ) .runWith( Sink.foreach { completion => - val content = completion.choices.headOption.flatMap(_.delta.content) - print(content.getOrElse("")) + print(completion.contentHead.getOrElse("")) } ) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithRouter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithRouter.scala index cc702fdd..90878502 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithRouter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionWithRouter.scala @@ -1,7 +1,7 @@ package io.cequence.openaiscala.examples -import io.cequence.openaiscala.domain.{ModelId, SystemMessage, UserMessage} import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.{ModelId, SystemMessage, UserMessage} import io.cequence.openaiscala.service._ import io.cequence.openaiscala.service.adapter.OpenAIChatCompletionServiceRouter import io.cequence.wsclient.domain.WsRequestContext diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala index d37fdaf2..277572c7 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatToolCompletion.scala @@ -1,10 +1,10 @@ package io.cequence.openaiscala.examples +import io.cequence.openaiscala.JsonFormats._ import io.cequence.openaiscala.domain.AssistantTool.FunctionTool import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import play.api.libs.json.{JsObject, Json} -import io.cequence.openaiscala.JsonFormats._ import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateEdit.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateEdit.scala index 6651036e..c9776589 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateEdit.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateEdit.scala @@ -2,6 +2,7 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateEditSettings + import scala.concurrent.Future object CreateEdit extends Example { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateImage.scala index 0f47730e..92a91d30 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateImage.scala @@ -1,13 +1,8 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain._ -import io.cequence.openaiscala.domain.settings.{ - CreateImageSettings, - ImageQualityType, - ImageResponseFormatType, - ImageSizeType, - ImageStyleType -} +import io.cequence.openaiscala.domain.settings._ + import scala.concurrent.Future object CreateImage extends Example { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateImageEdit.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateImageEdit.scala index 7d44cbe9..60f63ef8 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateImageEdit.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateImageEdit.scala @@ -2,6 +2,7 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings._ + import scala.concurrent.Future object CreateImageEdit extends Example { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala index 77801344..0fb5e194 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithCodeInterpretation.scala @@ -1,7 +1,7 @@ package io.cequence.openaiscala.examples -import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.AssistantTool.CodeInterpreterTool +import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateRunSettings import io.cequence.wsclient.service.PollingHelper diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithVectorStore.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithVectorStore.scala index 09d1318e..71941d5d 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithVectorStore.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateRunWithVectorStore.scala @@ -2,9 +2,9 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain.AssistantTool.FileSearchTool import io.cequence.openaiscala.domain.AssistantToolResource.FileSearchResources +import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.response.FileInfo import io.cequence.openaiscala.domain.settings.{CreateRunSettings, FileUploadPurpose} -import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.service.adapter.OpenAIServiceAdapters import io.cequence.openaiscala.service.{OpenAIService, OpenAIServiceFactory} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadMessage.scala index 4d7131bf..1d80415e 100755 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateThreadMessage.scala @@ -2,8 +2,8 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain.{Attachment, FileId, MessageAttachmentTool} -import scala.util.Random import scala.concurrent.Future +import scala.util.Random object CreateThreadMessage extends Example { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ListThreadMessages.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ListThreadMessages.scala index 6030d103..0bbb6aee 100755 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ListThreadMessages.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/ListThreadMessages.scala @@ -1,6 +1,7 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain.Pagination + import scala.concurrent.Future object ListThreadMessages extends Example { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatch.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatch.scala index dc095303..24260876 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatch.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveBatch.scala @@ -1,9 +1,10 @@ package io.cequence.openaiscala.examples +import io.cequence.openaiscala.JsonFormats._ import io.cequence.openaiscala.domain.Batch.Batch import play.api.libs.json.Json -import io.cequence.openaiscala.JsonFormats._ import play.api.libs.json.Json.prettyPrint + import scala.concurrent.Future object RetrieveBatch extends Example { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveModel.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveModel.scala index c9c18345..0716238c 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveModel.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/RetrieveModel.scala @@ -1,6 +1,7 @@ package io.cequence.openaiscala.examples import io.cequence.openaiscala.domain.ModelId + import scala.concurrent.Future object RetrieveModel extends Example { diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionStreamedRouterExample.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionStreamedRouterExample.scala index 47c9d888..7b9bda6b 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionStreamedRouterExample.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/ChatCompletionStreamedRouterExample.scala @@ -2,11 +2,11 @@ package io.cequence.openaiscala.examples.adapter import akka.stream.scaladsl.Sink import io.cequence.openaiscala.anthropic.service.AnthropicServiceFactory -import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.examples.ExampleBase -import io.cequence.openaiscala.service._ import io.cequence.openaiscala.service.OpenAIStreamedServiceImplicits._ +import io.cequence.openaiscala.service._ import io.cequence.wsclient.domain.WsRequestContext import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala index 5791897a..2faea5a9 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/adapter/RetryAdapterExample.scala @@ -1,12 +1,12 @@ package io.cequence.openaiscala.examples.adapter -import io.cequence.openaiscala.{OpenAIScalaClientException, OpenAIScalaClientTimeoutException} import io.cequence.openaiscala.RetryHelpers.RetrySettings import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain.{ModelId, SystemMessage, UserMessage} import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service._ import io.cequence.openaiscala.service.adapter.OpenAIServiceAdapters +import io.cequence.openaiscala.{OpenAIScalaClientException, OpenAIScalaClientTimeoutException} import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndImage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndImage.scala index 2ba9667f..ba37da16 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndImage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndImage.scala @@ -1,13 +1,7 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.domain.{ - ImageURLContent, - NonOpenAIModelId, - SystemMessage, - TextContent, - UserSeqMessage -} +import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} import io.cequence.openaiscala.service.OpenAIChatCompletionService diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala index 27a1408f..58daeacf 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala @@ -1,7 +1,7 @@ package io.cequence.openaiscala.examples.nonopenai -import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.examples.{BufferedImageHelper, ExampleBase} import io.cequence.openaiscala.service.OpenAIChatCompletionService diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala index c90cd369..ec036530 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessage.scala @@ -1,7 +1,5 @@ package io.cequence.openaiscala.examples.nonopenai -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlockBase import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningJson.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningJson.scala index 29a38278..46d8a733 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningJson.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAIDocumentInliningJson.scala @@ -1,5 +1,6 @@ package io.cequence.openaiscala.examples.nonopenai +import io.cequence.openaiscala.JsonFormats.jsonSchemaFormat import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.{ ChatCompletionResponseFormatType, @@ -8,7 +9,6 @@ import io.cequence.openaiscala.domain.settings.{ import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService import play.api.libs.json.Json -import io.cequence.openaiscala.JsonFormats.jsonSchemaFormat import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionStreamed.scala index e8b9b6ec..6a3d8a25 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GrokCreateChatCompletionStreamed.scala @@ -33,8 +33,7 @@ object GrokCreateChatCompletionStreamed ) .runWith( Sink.foreach { completion => - val content = completion.choices.headOption.flatMap(_.delta.content) - print(content.getOrElse("")) + print(completion.contentHead.getOrElse("")) } ) } From 19ac92db8a72da9fe8e37d74d44999dd49a7c27d Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:34:11 +0100 Subject: [PATCH 186/404] Chat completion provider (examples) - adding Gemini --- .../examples/nonopenai/ChatCompletionProvider.scala | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala index b3365f67..df751cca 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/ChatCompletionProvider.scala @@ -4,12 +4,12 @@ import akka.stream.Materializer import io.cequence.openaiscala.anthropic.service.AnthropicServiceFactory import io.cequence.openaiscala.domain.ProviderSettings import io.cequence.openaiscala.perplexity.service.SonarServiceFactory +import io.cequence.openaiscala.service.OpenAIStreamedServiceImplicits._ +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService import io.cequence.openaiscala.service.{ ChatProviderSettings, OpenAIChatCompletionServiceFactory } -import io.cequence.openaiscala.service.OpenAIStreamedServiceImplicits._ -import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService import io.cequence.openaiscala.vertexai.service.VertexAIServiceFactory import scala.concurrent.ExecutionContext @@ -116,6 +116,14 @@ object ChatCompletionProvider { ): OpenAIChatCompletionStreamedService = SonarServiceFactory.asOpenAI() + /** + * Requires `GOOGLE_API_KEY` + */ + def gemini( + implicit ec: ExecutionContext, + m: Materializer + ): OpenAIChatCompletionStreamedService = provide(ChatProviderSettings.gemini) + private def provide( settings: ProviderSettings )( From 8d8f60fdbf2f23d124f233e0581fd0deea8de0f9 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:36:34 +0100 Subject: [PATCH 187/404] Anthropic bedrock example adjusted --- ...icBedrockCreateChatCompletionStreamedWithOpenAIAdapter.scala | 2 +- .../AnthropicCreateChatCompletionWithOpenAIAdapter.scala | 2 +- .../examples/nonopenai/CerebrasCreateChatCompletion.scala | 1 + .../examples/nonopenai/FireworksAICreateChatCompletion.scala | 1 + 4 files changed, 4 insertions(+), 2 deletions(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter.scala index d9aa6e6e..bf63d175 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -24,7 +24,7 @@ object AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter .createChatCompletionStreamed( messages = messages, settings = CreateChatCompletionSettings( - model = NonOpenAIModelId.claude_3_5_sonnet_20240620 + model = NonOpenAIModelId.bedrock_claude_3_5_haiku_20241022_v1_0 ) ) .runWith( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala index 51204f45..ed9d84cb 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionWithOpenAIAdapter.scala @@ -22,7 +22,7 @@ object AnthropicCreateChatCompletionWithOpenAIAdapter service .createChatCompletion( messages = messages, - settings = CreateChatCompletionSettings(NonOpenAIModelId.claude_3_5_sonnet_20241022) + settings = CreateChatCompletionSettings(NonOpenAIModelId.claude_3_5_haiku_20241022) ) .map { content => println(content.choices.headOption.map(_.message.content).getOrElse("N/A")) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala index 68d6fba3..520f3e93 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/CerebrasCreateChatCompletion.scala @@ -24,6 +24,7 @@ object CerebrasCreateChatCompletion extends ExampleBase[OpenAIChatCompletionServ UserMessage("What is the weather like in Norway?") ) +// private val modelId = NonOpenAIModelId.deepseek_r1_distill_llama_70b private val modelId = NonOpenAIModelId.llama_3_3_70b override protected def run: Future[_] = diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala index b27b9aec..6b5c03ab 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/FireworksAICreateChatCompletion.scala @@ -24,6 +24,7 @@ object FireworksAICreateChatCompletion extends ExampleBase[OpenAIChatCompletionS UserMessage("What is the weather like in Norway?") ) +// private val modelId = NonOpenAIModelId.deepseek_r1 private val modelId = NonOpenAIModelId.llama_v3p1_405b_instruct override protected def run: Future[_] = From 9823f748affd0693dee6a64fd34320961770f92b Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:38:27 +0100 Subject: [PATCH 188/404] Google Gemini examples - generate content, generate content streamed, chat completion (with OpenAI wrapper), list models --- build.sbt | 2 +- .../GoogleGeminiCreateChatCompletion.scala | 32 +++++++++++++ ...tCompletionStreamedWithOpenAIAdapter.scala | 42 ++++++++++++++++ ...reateChatCompletionWithOpenAIAdapter.scala | 35 ++++++++++++++ .../GoogleGeminiGenerateContent.scala | 45 +++++++++++++++++ .../GoogleGeminiGenerateContentStreamed.scala | 48 +++++++++++++++++++ .../nonopenai/GoogleGeminiListModels.scala | 21 ++++++++ 7 files changed, 224 insertions(+), 1 deletion(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletion.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionStreamedWithOpenAIAdapter.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionWithOpenAIAdapter.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContent.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentStreamed.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiListModels.scala diff --git a/build.sbt b/build.sbt index 4f3129d8..70ade5ef 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.3.RC.4" +ThisBuild / version := "1.1.3.RC.27" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletion.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletion.scala new file mode 100644 index 00000000..7a89a432 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletion.scala @@ -0,0 +1,32 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +/** + * Requires `GOOGLE_API_KEY` environment variable to be set. + */ +object GoogleGeminiCreateChatCompletion extends ExampleBase[OpenAIChatCompletionService] { + + override val service: OpenAIChatCompletionService = ChatCompletionProvider.gemini + + private val messages = Seq( + UserMessage("Explain AI to a 5-year-old.") + ) + + private val modelId = NonOpenAIModelId.gemini_1_5_flash_001 + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId + ) + ) + .map(printMessageContent) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionStreamedWithOpenAIAdapter.scala new file mode 100644 index 00000000..fafc6042 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -0,0 +1,42 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.gemini.service.GeminiServiceFactory +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService + +import scala.concurrent.Future + +/** + * Requires `GOOGLE_API_KEY` environment variable to be set. + */ +object GoogleGeminiCreateChatCompletionStreamedWithOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionStreamedService] { + + override val service: OpenAIChatCompletionStreamedService = GeminiServiceFactory.asOpenAI() + + private val messages = Seq( + SystemMessage("You are a pirate who likes to joke."), + UserMessage("Explain AI to a 5-year-old.") + ) + + private val modelId = NonOpenAIModelId.gemini_2_0_pro_exp + + override protected def run: Future[_] = + service + .createChatCompletionStreamed( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + temperature = Some(20), + max_tokens = Some(1000) + ) + ) + .runWith( + Sink.foreach { completion => + print(completion.contentHead.getOrElse("")) + } + ) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionWithOpenAIAdapter.scala new file mode 100644 index 00000000..bf984cb0 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionWithOpenAIAdapter.scala @@ -0,0 +1,35 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.gemini.service.GeminiServiceFactory +import io.cequence.openaiscala.service.OpenAIChatCompletionService + +import scala.concurrent.Future + +/** + * Requires `GOOGLE_API_KEY` environment variable to be set. + */ +object GoogleGeminiCreateChatCompletionWithOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionService] { + + override val service: OpenAIChatCompletionService = GeminiServiceFactory.asOpenAI() + + private val messages = Seq( + SystemMessage("You are a pirate who likes to joke."), + UserMessage("Explain AI to a 5-year-old.") + ) + + private val modelId = NonOpenAIModelId.gemini_1_5_flash_001 + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId + ) + ) + .map(printMessageContent) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContent.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContent.scala new file mode 100644 index 00000000..d5b77d43 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContent.scala @@ -0,0 +1,45 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.gemini.domain.ChatRole.User +import io.cequence.openaiscala.gemini.domain.Content +import io.cequence.openaiscala.gemini.domain.settings.{ + GenerateContentSettings, + GenerationConfig +} +import io.cequence.openaiscala.gemini.service.{GeminiService, GeminiServiceFactory} + +import scala.concurrent.Future + +// requires `openai-scala-google-gemini-client` as a dependency and `GOOGLE_API_KEY` environment variable to be set +object GoogleGeminiGenerateContent extends ExampleBase[GeminiService] { + + override protected val service: GeminiService = GeminiServiceFactory() + + private val systemPrompt: Content = + Content.textPart("You are a helpful assistant who knows elfs personally.", User) + + private val contents: Seq[Content] = Seq( + Content.textPart("What is the weather like in Norway?", User) + ) + + override protected def run: Future[_] = + service + .generateContent( + contents, + settings = GenerateContentSettings( + model = NonOpenAIModelId.gemini_2_0_flash_exp, + systemInstruction = Some(systemPrompt), + generationConfig = Some( + GenerationConfig( + maxOutputTokens = Some(2000), + temperature = Some(0.2) + ) + ) + ) + ) + .map { response => + println(response.contentHeadText) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentStreamed.scala new file mode 100644 index 00000000..229e8baf --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentStreamed.scala @@ -0,0 +1,48 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.gemini.domain.ChatRole.User +import io.cequence.openaiscala.gemini.domain.Content +import io.cequence.openaiscala.gemini.domain.settings.{ + GenerateContentSettings, + GenerationConfig +} +import io.cequence.openaiscala.gemini.service.{GeminiService, GeminiServiceFactory} + +import scala.concurrent.Future + +// requires `openai-scala-google-gemini-client` as a dependency and `GOOGLE_API_KEY` environment variable to be set +object GoogleGeminiGenerateContentStreamed extends ExampleBase[GeminiService] { + + override protected val service: GeminiService = GeminiServiceFactory() + + private val systemPrompt: Content = + Content.textPart("You are a helpful assistant who knows elfs personally.", User) + + private val contents: Seq[Content] = Seq( + Content.textPart("What is the weather like in Norway?", User) + ) + + override protected def run: Future[_] = + service + .generateContentStreamed( + contents, + settings = GenerateContentSettings( + model = NonOpenAIModelId.gemini_2_0_flash_exp, + systemInstruction = Some(systemPrompt), + generationConfig = Some( + GenerationConfig( + maxOutputTokens = Some(5000), + temperature = Some(0.2) + ) + ) + ) + ) + .runWith( + Sink.foreach { response => + print(response.contentHeadText) + } + ) +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiListModels.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiListModels.scala new file mode 100644 index 00000000..ffba6a31 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiListModels.scala @@ -0,0 +1,21 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.gemini.service.{GeminiService, GeminiServiceFactory} + +import scala.concurrent.Future + +// requires `openai-scala-google-gemini-client` as a dependency and `GEMINI_API_KEY` environment variable to be set +object GoogleGeminiListModels extends ExampleBase[GeminiService] { + + override protected val service: GeminiService = GeminiServiceFactory() + + override protected def run: Future[_] = + service.listModels(pageSize = Some(100)).map { modelsResponse => + println( + "Models: \n" + modelsResponse.models + .map(model => s"${model.name} - ${model.supportedGenerationMethods.mkString(", ")}") + .mkString("\n") + ) + } +} From efec83d1a886fba480e0966040e891c98dacb4dd Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 11:55:34 +0100 Subject: [PATCH 189/404] Google gemini examples - generate content cached, with inline data, and with openai adapter --- .../CreateChatCompletionStreamed.scala | 7 +- .../GoogleGeminiGenerateContentCached.scala | 115 ++++++++++++++++++ ...iGenerateContentCachedWithInlineData.scala | 83 +++++++++++++ ...nerateContentCachedWithOpenAIAdapter.scala | 60 +++++++++ 4 files changed, 262 insertions(+), 3 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCached.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithInlineData.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithOpenAIAdapter.scala diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamed.scala index 304543a8..3dfa6fe5 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/CreateChatCompletionStreamed.scala @@ -3,9 +3,11 @@ package io.cequence.openaiscala.examples import akka.stream.scaladsl.Sink import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIStreamedService +import io.cequence.openaiscala.domain.settings.ReasoningEffort.medium import io.cequence.openaiscala.service.OpenAIServiceFactory import io.cequence.openaiscala.service.OpenAIStreamedServiceImplicits._ +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIStreamedService + import scala.concurrent.Future // requires `openai-scala-client-stream` as a dependency @@ -26,8 +28,7 @@ object CreateChatCompletionStreamed extends ExampleBase[OpenAIStreamedService] { ) .runWith( Sink.foreach { completion => - val content = completion.choices.headOption.flatMap(_.delta.content) - print(content.getOrElse("")) + print(completion.contentHead.getOrElse("")) } ) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCached.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCached.scala new file mode 100644 index 00000000..b8cefcf4 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCached.scala @@ -0,0 +1,115 @@ +package io.cequence.openaiscala.examples.nonopenai + +import com.typesafe.scalalogging.Logger +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.gemini.domain.ChatRole.User +import io.cequence.openaiscala.gemini.domain.settings.{ + GenerateContentSettings, + GenerationConfig +} +import io.cequence.openaiscala.gemini.domain.{CachedContent, Content, Expiration} +import io.cequence.openaiscala.gemini.service.{GeminiService, GeminiServiceFactory} +import org.slf4j.LoggerFactory + +import scala.concurrent.Future +import scala.io.Source + +// requires `openai-scala-google-gemini-client` as a dependency and `GOOGLE_API_KEY` environment variable to be set +object GoogleGeminiGenerateContentCached extends ExampleBase[GeminiService] { + + override protected val service: GeminiService = GeminiServiceFactory() + + protected val logger: Logger = Logger(LoggerFactory.getLogger(this.getClass)) + + private val systemPrompt = "You are a helpful assistant and expert in Norway." + private val userPrompt = "Write the section 'Higher education in Norway' verbatim." + private val knowledgeFile = getClass.getResource("/norway_wiki.md").getFile + + private lazy val knowledgeContent = { + val source = Source.fromFile(knowledgeFile) + try source.mkString("") + finally source.close() + } + + private val model = NonOpenAIModelId.gemini_1_5_flash_002 + + private val knowledgeTextContent: Content = + Content.textPart( + knowledgeContent, + User + ) + + override protected def run: Future[_] = { + def listCachedContents = + service.listCachedContents().map { cachedContentsResponse => + logger.info( + s"Cached contents: ${cachedContentsResponse.cachedContents.flatMap(_.name).mkString(", ")}" + ) + } + + for { + _ <- listCachedContents + + saveCachedContent <- service.createCachedContent( + CachedContent( + contents = Seq(knowledgeTextContent), + systemInstruction = Some(Content.textPart(systemPrompt, User)), + model = model + ) + ) + + cachedContentName = saveCachedContent.name.get + + _ = logger.info(s"${cachedContentName} - expire time : " + saveCachedContent.expireTime) + + _ <- listCachedContents + + updatedCachedContent <- service.updateCachedContent( + cachedContentName, + Expiration.TTL("60s") + ) + + _ = logger.info( + s"${cachedContentName} - new expire time : " + updatedCachedContent.expireTime + ) + + response <- service.generateContent( + Seq(Content.textPart(userPrompt, User)), + settings = GenerateContentSettings( + model = model, + generationConfig = Some( + GenerationConfig( + maxOutputTokens = Some(2000), + temperature = Some(0.2) + ) + ), + cachedContent = Some(cachedContentName) + ) + ) + + _ = logger.info("Response : " + response.contentHeadText) + + _ = { + val usage = response.usageMetadata + logger.info( + s"""Usage + |Prompt tokens : ${usage.promptTokenCount} + |(cached) : ${usage.cachedContentTokenCount.getOrElse(0)} + |Candidate tokens: : ${usage.candidatesTokenCount.getOrElse(0)} + |Total tokens : ${usage.totalTokenCount}""".stripMargin + ) + } + + cachedContentNameNew <- service.getCachedContent(cachedContentName) + + _ = logger.info( + s"${cachedContentNameNew.name.get} - expire time : " + cachedContentNameNew.expireTime + ) + + _ <- service.deleteCachedContent(cachedContentName) + + _ <- listCachedContents + } yield () + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithInlineData.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithInlineData.scala new file mode 100644 index 00000000..7f9f1993 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithInlineData.scala @@ -0,0 +1,83 @@ +package io.cequence.openaiscala.examples.nonopenai + +import com.typesafe.scalalogging.Logger +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.gemini.domain.ChatRole.User +import io.cequence.openaiscala.gemini.domain.settings.{ + GenerateContentSettings, + GenerationConfig +} +import io.cequence.openaiscala.gemini.domain.{CachedContent, Content, Part} +import io.cequence.openaiscala.gemini.service.{GeminiService, GeminiServiceFactory} +import org.slf4j.LoggerFactory + +import java.util.Base64 +import scala.concurrent.Future +import scala.io.Source + +// requires `openai-scala-google-gemini-client` as a dependency and `GOOGLE_API_KEY` environment variable to be set +object GoogleGeminiGenerateContentCachedWithInlineData extends ExampleBase[GeminiService] { + + override protected val service: GeminiService = GeminiServiceFactory() + + protected val logger: Logger = Logger(LoggerFactory.getLogger(this.getClass)) + + private val systemPrompt = "You are a helpful assistant and expert in Norway." + private val userPrompt = "Write the section 'Higher education in Norway' verbatim." + private val knowledgeFile = getClass.getResource("/norway_wiki.md").getFile + + private lazy val knowledgeContent = { + val source = Source.fromFile(knowledgeFile) + try source.mkString("") + finally source.close() + } + + private val model = NonOpenAIModelId.gemini_1_5_flash_002 + + private val knowledgeInlineData: Content = + Content( + User, + Part.InlineData( + mimeType = "text/plain", + data = Base64.getEncoder.encodeToString(knowledgeContent.getBytes("UTF-8")) + ) + ) + + override protected def run: Future[_] = + for { + // create cached content + saveCachedContent <- service.createCachedContent( + CachedContent( + contents = Seq(knowledgeInlineData), + systemInstruction = Some(Content.textPart(systemPrompt, User)), + model = model + ) + ) + + cachedContentName = saveCachedContent.name.get + + _ = logger.info(s"${cachedContentName} - expire time : " + saveCachedContent.expireTime) + + // chat completion with cached content + response <- service.generateContent( + Seq(Content.textPart(userPrompt, User)), + settings = GenerateContentSettings( + model = model, + generationConfig = Some( + GenerationConfig( + maxOutputTokens = Some(2000), + temperature = Some(0.2) + ) + ), + cachedContent = Some(cachedContentName) + ) + ) + + // response + _ = logger.info("Response: " + response.contentHeadText) + + // clean up + _ <- service.deleteCachedContent(cachedContentName) + } yield () +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithOpenAIAdapter.scala new file mode 100644 index 00000000..3698c2d6 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithOpenAIAdapter.scala @@ -0,0 +1,60 @@ +package io.cequence.openaiscala.examples.nonopenai + +import com.typesafe.scalalogging.Logger +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.gemini.domain.ChatRole.User +import io.cequence.openaiscala.gemini.domain.{CachedContent, Content} +import io.cequence.openaiscala.gemini.service.{GeminiService, GeminiServiceFactory} +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService +import org.slf4j.LoggerFactory + +import scala.concurrent.Future +import scala.io.Source + +// requires `openai-scala-google-gemini-client` as a dependency and `GOOGLE_API_KEY` environment variable to be set +object GoogleGeminiGenerateContentCachedWithOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionStreamedService] { + + override val service: OpenAIChatCompletionStreamedService = GeminiServiceFactory.asOpenAI() + + private val rawGeminiService: GeminiService = GeminiServiceFactory() + + protected val logger: Logger = Logger(LoggerFactory.getLogger(this.getClass)) + + private val systemPrompt = "You are a helpful assistant and expert in Norway." + private val userPrompt = "Write the section 'Higher education in Norway' verbatim." + private val knowledgeFile = getClass.getResource("/norway_wiki.md").getFile + + private lazy val knowledgeContent = { + val source = Source.fromFile(knowledgeFile) + try source.mkString("") + finally source.close() + } + + private val model = NonOpenAIModelId.gemini_1_5_flash_002 + + private val knowledgeTextContent: Content = + Content.textPart( + knowledgeContent, + User + ) + + // TODO + override protected def run: Future[_] = + for { + saveCachedContent <- rawGeminiService.createCachedContent( + CachedContent( + contents = Seq(knowledgeTextContent), + systemInstruction = Some(Content.textPart(systemPrompt, User)), + model = model + ) + ) +// +// response <- service.createChatCompletion( +// +// ) + + _ <- rawGeminiService.deleteCachedContent(saveCachedContent.name.get) + } yield () +} From 6a08e9c80a5e819c3dd86ea3edb6db065d53ac37 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 12:00:43 +0100 Subject: [PATCH 190/404] Formatting - version 1.2.0.RC.1 --- build.sbt | 2 +- .../openaiscala/gemini/JsonFormatsSpec.scala | 20 ++++++++++++------- .../OpenAIChatCompletionServiceFactory.scala | 2 +- 3 files changed, 15 insertions(+), 9 deletions(-) diff --git a/build.sbt b/build.sbt index 70ade5ef..a5ff202f 100755 --- a/build.sbt +++ b/build.sbt @@ -7,7 +7,7 @@ val scala3 = "3.2.2" ThisBuild / organization := "io.cequence" ThisBuild / scalaVersion := scala212 -ThisBuild / version := "1.1.3.RC.27" +ThisBuild / version := "1.2.0.RC.1" ThisBuild / isSnapshot := false lazy val commonSettings = Seq( diff --git a/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala b/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala index 462ca345..e23d5b4f 100644 --- a/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala +++ b/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala @@ -5,7 +5,11 @@ import io.cequence.openaiscala.domain._ import io.cequence.openaiscala.gemini.JsonFormatsSpec.JsonPrintMode import io.cequence.openaiscala.gemini.JsonFormatsSpec.JsonPrintMode.{Compact, Pretty} import io.cequence.openaiscala.gemini.domain.{ChatRole, Content} -import io.cequence.openaiscala.gemini.domain.response.{Candidate, CitationMetadata, FinishReason, GroundingAttribution, GroundingMetadata, LogprobsResult, SafetyRating, TopCandidates} +import io.cequence.openaiscala.gemini.domain.response.{ + Candidate, + LogprobsResult, + TopCandidates +} import org.scalatest.matchers.should.Matchers import org.scalatest.wordspec.AnyWordSpecLike import play.api.libs.json.{Format, Json} @@ -26,14 +30,16 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { prettyTestCodec[Candidate]( Candidate( content = Content.textPart("Hello, world!", ChatRole.User), - logprobsResult = Some(LogprobsResult( - topCandidates = Nil, - chosenCandidates = Seq( - Candidate( - content = Content.textPart("Hello, back!", ChatRole.Model) + logprobsResult = Some( + LogprobsResult( + topCandidates = Nil, + chosenCandidates = Seq( + Candidate( + content = Content.textPart("Hello, back!", ChatRole.Model) + ) ) ) - )), + ) ), """{ | "content" : { diff --git a/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala b/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala index 58a3adfc..440fc1c0 100644 --- a/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala +++ b/openai-client/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionServiceFactory.scala @@ -45,7 +45,7 @@ trait IOpenAIChatCompletionServiceFactory[F] extends RawWsServiceFactory[F] { coreUrl = providerSettings.coreUrl, WsRequestContext(authHeaders = Seq( - ("Authorization", s"Bearer ${sys.env(providerSettings.apiKeyEnvVariable)}"), + ("Authorization", s"Bearer ${sys.env(providerSettings.apiKeyEnvVariable)}") ) ) ) From 4bea55eba8bc045c288f4d85dbe077e937f9afdc Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 12:29:07 +0100 Subject: [PATCH 191/404] Format 3 formatting --- .../scala/io/cequence/openaiscala/gemini/JsonFormats.scala | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala index aa62dd0d..b5d946bc 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala @@ -40,7 +40,7 @@ trait JsonFormats { private implicit val codeExecutionResultPartFormat: Format[Part.CodeExecutionResult] = Json.format[Part.CodeExecutionResult] - implicit val partWrites: Writes[Part] = Writes[Part] { part: Part => + implicit val partWrites: Writes[Part] = Writes[Part] { (part: Part) => val prefix = part.prefix.toString() def toJsonWithPrefix[T: Format](p: T) = { @@ -59,7 +59,7 @@ trait JsonFormats { } } - implicit val partReads: Reads[Part] = { json: JsValue => + implicit val partReads: Reads[Part] = { (json: JsValue) => json.validate[JsObject].map { jsonObject => assert(jsonObject.fields.size == 1) val (prefixFieldName, prefixJson) = jsonObject.fields.head @@ -98,7 +98,7 @@ trait JsonFormats { private implicit val googleSearchRetrievalFormat: Format[Tool.GoogleSearchRetrieval] = Json.format[Tool.GoogleSearchRetrieval] - implicit val toolWrites: Writes[Tool] = Writes[Tool] { part: Tool => + implicit val toolWrites: Writes[Tool] = Writes[Tool] { (part: Tool) => val prefix = part.prefix.toString() def toJsonWithPrefix(json: JsValue) = Json.obj(prefix -> json) From 02d059544ef7375866d519b4afb7db872e4ff850 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 12:49:32 +0100 Subject: [PATCH 192/404] Format 3 formatting --- .../openaiscala/anthropic/JsonFormats.scala | 11 ++- .../openaiscala/gemini/JsonFormats.scala | 97 ++++++++++--------- 2 files changed, 59 insertions(+), 49 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index f9610767..9e34aa36 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -102,14 +102,21 @@ trait JsonFormats { private val textBlockReads: Reads[TextBlock] = Json.using[Json.WithDefaultValues].reads[TextBlock] - // TODO: revisit this - we don't write citations if empty private val textBlockWrites: Writes[TextBlock] = ( (JsPath \ "text").write[String] and + // TODO: revisit this - we don't write citations if empty (JsPath \ "citations").writeNullable[Seq[Citation]].contramap[Seq[Citation]] { citations => if (citations.isEmpty) None else Some(citations) } - )(unlift(TextBlock.unapply)) + )( + // somehow unlift(TextBlock.unapply) is not working in Scala3 + (x: TextBlock) => + ( + x.text, + x.citations + ) + ) private val textBlockFormat: Format[TextBlock] = Format(textBlockReads, textBlockWrites) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala index b5d946bc..c1a6e768 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala @@ -60,7 +60,7 @@ trait JsonFormats { } implicit val partReads: Reads[Part] = { (json: JsValue) => - json.validate[JsObject].map { jsonObject => + json.validate[JsObject].map { (jsonObject: JsObject) => assert(jsonObject.fields.size == 1) val (prefixFieldName, prefixJson) = jsonObject.fields.head @@ -111,8 +111,8 @@ trait JsonFormats { } } - implicit val toolReads: Reads[Tool] = { json: JsValue => - json.validate[JsObject].map { jsonObject => + implicit val toolReads: Reads[Tool] = { (json: JsValue) => + json.validate[JsObject].map { (jsonObject: JsObject) => assert(jsonObject.fields.size == 1, s"Expected exactly one field in $json") val (prefixFieldName, prefixJson) = jsonObject.fields.head @@ -140,8 +140,8 @@ trait JsonFormats { Json.obj("functionCallingConfig" -> Json.toJson(p)) } - implicit val toolConfigReads: Reads[ToolConfig] = { json: JsValue => - json.validate[JsObject].map { jsonObject => + implicit val toolConfigReads: Reads[ToolConfig] = { (json: JsValue) => + json.validate[JsObject].map { (jsonObject: JsObject) => assert(jsonObject.fields.size == 1, s"Expected exactly one field in $json") val (prefixFieldName, prefixJson) = jsonObject.fields.head @@ -167,9 +167,17 @@ trait JsonFormats { ) implicit lazy val safetySettingFormat: Format[SafetySetting] = ( - (__ \ "harmCategory").format[HarmCategory] and - (__ \ "harmBlockThreshold").format[HarmBlockThreshold] - )(SafetySetting.apply, unlift(SafetySetting.unapply)) + (__ \ "category").format[HarmCategory] and + (__ \ "threshold").format[HarmBlockThreshold] + )( + SafetySetting.apply, + // somehow unlift(SafetySetting.unapply) is not working in Scala3 + (x: SafetySetting) => + ( + x.category, + x.threshold + ) + ) // Generation config implicit val prebuiltVoiceConfigFormat: Format[PrebuiltVoiceConfig] = @@ -181,8 +189,8 @@ trait JsonFormats { case p: SpeechConfig.VoiceConfig => Json.obj("voiceConfig" -> Json.toJson(p)) } - implicit val speechConfigReads: Reads[SpeechConfig] = { json: JsValue => - json.validate[JsObject].map { jsonObject => + implicit val speechConfigReads: Reads[SpeechConfig] = { (json: JsValue) => + json.validate[JsObject].map { (jsonObject: JsObject) => assert(jsonObject.fields.size == 1, s"Expected exactly one field in $json") val (prefixFieldName, prefixJson) = jsonObject.fields.head @@ -220,7 +228,7 @@ trait JsonFormats { Json.format[AttributionSourceId.GroundingPassageId] implicit val attributionSourceIdWrites: Writes[AttributionSourceId] = - Writes[AttributionSourceId] { sourceId: AttributionSourceId => + Writes[AttributionSourceId] { (sourceId: AttributionSourceId) => val prefix = sourceId.prefix.toString() def toJsonWithPrefix[T: Format](item: T) = Json.obj(prefix -> Json.toJson(item)) @@ -231,8 +239,8 @@ trait JsonFormats { } } - implicit val attributionSourceIdReads: Reads[AttributionSourceId] = { json: JsValue => - json.validate[JsObject].map { jsonObject => + implicit val attributionSourceIdReads: Reads[AttributionSourceId] = { (json: JsValue) => + json.validate[JsObject].map { (jsonObject: JsObject) => assert(jsonObject.fields.size == 1, s"Expected exactly one field in $json") val (prefixFieldName, prefixJson) = jsonObject.fields.head @@ -280,9 +288,24 @@ trait JsonFormats { (__ \ "groundingAttributions").write[Seq[GroundingAttribution]] and (__ \ "groundingMetadata").writeNullable[GroundingMetadata] and (__ \ "avgLogprobs").writeNullable[Double] and - (__ \ "logprobsResult").lazyWriteNullable[LogprobsResult](logprobsResultWrites) and + (__ \ "").lazyWriteNullable[LogprobsResult](logprobsResultWrites) and (__ \ "index").formatNullable[Int] - )(unlift(Candidate.unapply)) + )( + // somehow unlift(Candidate.unapply) is not working in Scala3 + (x: Candidate) => + ( + x.content, + x.finishReason, + x.safetyRatings, + x.citationMetadata, + x.tokenCount, + x.groundingAttributions, + x.groundingMetadata, + x.avgLogprobs, + x.logprobsResult, + x.index + ) + ) implicit lazy val candidateReads: Reads[Candidate] = ( (__ \ "content").read[Content] and @@ -303,7 +326,14 @@ trait JsonFormats { implicit lazy val logprobsResultWrites: Writes[LogprobsResult] = ( (__ \ "topCandidates").write[Seq[TopCandidates]] and (__ \ "chosenCandidates").write[Seq[Candidate]] - )(unlift(LogprobsResult.unapply)) + )( + // somehow unlift(LogprobsResult.unapply) is not working in Scala3 + (x: LogprobsResult) => + ( + x.topCandidates, + x.chosenCandidates + ) + ) implicit lazy val logprobsResultReads: Reads[LogprobsResult] = ( (__ \ "topCandidates").readWithDefault[Seq[TopCandidates]](Nil) and @@ -323,34 +353,7 @@ trait JsonFormats { implicit val modelFormat: Format[Model] = Json.using[Json.WithDefaultValues].format[Model] implicit val listModelsFormat: Format[ListModelsResponse] = Json.format[ListModelsResponse] -// private implicit val expireTimeFormat: Format[Expiration.ExpireTime] = -// Json.format[Expiration.ExpireTime] -// -// private implicit val expirationTTLFormat: Format[Expiration.TTL] = -// Json.format[Expiration.TTL] -// -// // Cached Content -// implicit val expirationWrites: Writes[Expiration] = Writes[Expiration] { -// case p: Expiration.ExpireTime => -// Json.obj("expireTime" -> Json.toJson(p)) -// case p: Expiration.TTL => -// Json.obj("ttl" -> Json.toJson(p)) -// } -// -// implicit val expirationReads: Reads[Expiration] = { json: JsValue => -// json.validate[JsObject].map { jsonObject => -// assert(jsonObject.fields.size == 1, s"Expected exactly one field in $json") -// val (prefixFieldName, prefixJson) = jsonObject.fields.head -// -// prefixFieldName match { -// case "expireTime" => prefixJson.as[Expiration.ExpireTime] -// case "ttl" => prefixJson.as[Expiration.TTL] -// case _ => -// throw new OpenAIScalaClientException(s"Unknown tool config type: $prefixFieldName") -// } -// } -// } -// implicit val expirationFormat: Format[Expiration] = Format(expirationReads, expirationWrites) + private val modelsPrefix = "models/" implicit val cachedContentWrites: Writes[CachedContent] = ( (__ \ "contents").write[Seq[Content]] and @@ -376,10 +379,10 @@ trait JsonFormats { }, cachedContent.name, cachedContent.displayName, - if (cachedContent.model.startsWith("models/")) { + if (cachedContent.model.startsWith(modelsPrefix)) { cachedContent.model } else { - s"models/${cachedContent.model}" + s"${modelsPrefix}${cachedContent.model}" }, cachedContent.systemInstruction, cachedContent.toolConfig @@ -419,7 +422,7 @@ trait JsonFormats { ), name = name, displayName = displayName, - model = model.stripPrefix("models/"), + model = model.stripPrefix(modelsPrefix), systemInstruction = systemInstruction, toolConfig = toolConfig ) From 084016a556ab3d38e81e3cca7188307169e5b38e Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 13:07:19 +0100 Subject: [PATCH 193/404] Gemini json formats - fixing test --- .../main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala | 2 +- .../scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala | 2 -- 2 files changed, 1 insertion(+), 3 deletions(-) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala index c1a6e768..944c1827 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/JsonFormats.scala @@ -288,7 +288,7 @@ trait JsonFormats { (__ \ "groundingAttributions").write[Seq[GroundingAttribution]] and (__ \ "groundingMetadata").writeNullable[GroundingMetadata] and (__ \ "avgLogprobs").writeNullable[Double] and - (__ \ "").lazyWriteNullable[LogprobsResult](logprobsResultWrites) and + (__ \ "logprobsResult").lazyWriteNullable[LogprobsResult](logprobsResultWrites) and (__ \ "index").formatNullable[Int] )( // somehow unlift(Candidate.unapply) is not working in Scala3 diff --git a/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala b/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala index e23d5b4f..7c33c52b 100644 --- a/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala +++ b/google-gemini-client/src/test/scala/io/cequence/openaiscala/gemini/JsonFormatsSpec.scala @@ -118,8 +118,6 @@ class JsonFormatsSpec extends AnyWordSpecLike with Matchers { case Pretty => Json.prettyPrint(jsValue) } - println(serialized) - if (!justSemantics) serialized shouldBe json val json2 = Json.parse(json).as[A] From 3495b75e029c429c727c2c83e2701c14fe3012f2 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 13 Feb 2025 13:12:40 +0100 Subject: [PATCH 194/404] Scala 3 formatting --- .../main/scala/io/cequence/openaiscala/gemini/domain/Tool.scala | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Tool.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Tool.scala index cb4f2afd..a76896cb 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Tool.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/Tool.scala @@ -122,7 +122,7 @@ case class Schema( format: Option[String] = None, description: Option[String] = None, nullable: Option[Boolean] = None, - enum: Option[Seq[String]] = None, + `enum`: Option[Seq[String]] = None, maxItems: Option[String] = None, minItems: Option[String] = None, properties: Option[Map[String, Schema]] = None, From 563dbbd9aba232f11fb301b6506d5207a8cdc3a1 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 20 Feb 2025 22:50:09 +0100 Subject: [PATCH 195/404] Anthropic - usage info - cache tokens made optional --- .../anthropic/domain/response/CreateMessageResponse.scala | 4 ++-- .../anthropic/service/impl/AwsEventStreamEventParser.scala | 1 - .../cequence/openaiscala/anthropic/service/impl/package.scala | 4 ++-- .../examples/nonopenai/AnthropicCreateCachedMessage.scala | 4 ++-- 4 files changed, 6 insertions(+), 7 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala index 2bb7e01f..22fc193b 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala @@ -45,7 +45,7 @@ object CreateMessageResponse { case class UsageInfo( input_tokens: Int, output_tokens: Int, - cache_creation_input_tokens: Int, - cache_read_input_tokens: Int + cache_creation_input_tokens: Option[Int], + cache_read_input_tokens: Option[Int] ) } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala index 54e01b7f..24b9473d 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/AwsEventStreamEventParser.scala @@ -2,7 +2,6 @@ package io.cequence.openaiscala.anthropic.service.impl import akka.NotUsed import play.api.libs.json.{JsValue, Json} -import akka.stream._ import akka.stream.scaladsl.Flow import akka.util.ByteString diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 982ae40c..e8c5fa85 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -217,7 +217,7 @@ package object impl extends AnthropicServiceConsts { def toOpenAI(usageInfo: UsageInfo): OpenAIUsageInfo = { val promptTokens = - usageInfo.input_tokens + usageInfo.cache_creation_input_tokens + usageInfo.cache_read_input_tokens + usageInfo.input_tokens + usageInfo.cache_creation_input_tokens.getOrElse(0) + usageInfo.cache_read_input_tokens.getOrElse(0) OpenAIUsageInfo( prompt_tokens = promptTokens, @@ -225,7 +225,7 @@ package object impl extends AnthropicServiceConsts { total_tokens = promptTokens + usageInfo.output_tokens, prompt_tokens_details = Some( PromptTokensDetails( - cached_tokens = usageInfo.cache_read_input_tokens, + cached_tokens = usageInfo.cache_read_input_tokens.getOrElse(0), audio_tokens = 0 ) ), diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala index 584c7c8b..7f3d8cc1 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateCachedMessage.scala @@ -386,8 +386,8 @@ object AnthropicCreateCachedMessage extends ExampleBase[AnthropicService] { usage: UsageInfo ) = println(s""" |Input tokens : ${usage.input_tokens} - |(cache create): ${usage.cache_creation_input_tokens} - |(cache read) : ${usage.cache_read_input_tokens} + |(cache create): ${usage.cache_creation_input_tokens.getOrElse(0)} + |(cache read) : ${usage.cache_read_input_tokens.getOrElse(0)} |Output tokens : ${usage.output_tokens} |""".stripMargin) From 9b4574691498c705035ad0177ade23c6f717f7c9 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 20 Feb 2025 22:50:40 +0100 Subject: [PATCH 196/404] Gemini - system message caching fixed --- .../impl/OpenAIGeminiChatCompletionService.scala | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala index 63279744..8f9049bf 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala @@ -56,7 +56,7 @@ private[service] class OpenAIGeminiChatCompletionService( val (userMessages, systemMessage) = splitMessage(messages) for { - settings <- handleCaching(systemMessage.get, userMessages, settings) + settings <- handleCaching(systemMessage, userMessages, settings) response <- underlying.generateContent( userMessages.map(toGeminiContent), @@ -71,7 +71,7 @@ private[service] class OpenAIGeminiChatCompletionService( ): Source[ChatCompletionChunkResponse, NotUsed] = { val (userMessages, systemMessage) = splitMessage(messages) - val futureSource = handleCaching(systemMessage.get, userMessages, settings).map(settings => + val futureSource = handleCaching(systemMessage, userMessages, settings).map(settings => underlying .generateContentStreamed( userMessages.map(toGeminiContent), @@ -85,20 +85,20 @@ private[service] class OpenAIGeminiChatCompletionService( } private def handleCaching( - systemMessage: BaseMessage, + systemMessage: Option[BaseMessage], userMessages: Seq[BaseMessage], settings: CreateChatCompletionSettings ): Future[GenerateContentSettings] = - if (settings.geminiCacheSystemMessage) { + if (settings.geminiCacheSystemMessage && systemMessage.isDefined) { // we cache only the system message - cacheMessages(systemMessage, userMessage = None, settings).map { cacheName => + cacheMessages(systemMessage.get, userMessage = None, settings).map { cacheName => // we skip the system message, as it is cached, plus we set the cache name toGeminiSettings(settings, systemMessage = None).copy(cachedContent = Some(cacheName)) } } else Future.successful( // no cache, we pass the system message - toGeminiSettings(settings, Some(systemMessage)) + toGeminiSettings(settings, systemMessage) ) // returns the cache name From 47484ceccd5ebd1ffa0c9382d7d33ea2f17338d2 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 21 Feb 2025 10:29:07 +0100 Subject: [PATCH 197/404] New models - grok 3 --- .../io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 89b980ea..6b968259 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -250,6 +250,11 @@ object NonOpenAIModelId { val solar_10_7b_instruct_v1_0 = "upstage/SOLAR-10.7B-Instruct-v1.0" // Together AI // Grok + // TODO: check these (assumed) names once the models are released + val grok_3_latest = "grok-3-latest" + val grok_3_mini = "grok-3-mini" + val grok_3_reasoning = "grok-3-reasoning" + val grok_3_mini_reasoning = "grok-3-mini-reasoning" // context 131072 val grok_2_latest = "grok-2-latest" From 5da31b443d39bb4515a0e7c3ee69a2f2cea4be88 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 21 Feb 2025 10:30:11 +0100 Subject: [PATCH 198/404] New JSON schema type - integer --- .../openaiscala/service/JsonSchemaReflectionHelper.scala | 9 ++++++--- .../main/scala/io/cequence/openaiscala/JsonFormats.scala | 8 ++++++++ .../io/cequence/openaiscala/domain/JsonSchema.scala | 6 ++++++ .../openaiscala/domain/settings/JsonSchemaDef.scala | 1 + 4 files changed, 21 insertions(+), 3 deletions(-) diff --git a/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala index 70f2bf20..ecba8014 100644 --- a/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala +++ b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala @@ -26,11 +26,14 @@ trait JsonSchemaReflectionHelper { explicitTypes: Map[String, JsonSchema] ): JsonSchema = typ match { + // integer + case t + if t matches (typeOf[Int], typeOf[Long], typeOf[Byte]) => + JsonSchema.Integer() + // number case t - if t matches (typeOf[Int], typeOf[Long], typeOf[Byte], typeOf[Double], typeOf[ - Float - ], typeOf[BigDecimal], typeOf[BigInt]) => + if t matches (typeOf[Double], typeOf[Float], typeOf[BigDecimal], typeOf[BigInt]) => JsonSchema.Number() // boolean diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 4be436bf..0dcbda68 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -1154,6 +1154,7 @@ object JsonFormats { implicit lazy val jsonSchemaWrites: Writes[JsonSchema] = { implicit val stringWrites = Json.writes[JsonSchema.String] implicit val numberWrites = Json.writes[JsonSchema.Number] + implicit val integerWrites = Json.writes[JsonSchema.Integer] implicit val booleanWrites = Json.writes[JsonSchema.Boolean] // implicit val nullWrites = Json.writes[JsonSchema.Null] @@ -1168,6 +1169,9 @@ object JsonFormats { case c: JsonSchema.Number => Json.toJson(c).as[JsObject] + case c: JsonSchema.Integer => + Json.toJson(c).as[JsObject] + case c: JsonSchema.Boolean => Json.toJson(c).as[JsObject] @@ -1201,6 +1205,7 @@ object JsonFormats { )(JsonSchema.String.apply _) implicit val numberReads: Reads[JsonSchema.Number] = Json.reads[JsonSchema.Number] + implicit val integerReads: Reads[JsonSchema.Integer] = Json.reads[JsonSchema.Integer] implicit val booleanReads: Reads[JsonSchema.Boolean] = Json.reads[JsonSchema.Boolean] // implicit val nullReads = Json.reads[JsonSchema.Null] @@ -1214,6 +1219,9 @@ object JsonFormats { case JsonType.Number => Json.fromJson[JsonSchema.Number](o) + case JsonType.Integer => + Json.fromJson[JsonSchema.Integer](o) + case JsonType.Boolean => Json.fromJson[JsonSchema.Boolean](o) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala index b31d4bd5..67880431 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/JsonSchema.scala @@ -36,6 +36,11 @@ object JsonSchema { ) extends JsonSchema { override val `type` = JsonType.Number } + case class Integer( + description: Option[JString] = None + ) extends JsonSchema { + override val `type` = JsonType.Integer + } case class Boolean( description: Option[JString] = None ) extends JsonSchema { @@ -55,6 +60,7 @@ object JsonType { case object Object extends JsonType("object") case object String extends JsonType("string") case object Number extends JsonType("number") + case object Integer extends JsonType("integer") case object Boolean extends JsonType("boolean") case object Null extends JsonType("null") case object Array extends JsonType("array") diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala index e52bd126..8301fe54 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/JsonSchemaDef.scala @@ -13,6 +13,7 @@ object JsonSchemaDef { def apply( name: String, strict: Boolean, + @Deprecated structure: Map[String, Any] ): JsonSchemaDef = JsonSchemaDef(name, strict, Right(structure)) From cf68313c830f5ce18c4db1fe429f17abfbc1b8ad Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 21 Feb 2025 10:31:56 +0100 Subject: [PATCH 199/404] Google Gemini - json schema support for OpenAI adapter --- .../OpenAIGeminiChatCompletionService.scala | 116 +++++++++++++++++- .../openaiscala/MessageJsonSpec.scala | 3 - .../service/OpenAIChatCompletionExtra.scala | 4 +- ...CreateChatCompletionJsonForCaseClass.scala | 4 +- ...hatCompletionCachedWithOpenAIAdapter.scala | 2 +- ...eChatCompletionJSONWithOpenAIAdapter.scala | 65 ++++++++++ 6 files changed, 185 insertions(+), 9 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala index 8f9049bf..28a767cf 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala @@ -41,6 +41,14 @@ import io.cequence.openaiscala.service.{ } import scala.concurrent.{ExecutionContext, Future} +import io.cequence.openaiscala.domain.settings.ChatCompletionResponseFormatType +import io.cequence.openaiscala.domain.JsonSchema +import io.cequence.openaiscala.gemini.domain.Schema +import com.typesafe.scalalogging.Logger +import io.cequence.openaiscala.gemini.domain.SchemaType +import org.slf4j.LoggerFactory + +import scala.collection.immutable.Traversable private[service] class OpenAIGeminiChatCompletionService( underlying: GeminiService @@ -49,6 +57,8 @@ private[service] class OpenAIGeminiChatCompletionService( ) extends OpenAIChatCompletionService with OpenAIChatCompletionStreamedServiceExtra { + protected val logger: Logger = Logger(LoggerFactory.getLogger(this.getClass)) + override def createChatCompletion( messages: Seq[BaseMessage], settings: CreateChatCompletionSettings @@ -185,7 +195,31 @@ private[service] class OpenAIGeminiChatCompletionService( private def toGeminiSettings( settings: CreateChatCompletionSettings, systemMessage: Option[BaseMessage] - ): GenerateContentSettings = + ): GenerateContentSettings = { + + // handle json schema + val responseFormat = + settings.response_format_type.getOrElse(ChatCompletionResponseFormatType.text) + + val jsonSchema = + if ( + responseFormat == ChatCompletionResponseFormatType.json_schema && settings.jsonSchema.isDefined + ) { + settings.jsonSchema.get.structure match { + case Left(schema) => + Some(toGeminiJSONSchema(schema)) + case Right(_) => + logger.warn( + "Map-like legacy JSON schema is not supported for conversion to Gemini schema." + ) + None + } + } else + None + + // check for unsupported fields + checkNotSupported(settings) + GenerateContentSettings( model = settings.model, tools = None, // TODO @@ -196,7 +230,7 @@ private[service] class OpenAIGeminiChatCompletionService( GenerationConfig( stopSequences = (if (settings.stop.nonEmpty) Some(settings.stop) else None), responseMimeType = None, - responseSchema = None, // TODO: support JSON! + responseSchema = jsonSchema, responseModalities = None, candidateCount = settings.n, maxOutputTokens = settings.max_tokens, @@ -214,6 +248,84 @@ private[service] class OpenAIGeminiChatCompletionService( ), cachedContent = None ) + } + + private def checkNotSupported( + settings: CreateChatCompletionSettings + ) = { + def notSupported( + field: CreateChatCompletionSettings => Option[_], + fieldName: String + ): Unit = + field(settings).foreach { _ => + logger.warn(s"Field $fieldName is not yet supported for Gemini. Skipping...") + } + + def notSupportedCollection( + field: CreateChatCompletionSettings => Traversable[_], + fieldName: String + ): Unit = + if (field(settings).nonEmpty) { + logger.warn(s"Field $fieldName is not supported for Gemini. Skipping...") + } + + notSupported(_.reasoning_effort, "reasoning_effort") + notSupported(_.service_tier, "service_tier") + notSupported(_.parallel_tool_calls, "parallel_tool_calls") + notSupportedCollection(_.metadata, "metadata") + notSupportedCollection(_.logit_bias, "logit_bias") + notSupported(_.user, "user") + notSupported(_.store, "store") + } + + private def toGeminiJSONSchema( + jsonSchema: JsonSchema + ): Schema = jsonSchema match { + case JsonSchema.String(description, enumVals) => + Schema( + `type` = SchemaType.STRING, + description = description, + `enum` = Some(enumVals) + ) + + case JsonSchema.Number(description) => + Schema( + `type` = SchemaType.NUMBER, + description = description + ) + + case JsonSchema.Integer(description) => + Schema( + `type` = SchemaType.INTEGER, + description = description + ) + + case JsonSchema.Boolean(description) => + Schema( + `type` = SchemaType.BOOLEAN, + description = description + ) + + case JsonSchema.Object(properties, required) => + Schema( + `type` = SchemaType.OBJECT, + properties = Some( + properties.map { case (key, jsonSchema) => + key -> toGeminiJSONSchema(jsonSchema) + }.toMap + ), + required = Some(required) + ) + + case JsonSchema.Array(items) => + Schema( + `type` = SchemaType.ARRAY, + items = Some(toGeminiJSONSchema(items)) + ) + + case _ => + throw new OpenAIScalaClientException(s"Unsupported JSON schema type for Gemini.") + } private def toOpenAIResponse( response: GenerateContentResponse diff --git a/openai-client/src/test/scala/io/cequence/openaiscala/MessageJsonSpec.scala b/openai-client/src/test/scala/io/cequence/openaiscala/MessageJsonSpec.scala index 1a8ac2fd..2a0fbbec 100644 --- a/openai-client/src/test/scala/io/cequence/openaiscala/MessageJsonSpec.scala +++ b/openai-client/src/test/scala/io/cequence/openaiscala/MessageJsonSpec.scala @@ -221,11 +221,8 @@ class MessageJsonSpec extends Matchers with AnyWordSpecLike { val json = toJson(message) val jsonKeys = json.keySet - println(toJsonObject(message)) - val messages2 = AssistantMessage(content) toJson(messages2) - println(toJsonObject(messages2)) // json shouldNot be(json2) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 2c00b68e..85da7249 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -91,9 +91,9 @@ object OpenAIChatCompletionExtra { failureMessage = s"${taskNameForLoggingFinal.capitalize} failed." ) .map { response => - val content = response.choices.head.message.content + val content = response.contentHead val contentTrimmed = content.stripPrefix("```json").stripSuffix("```").trim - val contentJson = contentTrimmed.dropWhile(_ != '{') + val contentJson = contentTrimmed.dropWhile(char => char != '{' && char != '[') val json = parseJson(contentJson) logger.debug( diff --git a/openai-examples/src/main/scala-2/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala b/openai-examples/src/main/scala-2/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala index b923a908..510edfa5 100644 --- a/openai-examples/src/main/scala-2/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala +++ b/openai-examples/src/main/scala-2/io/cequence/openaiscala/examples/CreateChatCompletionJsonForCaseClass.scala @@ -15,8 +15,10 @@ object CreateChatCompletionJsonForCaseClass extends Example with JsonSchemaRefle case class Country( country: String, capital: String, - populationMil: Double + populationMil: Int, + ratioOfMenToWomen: Double ) + case class CapitalsResponse(capitals: Seq[Country]) // JSON format and schema diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala index c34642a2..2e290d3c 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala @@ -31,6 +31,6 @@ object AnthropicCreateChatCompletionCachedWithOpenAIAdapter ) // this is how we pass it through the adapter ) .map { content => - println(content.choices.headOption.map(_.message.content).getOrElse("N/A")) + println(content.contentHead) } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala new file mode 100644 index 00000000..803aed42 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala @@ -0,0 +1,65 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, CreateChatCompletionSettings, JsonSchemaDef} +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.examples.fixtures.TestFixtures +import io.cequence.openaiscala.gemini.service.GeminiServiceFactory +import io.cequence.openaiscala.service.OpenAIChatCompletionService +import io.cequence.openaiscala.service.OpenAIChatCompletionExtra._ +import play.api.libs.json.{JsArray, JsObject, Json} + +import scala.concurrent.Future + +/** + * Requires `GOOGLE_API_KEY` environment variable to be set. + */ +object GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionService] with TestFixtures { + + override val service: OpenAIChatCompletionService = GeminiServiceFactory.asOpenAI() + + private val messages = Seq( + SystemMessage("You are an expert geographer"), + UserMessage("List all Asian countries in the prescribed JSON format.") + ) + + private val jsonSchema = JsonSchema.Object( + properties = Seq( + "countries" -> JsonSchema.Array( + JsonSchema.Object( + properties = Seq( + "country" -> JsonSchema.String(), + "capital" -> JsonSchema.String(), + "countrySize" -> JsonSchema.String( + `enum` = Seq("small", "medium", "large") + ), + "commonwealthMember" -> JsonSchema.Boolean(), + "populationMil" -> JsonSchema.Integer(), + "ratioOfMenToWomen" -> JsonSchema.Number(), + ), + required = Seq("country", "capital", "countrySize", "commonwealthMember", "populationMil", "ratioOfMenToWomen") + ) + ) + ), + required = Seq("countries") + ) + + private val modelId = NonOpenAIModelId.gemini_2_0_flash + + override protected def run: Future[_] = + service + .createChatCompletionWithJSON[JsObject]( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + response_format_type = Some(ChatCompletionResponseFormatType.json_schema), + jsonSchema = Some(JsonSchemaDef( + name = "countries_response", + strict = true, + structure = jsonSchema + )) + ) + ) + .map(json => println(Json.prettyPrint(json))) +} From fb5e7118c21845fdede4b186f7a92dc4f7ce36b7 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 21 Feb 2025 21:08:19 +0100 Subject: [PATCH 200/404] Formatting --- .../service/JsonSchemaReflectionHelper.scala | 3 +- ...eChatCompletionJSONWithOpenAIAdapter.scala | 32 +++++++++++++------ ...reateChatCompletionWithOpenAIAdapter.scala | 7 +++- 3 files changed, 30 insertions(+), 12 deletions(-) diff --git a/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala index ecba8014..24854122 100644 --- a/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala +++ b/openai-core/src/main/scala-2/io/cequence/openaiscala/service/JsonSchemaReflectionHelper.scala @@ -27,8 +27,7 @@ trait JsonSchemaReflectionHelper { ): JsonSchema = typ match { // integer - case t - if t matches (typeOf[Int], typeOf[Long], typeOf[Byte]) => + case t if t matches (typeOf[Int], typeOf[Long], typeOf[Byte]) => JsonSchema.Integer() // number diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala index 803aed42..572f2a33 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala @@ -1,7 +1,11 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain._ -import io.cequence.openaiscala.domain.settings.{ChatCompletionResponseFormatType, CreateChatCompletionSettings, JsonSchemaDef} +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings, + JsonSchemaDef +} import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.examples.fixtures.TestFixtures import io.cequence.openaiscala.gemini.service.GeminiServiceFactory @@ -15,7 +19,8 @@ import scala.concurrent.Future * Requires `GOOGLE_API_KEY` environment variable to be set. */ object GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter - extends ExampleBase[OpenAIChatCompletionService] with TestFixtures { + extends ExampleBase[OpenAIChatCompletionService] + with TestFixtures { override val service: OpenAIChatCompletionService = GeminiServiceFactory.asOpenAI() @@ -36,9 +41,16 @@ object GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter ), "commonwealthMember" -> JsonSchema.Boolean(), "populationMil" -> JsonSchema.Integer(), - "ratioOfMenToWomen" -> JsonSchema.Number(), + "ratioOfMenToWomen" -> JsonSchema.Number() ), - required = Seq("country", "capital", "countrySize", "commonwealthMember", "populationMil", "ratioOfMenToWomen") + required = Seq( + "country", + "capital", + "countrySize", + "commonwealthMember", + "populationMil", + "ratioOfMenToWomen" + ) ) ) ), @@ -54,11 +66,13 @@ object GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter settings = CreateChatCompletionSettings( model = modelId, response_format_type = Some(ChatCompletionResponseFormatType.json_schema), - jsonSchema = Some(JsonSchemaDef( - name = "countries_response", - strict = true, - structure = jsonSchema - )) + jsonSchema = Some( + JsonSchemaDef( + name = "countries_response", + strict = true, + structure = jsonSchema + ) + ) ) ) .map(json => println(Json.prettyPrint(json))) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionWithOpenAIAdapter.scala index bf984cb0..63aaf856 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionWithOpenAIAdapter.scala @@ -28,7 +28,12 @@ object GoogleGeminiCreateChatCompletionWithOpenAIAdapter .createChatCompletion( messages = messages, settings = CreateChatCompletionSettings( - model = modelId + model = modelId, + // unsupported by Google Gemini (just to test) + metadata = Map( + "chatbot" -> "pirate", + "user" -> "5-year-old" + ) ) ) .map(printMessageContent) From 72b2be584636cc01d5967e5fa037ab45bd5aca0f Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 21 Feb 2025 21:08:56 +0100 Subject: [PATCH 201/404] Usage info - a few attributes made optional --- .../openaiscala/anthropic/service/impl/package.scala | 6 ++++-- .../impl/OpenAIGeminiChatCompletionService.scala | 6 +++--- .../domain/response/TextCompletionResponse.scala | 10 ++++++---- 3 files changed, 13 insertions(+), 9 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index e8c5fa85..98b1959f 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -217,7 +217,9 @@ package object impl extends AnthropicServiceConsts { def toOpenAI(usageInfo: UsageInfo): OpenAIUsageInfo = { val promptTokens = - usageInfo.input_tokens + usageInfo.cache_creation_input_tokens.getOrElse(0) + usageInfo.cache_read_input_tokens.getOrElse(0) + usageInfo.input_tokens + + usageInfo.cache_creation_input_tokens.getOrElse(0) + + usageInfo.cache_read_input_tokens.getOrElse(0) OpenAIUsageInfo( prompt_tokens = promptTokens, @@ -226,7 +228,7 @@ package object impl extends AnthropicServiceConsts { prompt_tokens_details = Some( PromptTokensDetails( cached_tokens = usageInfo.cache_read_input_tokens.getOrElse(0), - audio_tokens = 0 + audio_tokens = None ) ), completion_tokens_details = None diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala index 28a767cf..34be0657 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala @@ -258,7 +258,7 @@ private[service] class OpenAIGeminiChatCompletionService( fieldName: String ): Unit = field(settings).foreach { _ => - logger.warn(s"Field $fieldName is not yet supported for Gemini. Skipping...") + logger.warn(s"OpenAI param '$fieldName' is not yet supported by Gemini. Skipping...") } def notSupportedCollection( @@ -266,7 +266,7 @@ private[service] class OpenAIGeminiChatCompletionService( fieldName: String ): Unit = if (field(settings).nonEmpty) { - logger.warn(s"Field $fieldName is not supported for Gemini. Skipping...") + logger.warn(s"OpenAI param '$fieldName' is not yet supported by Gemini. Skipping...") } notSupported(_.reasoning_effort, "reasoning_effort") @@ -404,7 +404,7 @@ private[service] class OpenAIGeminiChatCompletionService( prompt_tokens_details = Some( PromptTokensDetails( cached_tokens = usageMetadata.cachedContentTokenCount.getOrElse(0), - audio_tokens = 0 + audio_tokens = None ) ) ) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala index 8d569808..443c1923 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala @@ -23,18 +23,20 @@ case class UsageInfo( total_tokens: Int, completion_tokens: Option[Int], prompt_tokens_details: Option[PromptTokensDetails] = None, - completion_tokens_details: Option[CompletionTokenDetails] = None + completion_tokens_details: Option[CompletionTokenDetails] = None, +// prompt_cache_hit_tokens: Option[Int], +// prompt_cache_miss_tokens: Option[Int] ) case class CompletionTokenDetails( reasoning_tokens: Int, - accepted_prediction_tokens: Int, - rejected_prediction_tokens: Int + accepted_prediction_tokens: Option[Int], + rejected_prediction_tokens: Option[Int] ) case class PromptTokensDetails( cached_tokens: Int, - audio_tokens: Int + audio_tokens: Option[Int] ) case class LogprobsInfo( From 6556818f5ce2c0db75a9a0a0c892aa04e4c5c484 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Fri, 21 Feb 2025 21:26:10 +0100 Subject: [PATCH 202/404] Formatting --- .../openaiscala/domain/response/TextCompletionResponse.scala | 2 +- .../nonopenai/DeepseekCreateChatCompletionStreamed.scala | 3 +-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala index 443c1923..3a5c4a57 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala @@ -23,7 +23,7 @@ case class UsageInfo( total_tokens: Int, completion_tokens: Option[Int], prompt_tokens_details: Option[PromptTokensDetails] = None, - completion_tokens_details: Option[CompletionTokenDetails] = None, + completion_tokens_details: Option[CompletionTokenDetails] = None // prompt_cache_hit_tokens: Option[Int], // prompt_cache_miss_tokens: Option[Int] ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala index cde15cdf..43a30ec8 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/DeepseekCreateChatCompletionStreamed.scala @@ -34,8 +34,7 @@ object DeepseekCreateChatCompletionStreamed ) .runWith( Sink.foreach { completion => - val content = completion.choices.headOption.flatMap(_.delta.content) - print(content.getOrElse("")) + print(completion.contentHead.getOrElse("")) } ) } From e34713ce821fbfdde1c87f92eed5006030c23983 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 25 Feb 2025 16:23:31 +0100 Subject: [PATCH 203/404] Usage info relocated --- .../response/TextCompletionResponse.scala | 21 ------------------ .../domain/response/UsageInfo.scala | 22 +++++++++++++++++++ 2 files changed, 22 insertions(+), 21 deletions(-) create mode 100644 openai-core/src/main/scala/io/cequence/openaiscala/domain/response/UsageInfo.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala index 3a5c4a57..d775f833 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/TextCompletionResponse.scala @@ -18,27 +18,6 @@ case class TextCompletionChoiceInfo( finish_reason: Option[String] ) -case class UsageInfo( - prompt_tokens: Int, - total_tokens: Int, - completion_tokens: Option[Int], - prompt_tokens_details: Option[PromptTokensDetails] = None, - completion_tokens_details: Option[CompletionTokenDetails] = None -// prompt_cache_hit_tokens: Option[Int], -// prompt_cache_miss_tokens: Option[Int] -) - -case class CompletionTokenDetails( - reasoning_tokens: Int, - accepted_prediction_tokens: Option[Int], - rejected_prediction_tokens: Option[Int] -) - -case class PromptTokensDetails( - cached_tokens: Int, - audio_tokens: Option[Int] -) - case class LogprobsInfo( tokens: Seq[String], token_logprobs: Seq[Double], diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/UsageInfo.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/UsageInfo.scala new file mode 100644 index 00000000..7cd3137c --- /dev/null +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/UsageInfo.scala @@ -0,0 +1,22 @@ +package io.cequence.openaiscala.domain.response + +case class UsageInfo( + prompt_tokens: Int, + total_tokens: Int, + completion_tokens: Option[Int], + prompt_tokens_details: Option[PromptTokensDetails] = None, + completion_tokens_details: Option[CompletionTokenDetails] = None + // prompt_cache_hit_tokens: Option[Int], + // prompt_cache_miss_tokens: Option[Int] +) + +case class CompletionTokenDetails( + reasoning_tokens: Int, + accepted_prediction_tokens: Option[Int], + rejected_prediction_tokens: Option[Int] +) + +case class PromptTokensDetails( + cached_tokens: Int, + audio_tokens: Option[Int] +) From 180a3ef40b3b3e88afad43c0af1c75ba2f815088 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 25 Feb 2025 16:25:33 +0100 Subject: [PATCH 204/404] Chat completion response - storing the original API response (e.g. from Vertex, Gemini, Solar, Anthropic) --- .../anthropic/service/impl/package.scala | 3 +- .../OpenAIGeminiChatCompletionService.scala | 3 +- .../vertexai/service/impl/package.scala | 3 +- .../io/cequence/openaiscala/JsonFormats.scala | 32 +++++++++++++++++-- .../response/ChatCompletionResponse.scala | 5 +-- .../service/OpenAIChatCompletionExtra.scala | 2 +- .../adapter/ChatToCompletionAdapter.scala | 3 +- .../OpenAISonarChatCompletionService.scala | 3 +- 8 files changed, 44 insertions(+), 10 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 98b1959f..9c54016e 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -178,7 +178,8 @@ package object impl extends AnthropicServiceConsts { logprobs = None ) ), - usage = Some(toOpenAI(response.usage)) + usage = Some(toOpenAI(response.usage)), + originalResponse = Some(response) ) def toOpenAI(blockDelta: ContentBlockDelta): ChatCompletionChunkResponse = diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala index 34be0657..5620d6c0 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala @@ -343,7 +343,8 @@ private[service] class OpenAIGeminiChatCompletionService( logprobs = None ) }, - usage = Some(toOpenAIUsage(response.usageMetadata)) + usage = Some(toOpenAIUsage(response.usageMetadata)), + originalResponse = Some(response) ) private def toOpenAIChunkResponse( diff --git a/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala b/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala index d5643473..07c214c1 100644 --- a/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala +++ b/google-vertexai-client/src/main/scala/io/cequence/openaiscala/vertexai/service/impl/package.scala @@ -188,7 +188,8 @@ package object impl { logprobs = None ) }, - usage = Some(toOpenAI(response.getUsageMetadata)) + usage = Some(toOpenAI(response.getUsageMetadata)), + originalResponse = Some(response) ) def toOpenAIAssistantMessage(content: Content): AssistantMessage = { diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 0dcbda68..9cb26804 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -390,8 +390,29 @@ object JsonFormats { implicit lazy val chatCompletionChoiceInfoFormat: Format[ChatCompletionChoiceInfo] = Json.format[ChatCompletionChoiceInfo] + implicit lazy val chatCompletionResponseFormat: Format[ChatCompletionResponse] = - Json.format[ChatCompletionResponse] + ( + (__ \ "id").format[String] and + (__ \ "created").format[ju.Date] and + (__ \ "model").format[String] and + (__ \ "system_fingerprint").formatNullable[String] and + (__ \ "choices").format[Seq[ChatCompletionChoiceInfo]] and + (__ \ "usage").formatNullable[UsageInfo] + )( + (id, created, model, system_fingerprint, choices, usage) => + // here we ignore originalResponse + ChatCompletionResponse(id, created, model, system_fingerprint, choices, usage, None), + (x: ChatCompletionResponse) => + ( + x.id, + x.created, + x.model, + x.system_fingerprint, + x.choices, + x.usage + ) + ) implicit lazy val chatToolCompletionChoiceInfoReads: Reads[ChatToolCompletionChoiceInfo] = Json.reads[ChatToolCompletionChoiceInfo] @@ -1146,12 +1167,17 @@ object JsonFormats { JsonType.Object, JsonType.String, JsonType.Number, + JsonType.Integer, JsonType.Boolean, JsonType.Null, JsonType.Array ) - implicit lazy val jsonSchemaWrites: Writes[JsonSchema] = { + // implicit val config = JsonConfiguration(optionHandlers = OptionHandlers.WritesNull) + + def jsonSchemaWrites(config: Option[JsonConfiguration]): Writes[JsonSchema] = { + implicit val implConfig: JsonConfiguration = config.getOrElse(JsonConfiguration()) + implicit val stringWrites = Json.writes[JsonSchema.String] implicit val numberWrites = Json.writes[JsonSchema.Number] implicit val integerWrites = Json.writes[JsonSchema.Integer] @@ -1198,6 +1224,8 @@ object JsonFormats { (o: JsonSchema) => writesAux(o) } + implicit lazy val jsonSchemaWrites: Writes[JsonSchema] = jsonSchemaWrites(None) + implicit lazy val jsonSchemaReads: Reads[JsonSchema] = new Reads[JsonSchema] { implicit val stringReads: Reads[JsonSchema.String] = ( (__ \ "description").readNullable[String] and diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala index cbb90363..1c3fd953 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/response/ChatCompletionResponse.scala @@ -28,9 +28,10 @@ case class ChatCompletionResponse( id: String, // gemini openai has this as null created: ju.Date, model: String, - system_fingerprint: Option[String], // new + system_fingerprint: Option[String], choices: Seq[ChatCompletionChoiceInfo], - usage: Option[UsageInfo] + usage: Option[UsageInfo], + originalResponse: Option[Any] ) extends BaseChatCompletionResponse[ AssistantMessage, ChatCompletionChoiceInfo diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 85da7249..bd088835 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -92,7 +92,7 @@ object OpenAIChatCompletionExtra { ) .map { response => val content = response.contentHead - val contentTrimmed = content.stripPrefix("```json").stripSuffix("```").trim + val contentTrimmed = content.trim.stripPrefix("```json").stripSuffix("```").trim val contentJson = contentTrimmed.dropWhile(char => char != '{' && char != '[') val json = parseJson(contentJson) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala index 43cd9fac..4032ac01 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatToCompletionAdapter.scala @@ -89,7 +89,8 @@ private class ChatToCompletionAdapter[ logprobs = None // TODO: convert log probs ) }, - usage = response.usage + usage = response.usage, + originalResponse = Some(response) ) override def close(): Unit = diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala index b580813a..386e317a 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala @@ -136,7 +136,8 @@ private[service] class OpenAISonarChatCompletionService( ) ) ), - usage = response.usage + usage = response.usage, + originalResponse = Some(response) ) private def toOpenAIChunkResponse( From ef488e7294d7719acfa19a9f022f6de9e38a5bd5 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 25 Feb 2025 16:27:17 +0100 Subject: [PATCH 205/404] Gemini - system cache creation and usage wrapping inside OpenAI adapter + example --- .../response/GenerateContentResponse.scala | 4 +- .../CreateChatCompletionSettingsOps.scala | 21 ++-- .../service/impl/GeminiServiceImpl.scala | 4 +- .../OpenAIGeminiChatCompletionService.scala | 34 ++++-- ...nerateContentCachedWithOpenAIAdapter.scala | 108 ++++++++++++++---- 5 files changed, 125 insertions(+), 46 deletions(-) diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala index 25f8af43..ab8b1554 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/response/GenerateContentResponse.scala @@ -9,7 +9,9 @@ case class GenerateContentResponse( candidates: Seq[Candidate] = Nil, promptFeedback: Option[PromptFeedback] = None, usageMetadata: UsageMetadata, - modelVersion: String + modelVersion: String, + // app attribute to reflect the cached content name + cachedContent: Option[String] = None ) { def contentHeadTexts: Seq[String] = candidates.headOption diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/CreateChatCompletionSettingsOps.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/CreateChatCompletionSettingsOps.scala index 33c55249..e82a7a7f 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/CreateChatCompletionSettingsOps.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/domain/settings/CreateChatCompletionSettingsOps.scala @@ -2,28 +2,27 @@ package io.cequence.openaiscala.gemini.domain.settings import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings -// TODO object CreateChatCompletionSettingsOps { implicit class RichGeminiCreateChatCompletionSettings( settings: CreateChatCompletionSettings ) { - private val CacheSystemMessage = "cache_system_message" - private val UseCache = "use_system_cache" + private val SystemCacheEnabled = "system_cache_enabled" + private val SystemCacheName = "system_cache_name" - def setCacheSystemMessage(flag: Boolean): CreateChatCompletionSettings = + def enableCacheSystemMessage(flag: Boolean): CreateChatCompletionSettings = settings.copy( - extra_params = settings.extra_params + (CacheSystemMessage -> flag) + extra_params = settings.extra_params + (SystemCacheEnabled -> flag) ) - def setUseCache(name: String): CreateChatCompletionSettings = + def setSystemCacheName(name: String): CreateChatCompletionSettings = settings.copy( - extra_params = settings.extra_params + (UseCache -> name) + extra_params = settings.extra_params + (SystemCacheName -> name) ) - def geminiCacheSystemMessage: Boolean = - settings.extra_params.get(CacheSystemMessage).map(_.toString).contains("true") + def isCacheSystemMessageEnabled: Boolean = + settings.extra_params.get(SystemCacheEnabled).map(_.toString).contains("true") - def heminiSystemMessageCache: Option[String] = - settings.extra_params.get(UseCache).map(_.toString) + def getSystemCacheName: Option[String] = + settings.extra_params.get(SystemCacheName).map(_.toString) } } diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/GeminiServiceImpl.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/GeminiServiceImpl.scala index f0d2d524..9d43f843 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/GeminiServiceImpl.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/GeminiServiceImpl.scala @@ -52,7 +52,7 @@ private[service] class GeminiServiceImpl( EndPoint.generateContent(settings.model), bodyParams = createBodyParams(contents, settings) ).map( - _.asSafeJson[GenerateContentResponse] + _.asSafeJson[GenerateContentResponse].copy(cachedContent = settings.cachedContent) ) override def generateContentStreamed( @@ -76,7 +76,7 @@ private[service] class GeminiServiceImpl( (json \ "error").toOption.map { error => throw new OpenAIScalaClientException(error.toString()) }.getOrElse { - json.asSafe[GenerateContentResponse] + json.asSafe[GenerateContentResponse].copy(cachedContent = settings.cachedContent) } } } diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala index 5620d6c0..a3abe845 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala @@ -94,22 +94,38 @@ private[service] class OpenAIGeminiChatCompletionService( Source.fromFutureSource(futureSource).mapMaterializedValue(_ => NotUsed) } + // only system message is cached private def handleCaching( systemMessage: Option[BaseMessage], userMessages: Seq[BaseMessage], settings: CreateChatCompletionSettings ): Future[GenerateContentSettings] = - if (settings.geminiCacheSystemMessage && systemMessage.isDefined) { - // we cache only the system message - cacheMessages(systemMessage.get, userMessage = None, settings).map { cacheName => - // we skip the system message, as it is cached, plus we set the cache name - toGeminiSettings(settings, systemMessage = None).copy(cachedContent = Some(cacheName)) - } - } else + settings.getSystemCacheName.map { cacheName => + // we use the cached system message instead of the provided one + logger.info(s"Using a system message for Gemini from cache: $cacheName") Future.successful( - // no cache, we pass the system message - toGeminiSettings(settings, systemMessage) + toGeminiSettings(settings, systemMessage = None).copy(cachedContent = Some(cacheName)) ) + }.getOrElse( + if (settings.isCacheSystemMessageEnabled && systemMessage.isDefined) { + // we cache only the system message + cacheMessages(systemMessage.get, userMessage = None, settings).map { cacheName => + logger.info(s"System message for Gemini cached as: $cacheName") + + // we skip the system message, as it is cached, plus we set the cache name + toGeminiSettings(settings, systemMessage = None) + .copy(cachedContent = Some(cacheName)) + } + } else { + if (settings.isCacheSystemMessageEnabled) + logger.warn("No system message provided for caching.") + + Future.successful( + // no cache, we pass the system message + toGeminiSettings(settings, systemMessage) + ) + } + ) // returns the cache name private def cacheMessages( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithOpenAIAdapter.scala index 3698c2d6..d6f49e82 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentCachedWithOpenAIAdapter.scala @@ -1,11 +1,13 @@ package io.cequence.openaiscala.examples.nonopenai import com.typesafe.scalalogging.Logger -import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.domain.response.ChatCompletionResponse +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} import io.cequence.openaiscala.examples.ExampleBase -import io.cequence.openaiscala.gemini.domain.ChatRole.User -import io.cequence.openaiscala.gemini.domain.{CachedContent, Content} -import io.cequence.openaiscala.gemini.service.{GeminiService, GeminiServiceFactory} +import io.cequence.openaiscala.gemini.domain.response.GenerateContentResponse +import io.cequence.openaiscala.gemini.domain.settings.CreateChatCompletionSettingsOps._ +import io.cequence.openaiscala.gemini.service.GeminiServiceFactory import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService import org.slf4j.LoggerFactory @@ -18,12 +20,11 @@ object GoogleGeminiGenerateContentCachedWithOpenAIAdapter override val service: OpenAIChatCompletionStreamedService = GeminiServiceFactory.asOpenAI() - private val rawGeminiService: GeminiService = GeminiServiceFactory() - protected val logger: Logger = Logger(LoggerFactory.getLogger(this.getClass)) private val systemPrompt = "You are a helpful assistant and expert in Norway." - private val userPrompt = "Write the section 'Higher education in Norway' verbatim." + private val userPrompt1 = "Write the section 'Higher education in Norway' verbatim." + private val userPrompt2 = "Write the section 'Music' verbatim." private val knowledgeFile = getClass.getResource("/norway_wiki.md").getFile private lazy val knowledgeContent = { @@ -34,27 +35,88 @@ object GoogleGeminiGenerateContentCachedWithOpenAIAdapter private val model = NonOpenAIModelId.gemini_1_5_flash_002 - private val knowledgeTextContent: Content = - Content.textPart( - knowledgeContent, - User - ) + private val systemMessage = SystemMessage(systemPrompt + "\n" + knowledgeContent) - // TODO override protected def run: Future[_] = for { - saveCachedContent <- rawGeminiService.createCachedContent( - CachedContent( - contents = Seq(knowledgeTextContent), - systemInstruction = Some(Content.textPart(systemPrompt, User)), + response <- service.createChatCompletion( + messages = Seq( + systemMessage, + UserMessage(userPrompt1) + ), + settings = CreateChatCompletionSettings( + model = model + ).enableCacheSystemMessage(true) + ) + + _ = reportResponse(response) + + cacheName = getCacheName(response) + + response2 <- service.createChatCompletion( + messages = Seq( + systemMessage, + UserMessage(userPrompt1) + ), + settings = CreateChatCompletionSettings( + model = model + ).setSystemCacheName(cacheName) + ) + + _ = reportResponse(response2) + + response3 <- service.createChatCompletion( + messages = Seq( + systemMessage, + UserMessage(userPrompt2) + ), + settings = CreateChatCompletionSettings( model = model - ) + ).setSystemCacheName(cacheName) ) -// -// response <- service.createChatCompletion( -// -// ) - _ <- rawGeminiService.deleteCachedContent(saveCachedContent.name.get) + _ = reportResponse(response3) } yield () + + private def reportResponse(response: ChatCompletionResponse): Unit = { + val usage = response.usage.get + + logger.info(s"Response: ${response.contentHead}") + + logger.info(s"Cache name: ${getCacheName(response)}") + + logger.info( + s"""Usage + |Prompt tokens : ${usage.prompt_tokens} + |(cached) : ${usage.prompt_tokens_details.get.cached_tokens} + |Response tokens : ${usage.completion_tokens.getOrElse(0)} + |Total tokens : ${usage.total_tokens}""".stripMargin + ) + + val originalUsage = response.originalResponse + .getOrElse( + throw new IllegalStateException("Original response not found") + ) + .asInstanceOf[GenerateContentResponse] + .usageMetadata + + logger.info( + s"""Original Usage + |Prompt tokens : ${originalUsage.promptTokenCount} + |(cached) : ${originalUsage.cachedContentTokenCount.getOrElse(0)} + |Candidate tokens: : ${originalUsage.candidatesTokenCount.getOrElse(0)} + |Total tokens : ${originalUsage.totalTokenCount}""".stripMargin + ) + } + + private def getCacheName(response: ChatCompletionResponse) = + response.originalResponse + .getOrElse( + throw new IllegalStateException("Original response not found") + ) + .asInstanceOf[GenerateContentResponse] + .cachedContent + .getOrElse( + throw new IllegalStateException("Cached content not found") + ) } From 7c88899cb9bde2566677eaa7718bdddfba20ddbe Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 25 Feb 2025 16:29:21 +0100 Subject: [PATCH 206/404] Perplexity sonar - new flag "include_citations_in_text_response" --- .../SonarCreateChatCompletionStreamed.scala | 1 + ...tCompletionStreamedWithOpenAIAdapter.scala | 3 +- ...reateChatCompletionWithOpenAIAdapter.scala | 5 ++- .../service/SonarServiceConsts.scala | 2 + .../OpenAISonarChatCompletionService.scala | 37 +++++++++++++------ 5 files changed, 34 insertions(+), 14 deletions(-) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamed.scala index bf6a1480..bdd3d350 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamed.scala @@ -37,6 +37,7 @@ object SonarCreateChatCompletionStreamed extends ExampleBase[SonarService] { Sink.foreach { completion => val content = completion.choices.headOption.flatMap(_.delta.content) print(content.getOrElse("")) + if (completion.choices.headOption.exists(_.finish_reason.isDefined)) { println("\n\nCitations:\n" + completion.citations.mkString("\n")) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamedWithOpenAIAdapter.scala index f45b64bf..a60445e8 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionStreamedWithOpenAIAdapter.scala @@ -34,8 +34,7 @@ object SonarCreateChatCompletionStreamedWithOpenAIAdapter ) .runWith( Sink.foreach { completion => - val content = completion.choices.headOption.flatMap(_.delta.content) - print(content.getOrElse("")) + print(completion.contentHead.getOrElse("")) } ) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala index 3dd90c58..428f5a2f 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/SonarCreateChatCompletionWithOpenAIAdapter.scala @@ -33,7 +33,10 @@ object SonarCreateChatCompletionWithOpenAIAdapter model = modelId, temperature = Some(0.1), max_tokens = Some(512), - extra_params = Map(aHrefForCitationsParam -> true) + extra_params = Map( + includeCitationsInTextResponseParam -> true +// aHrefForCitationsParam -> true + ) ) ) .map(printMessageContent) diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala index c0ea848e..75955ddc 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/SonarServiceConsts.scala @@ -21,4 +21,6 @@ trait SonarConsts { protected val coreUrl = ChatProviderSettings.sonar.coreUrl protected val aHrefForCitationsParam = "a_href_for_citations" + + protected val includeCitationsInTextResponseParam = "include_citations_in_text_response" } diff --git a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala index 386e317a..c25fa6c1 100644 --- a/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala +++ b/perplexity-sonar-client/src/main/scala/io/cequence/openaiscala/perplexity/service/impl/OpenAISonarChatCompletionService.scala @@ -6,6 +6,7 @@ import io.cequence.openaiscala.OpenAIScalaClientException import io.cequence.openaiscala.domain.{ AssistantMessage, BaseMessage, + DeveloperMessage, SystemMessage, UserMessage } @@ -50,13 +51,14 @@ private[service] class OpenAISonarChatCompletionService( settings: CreateChatCompletionSettings ): Future[ChatCompletionResponse] = { val addAHrefToCitations = getAHrefCitationParamValue(settings) + val includeCitationsInTextResponse = getIncludeCitationsInTextResponseParamValue(settings) underlying .createChatCompletion( messages.map(toSonarMessage), toSonarSetting(settings) ) - .map(toOpenAIResponse(addAHrefToCitations)) + .map(toOpenAIResponse(includeCitationsInTextResponse, addAHrefToCitations)) } override def createChatCompletionStreamed( @@ -64,21 +66,30 @@ private[service] class OpenAISonarChatCompletionService( settings: CreateChatCompletionSettings ): Source[ChatCompletionChunkResponse, NotUsed] = { val addAHrefToCitations = getAHrefCitationParamValue(settings) + val includeCitationsInTextResponse = getIncludeCitationsInTextResponseParamValue(settings) underlying .createChatCompletionStreamed( messages.map(toSonarMessage), toSonarSetting(settings) ) - .map(toOpenAIChunkResponse(addAHrefToCitations)) + .map(toOpenAIChunkResponse(includeCitationsInTextResponse, addAHrefToCitations)) } private def getAHrefCitationParamValue(settings: CreateChatCompletionSettings) = settings.extra_params.get(aHrefForCitationsParam).exists(_.asInstanceOf[Boolean]) + private def getIncludeCitationsInTextResponseParamValue( + settings: CreateChatCompletionSettings + ) = + settings.extra_params + .get(includeCitationsInTextResponseParam) + .exists(_.asInstanceOf[Boolean]) + private def toSonarMessage(message: BaseMessage): Message = message match { case SystemMessage(content, _) => Message.SystemMessage(content) + case DeveloperMessage(content, _) => Message.SystemMessage(content) case UserMessage(content, _) => Message.UserMessage(content) case AssistantMessage(content, _) => Message.AssistantMessage(content) case _ => throw new OpenAIScalaClientException(s"Unsupported message type for Sonar.") @@ -119,6 +130,7 @@ private[service] class OpenAISonarChatCompletionService( } private def toOpenAIResponse( + includeCitationsInTextResponse: Boolean, addAHrefToCitations: Boolean )( response: SonarChatCompletionResponse @@ -132,7 +144,7 @@ private[service] class OpenAISonarChatCompletionService( choice.copy( message = choice.message.copy( content = - s"${choice.message.content}${citationAppendix(response.citations, addAHrefToCitations)}" + s"${choice.message.content}${citationAppendix(response.citations, includeCitationsInTextResponse, addAHrefToCitations)}" ) ) ), @@ -141,6 +153,7 @@ private[service] class OpenAISonarChatCompletionService( ) private def toOpenAIChunkResponse( + includeCitationsInTextResponse: Boolean, addAHrefToCitations: Boolean )( response: SonarChatCompletionChunkResponse @@ -156,7 +169,7 @@ private[service] class OpenAISonarChatCompletionService( choice.copy( delta = choice.delta.copy( content = Some( - s"${choice.delta.content.getOrElse("")}${citationAppendix(response.citations, addAHrefToCitations)}" + s"${choice.delta.content.getOrElse("")}${citationAppendix(response.citations, includeCitationsInTextResponse, addAHrefToCitations)}" ) ) ) @@ -168,14 +181,16 @@ private[service] class OpenAISonarChatCompletionService( private def citationAppendix( citations: Seq[String], + includeCitationsInTextResponse: Boolean, addAHref: Boolean - ) = { - val citationsPart = citations.map { citation => - if (addAHref) s"""$citation""" else citation - }.mkString("\n") - - s"\n\nCitations:\n${citationsPart}" - } + ) = + if (includeCitationsInTextResponse) { + val citationsPart = citations.map { citation => + if (addAHref) s"""$citation""" else citation + }.mkString("\n") + + s"\n\nCitations:\n${citationsPart}" + } else "" /** * Closes the underlying ws client, and releases all its resources. From 570a3193c7c2a69da0896aad57037f8632c9bbd2 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 25 Feb 2025 16:30:57 +0100 Subject: [PATCH 207/404] New Anthropic models - Claude 3.7 Sonnet (vanilla and for Bedrock) --- .../io/cequence/openaiscala/domain/NonOpenAIModelId.scala | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index 6b968259..a019ec18 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -1,9 +1,12 @@ package io.cequence.openaiscala.domain -// this feels a bit awkward, but this is the direction the project is increasingly pursuing +// TODO: split by providers object NonOpenAIModelId { // Anthropic + val claude_3_7_sonnet_latest = "claude-3-7-sonnet-latest" + val claude_3_7_sonnet_20250219 = "claude-3-7-sonnet-20250219" + val claude_3_5_haiku_latest = "claude-3-5-haiku-latest" val claude_3_5_sonnet_20241022 = "claude-3-5-sonnet-20241022" val claude_3_5_sonnet_20240620 = "claude-3-5-sonnet-20240620" val claude_3_5_haiku_20241022 = "claude-3-5-haiku-20241022" @@ -15,6 +18,7 @@ object NonOpenAIModelId { val claude_instant_1_2 = "claude-instant-1.2" // Anthropic Bedrock + val bedrock_claude_3_7_sonnet_20250219_v1_0 = "anthropic.claude-3-7-sonnet-20250219-v1:0" val bedrock_claude_3_5_sonnet_20241022_v2_0 = "anthropic.claude-3-5-sonnet-20241022-v2:0" val bedrock_claude_3_5_sonnet_20240620_v1_0 = "anthropic.claude-3-5-sonnet-20240620-v1:0" val bedrock_claude_3_5_haiku_20241022_v1_0 = "anthropic.claude-3-5-haiku-20241022-v1:0" From b30fc9eaef1bccd573df945593ba627f44e4d3d1 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 25 Feb 2025 16:32:39 +0100 Subject: [PATCH 208/404] Anthropic - support for thinking settings and response blocks + examples --- .../openaiscala/anthropic/JsonFormats.scala | 54 +++++++------------ .../anthropic/domain/Content.scala | 5 ++ .../response/CreateMessageResponse.scala | 12 ++++- .../AnthropicCreateMessageSettings.scala | 29 +++++++++- .../service/AnthropicServiceFactory.scala | 3 +- .../anthropic/service/impl/Anthropic.scala | 3 +- .../anthropic/service/impl/EndPoint.scala | 1 + .../AnthropicCreateMessageWithThinking.scala | 49 +++++++++++++++++ 8 files changed, 118 insertions(+), 38 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithThinking.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index 9e34aa36..aefe7c8e 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -1,40 +1,12 @@ package io.cequence.openaiscala.anthropic -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ - Citation, - MediaBlock, - TextBlock, - TextsContentBlock -} -import io.cequence.openaiscala.anthropic.domain.Content.{ - ContentBlock, - ContentBlockBase, - ContentBlocks, - SingleString -} -import io.cequence.openaiscala.anthropic.domain.Message.{ - AssistantMessage, - AssistantMessageContent, - UserMessage, - UserMessageContent -} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{Citation, MediaBlock, TextBlock, ThinkingBlock, TextsContentBlock} +import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlock, ContentBlockBase, ContentBlocks, SingleString} +import io.cequence.openaiscala.anthropic.domain.Message.{AssistantMessage, AssistantMessageContent, UserMessage, UserMessageContent} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse.UsageInfo -import io.cequence.openaiscala.anthropic.domain.response.{ - ContentBlockDelta, - CreateMessageChunkResponse, - CreateMessageResponse, - DeltaText -} -import io.cequence.openaiscala.anthropic.domain.{ - CacheControl, - ChatRole, - CitationsFlagRaw, - Content, - Message, - SourceBlockRaw, - SourceContentBlockRaw, - TextContentRaw -} +import io.cequence.openaiscala.anthropic.domain.response.{ContentBlockDelta, CreateMessageChunkResponse, CreateMessageResponse, DeltaText} +import io.cequence.openaiscala.anthropic.domain.settings.{ThinkingSettings, ThinkingType} +import io.cequence.openaiscala.anthropic.domain.{CacheControl, ChatRole, CitationsFlagRaw, Content, Message, SourceBlockRaw, SourceContentBlockRaw, TextContentRaw} import io.cequence.wsclient.JsonUtil import play.api.libs.functional.syntax._ import play.api.libs.json.JsonNaming.SnakeCase @@ -120,10 +92,15 @@ trait JsonFormats { private val textBlockFormat: Format[TextBlock] = Format(textBlockReads, textBlockWrites) + private val thinkingBlockFormat: Format[ThinkingBlock] = Json.format[ThinkingBlock] + implicit lazy val contentBlockWrites: Writes[ContentBlock] = { case x: TextBlock => Json.obj("type" -> "text") ++ Json.toJson(x)(textBlockFormat).as[JsObject] + case x: ThinkingBlock => + Json.obj("type" -> "thinking") ++ Json.toJson(x)(thinkingBlockFormat).as[JsObject] + case x: MediaBlock => Json .toJson( @@ -183,6 +160,12 @@ trait JsonFormats { ContentBlockBase(_, cacheControl) ) + case "thinking" => + json.validate[ThinkingBlock](thinkingBlockFormat) + .map( + ContentBlockBase(_, cacheControl) + ) + case imageOrDocumentType @ ("image" | "document") => json.validate[SourceContentBlockRaw](sourceContentBlockRawFormat).map { sourceContentBlockRaw => @@ -325,4 +308,7 @@ trait JsonFormats { implicit lazy val deltaTextReads: Reads[DeltaText] = Json.reads[DeltaText] implicit lazy val contentBlockDeltaReads: Reads[ContentBlockDelta] = Json.reads[ContentBlockDelta] + + implicit lazy val thinkingTypeFormat: Format[ThinkingType] = JsonUtil.enumFormat[ThinkingType](ThinkingType.values: _*) + implicit lazy val thinkingSettingsFormat: Format[ThinkingSettings] = Json.format[ThinkingSettings] } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala index da5c3eeb..0b1019b7 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/Content.scala @@ -34,6 +34,11 @@ object Content { citations: Seq[Citation] = Nil ) extends ContentBlock + case class ThinkingBlock( + thinking: String, + signature: String + ) extends ContentBlock + case class Citation( `type`: String, citedText: String, diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala index 22fc193b..dc4c430b 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageResponse.scala @@ -1,7 +1,11 @@ package io.cequence.openaiscala.anthropic.domain.response import io.cequence.openaiscala.anthropic.domain.ChatRole -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{Citation, TextBlock} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ + Citation, + TextBlock, + ThinkingBlock +} import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, ContentBlocks} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse.UsageInfo import io.cequence.wsclient.domain.NamedEnumValue @@ -27,6 +31,12 @@ final case class CreateMessageResponse( } def text: String = texts.mkString("") + + def thinkingBlocks: Seq[String] = content.blocks.collect { + case ContentBlockBase(ThinkingBlock(text, _), _) => text + } + + def thinkingText: String = thinkingBlocks.mkString("") } object CreateMessageResponse { diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/settings/AnthropicCreateMessageSettings.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/settings/AnthropicCreateMessageSettings.scala index 19d3ade0..65c471ae 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/settings/AnthropicCreateMessageSettings.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/settings/AnthropicCreateMessageSettings.scala @@ -1,5 +1,7 @@ package io.cequence.openaiscala.anthropic.domain.settings +import io.cequence.wsclient.domain.EnumValue + final case class AnthropicCreateMessageSettings( // The model that will complete your prompt. // See [[models|https://docs.anthropic.com/claude/docs/models-overview]] for additional details and options. @@ -37,5 +39,30 @@ final case class AnthropicCreateMessageSettings( // Only sample from the top K options for each subsequent token. // Used to remove "long tail" low probability responses. Learn more technical details here. // Recommended for advanced use cases only. You usually only need to use temperature. - top_k: Option[Int] = None + top_k: Option[Int] = None, + + // Configuration for enabling Claude's extended thinking. + // When enabled, responses include thinking content blocks showing Claude's thinking process before the final answer. + // Requires a minimum budget of 1,024 tokens and counts towards your max_tokens limit. + thinking: Option[ThinkingSettings] = None +) + +final case class ThinkingSettings( + // Determines how many tokens Claude can use for its internal reasoning process. Larger budgets can enable more thorough analysis for complex problems, improving response quality. + // Must be ≥1024 and less than max_tokens. + // See extended thinking for details. + // Required range: x > 1024 + budget_tokens: Int, + + // Type of thinking process. + // Available options: enabled + `type`: ThinkingType = ThinkingType.enabled ) + +sealed trait ThinkingType extends EnumValue + +object ThinkingType { + case object enabled extends ThinkingType + + def values: Seq[ThinkingType] = Seq(enabled) +} diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala index 2ed9b703..b619450f 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/AnthropicServiceFactory.scala @@ -93,7 +93,8 @@ object AnthropicServiceFactory extends AnthropicServiceConsts with EnvHelper { ): AnthropicService = { val authHeaders = Seq( ("x-api-key", s"$apiKey"), - ("anthropic-version", apiVersion) + ("anthropic-version", apiVersion), + ("anthropic-beta", "output-128k-2025-02-19") ) ++ (if (withPdf) Seq(("anthropic-beta", "pdfs-2024-09-25")) else Seq.empty) ++ (if (withCache) Seq(("anthropic-beta", "prompt-caching-2024-07-31")) else Seq.empty) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala index bf179f87..a11b4d95 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/Anthropic.scala @@ -67,7 +67,8 @@ trait Anthropic Param.stream -> stream, Param.temperature -> settings.temperature, Param.top_p -> settings.top_p, - Param.top_k -> settings.top_k + Param.top_k -> settings.top_k, + Param.thinking -> settings.thinking.map(Json.toJson(_)(thinkingSettingsFormat)) ) } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/EndPoint.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/EndPoint.scala index b809fa9e..32b07878 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/EndPoint.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/EndPoint.scala @@ -22,6 +22,7 @@ object Param { case object temperature extends Param case object top_p extends Param case object top_k extends Param + case object thinking extends Param // bedrock case object anthropic_version extends Param } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithThinking.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithThinking.scala new file mode 100644 index 00000000..ba6b129b --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageWithThinking.scala @@ -0,0 +1,49 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} +import io.cequence.openaiscala.anthropic.domain.settings.{ + AnthropicCreateMessageSettings, + ThinkingSettings +} +import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set +object AnthropicCreateMessageWithThinking extends ExampleBase[AnthropicService] { + + override protected val service: AnthropicService = AnthropicServiceFactory() + + val messages: Seq[Message] = Seq( + SystemMessage("You are a helpful assistant who knows elfs personally."), + UserMessage("What is the weather like in Norway with your local insights?") + ) + + override protected def run: Future[_] = + service + .createMessage( + messages, + settings = AnthropicCreateMessageSettings( + model = NonOpenAIModelId.claude_3_7_sonnet_20250219, + max_tokens = 10000, + thinking = Some(ThinkingSettings(budget_tokens = 2000)) + ) + ) + .map { response => + println("Response:\n" + response.text) + + println("Thinking:\n" + response.thinkingText) + + val usage = response.usage + + println(s"""Usage: + |Input tokens : ${usage.input_tokens} + |(cache create): ${usage.cache_creation_input_tokens.getOrElse(0)} + |(cache read) : ${usage.cache_read_input_tokens.getOrElse(0)} + |Output tokens : ${usage.output_tokens} + |""".stripMargin) + } +} From 5d5df52267fd8c9a7eebcfb17b731bc3bc75fe0a Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 25 Feb 2025 17:02:54 +0100 Subject: [PATCH 209/404] Anthropic - thinking support for streaming + openai adapter --- .../openaiscala/anthropic/JsonFormats.scala | 147 +++++++++++++----- .../response/CreateMessageChunkResponse.scala | 28 +++- .../anthropic/service/impl/package.scala | 43 ++--- .../CreateChatCompletionSettingsOps.scala | 14 ++ ...nthropicBedrockCreateMessageStreamed.scala | 2 +- ...hatCompletionCachedWithOpenAIAdapter.scala | 5 +- ...StreamedWithThinkingAndOpenAIAdapter.scala | 37 +++++ .../AnthropicCreateMessageStreamed.scala | 2 +- ...picCreateMessageStreamedWithThinking.scala | 40 +++++ 9 files changed, 241 insertions(+), 77 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithThinkingAndOpenAIAdapter.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamedWithThinking.scala diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala index aefe7c8e..9e90b9eb 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/JsonFormats.scala @@ -1,12 +1,47 @@ package io.cequence.openaiscala.anthropic -import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{Citation, MediaBlock, TextBlock, ThinkingBlock, TextsContentBlock} -import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlock, ContentBlockBase, ContentBlocks, SingleString} -import io.cequence.openaiscala.anthropic.domain.Message.{AssistantMessage, AssistantMessageContent, UserMessage, UserMessageContent} +import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.{ + Citation, + MediaBlock, + TextBlock, + TextsContentBlock, + ThinkingBlock +} +import io.cequence.openaiscala.anthropic.domain.Content.{ + ContentBlock, + ContentBlockBase, + ContentBlocks, + SingleString +} +import io.cequence.openaiscala.anthropic.domain.Message.{ + AssistantMessage, + AssistantMessageContent, + UserMessage, + UserMessageContent +} import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse.UsageInfo -import io.cequence.openaiscala.anthropic.domain.response.{ContentBlockDelta, CreateMessageChunkResponse, CreateMessageResponse, DeltaText} +import io.cequence.openaiscala.anthropic.domain.response.DeltaBlock.{ + DeltaSignature, + DeltaText, + DeltaThinking +} +import io.cequence.openaiscala.anthropic.domain.response.{ + ContentBlockDelta, + CreateMessageChunkResponse, + CreateMessageResponse, + DeltaBlock +} import io.cequence.openaiscala.anthropic.domain.settings.{ThinkingSettings, ThinkingType} -import io.cequence.openaiscala.anthropic.domain.{CacheControl, ChatRole, CitationsFlagRaw, Content, Message, SourceBlockRaw, SourceContentBlockRaw, TextContentRaw} +import io.cequence.openaiscala.anthropic.domain.{ + CacheControl, + ChatRole, + CitationsFlagRaw, + Content, + Message, + SourceBlockRaw, + SourceContentBlockRaw, + TextContentRaw +} import io.cequence.wsclient.JsonUtil import play.api.libs.functional.syntax._ import play.api.libs.json.JsonNaming.SnakeCase @@ -161,7 +196,8 @@ trait JsonFormats { ) case "thinking" => - json.validate[ThinkingBlock](thinkingBlockFormat) + json + .validate[ThinkingBlock](thinkingBlockFormat) .map( ContentBlockBase(_, cacheControl) ) @@ -222,12 +258,10 @@ trait JsonFormats { private def cacheControlToJsObject(maybeCacheControl: Option[CacheControl]): JsObject = maybeCacheControl.fold(Json.obj())(cc => writeJsObject(cc)) - implicit lazy val contentReads: Reads[Content] = new Reads[Content] { - def reads(json: JsValue): JsResult[Content] = json match { - case JsString(str) => JsSuccess(SingleString(str)) - case JsArray(_) => Json.fromJson[Seq[ContentBlockBase]](json).map(ContentBlocks(_)) - case _ => JsError("Invalid content format") - } + implicit lazy val contentReads: Reads[Content] = { + case JsString(str) => JsSuccess(SingleString(str)) + case json @ JsArray(_) => Json.fromJson[Seq[ContentBlockBase]](json).map(ContentBlocks(_)) + case _ => JsError("Invalid content format") } implicit lazy val contentWrites: Writes[Content] = new Writes[Content] { @@ -239,29 +273,27 @@ trait JsonFormats { } } - implicit lazy val baseMessageWrites: Writes[Message] = new Writes[Message] { - def writes(message: Message): JsValue = message match { - case UserMessage(content, cacheControl) => - val baseObj = Json.obj("role" -> "user", "content" -> content) - baseObj ++ cacheControlToJsObject(cacheControl) - - case UserMessageContent(content) => - Json.obj( - "role" -> "user", - "content" -> content.map(Json.toJson(_)(contentBlockBaseWrites)) - ) - - case AssistantMessage(content, cacheControl) => - val baseObj = Json.obj("role" -> "assistant", "content" -> content) - baseObj ++ cacheControlToJsObject(cacheControl) - - case AssistantMessageContent(content) => - Json.obj( - "role" -> "assistant", - "content" -> content.map(Json.toJson(_)(contentBlockBaseWrites)) - ) - // Add cases for other subclasses if necessary - } + implicit lazy val baseMessageWrites: Writes[Message] = { + case UserMessage(content, cacheControl) => + val baseObj = Json.obj("role" -> "user", "content" -> content) + baseObj ++ cacheControlToJsObject(cacheControl) + + case UserMessageContent(content) => + Json.obj( + "role" -> "user", + "content" -> content.map(Json.toJson(_)(contentBlockBaseWrites)) + ) + + case AssistantMessage(content, cacheControl) => + val baseObj = Json.obj("role" -> "assistant", "content" -> content) + baseObj ++ cacheControlToJsObject(cacheControl) + + case AssistantMessageContent(content) => + Json.obj( + "role" -> "assistant", + "content" -> content.map(Json.toJson(_)(contentBlockBaseWrites)) + ) + // Add cases for other subclasses if necessary } implicit lazy val baseMessageReads: Reads[Message] = ( @@ -305,10 +337,49 @@ trait JsonFormats { implicit lazy val createMessageChunkResponseReads: Reads[CreateMessageChunkResponse] = Json.reads[CreateMessageChunkResponse] - implicit lazy val deltaTextReads: Reads[DeltaText] = Json.reads[DeltaText] + private val deltaTextFormat: Format[DeltaText] = Json.format[DeltaText] + private val deltaThinkingFormat: Format[DeltaThinking] = Json.format[DeltaThinking] + private val deltaSignatureFormat: Format[DeltaSignature] = Json.format[DeltaSignature] + + implicit lazy val contentBlockDeltaWrites: Writes[DeltaBlock] = { + case deltaText: DeltaText => + Json.toJson(deltaText)(deltaTextFormat).as[JsObject] ++ + Json.obj("type" -> "text_delta") + + case deltaThinking: DeltaThinking => + Json.toJson(deltaThinking)(deltaThinkingFormat).as[JsObject] ++ + Json.obj("type" -> "thinking_delta") + + case deltaSignature: DeltaSignature => + Json.toJson(deltaSignature)(deltaSignatureFormat).as[JsObject] ++ + Json.obj("type" -> "signature_delta") + } + + implicit lazy val deltaBlockReads: Reads[DeltaBlock] = ( + (json: JsValue) => + for { + mainType <- (json \ "type").validate[String] + response <- mainType match { + case "text_delta" => + json.validate[DeltaText](deltaTextFormat) + + case "thinking_delta" => + json.validate[DeltaThinking](deltaThinkingFormat) + + case "signature_delta" => + json.validate[DeltaSignature](deltaSignatureFormat) + } + } yield response + ) + + implicit lazy val deltaBlockFormat: Format[DeltaBlock] = + Format(deltaBlockReads, contentBlockDeltaWrites) + implicit lazy val contentBlockDeltaReads: Reads[ContentBlockDelta] = Json.reads[ContentBlockDelta] - implicit lazy val thinkingTypeFormat: Format[ThinkingType] = JsonUtil.enumFormat[ThinkingType](ThinkingType.values: _*) - implicit lazy val thinkingSettingsFormat: Format[ThinkingSettings] = Json.format[ThinkingSettings] + implicit lazy val thinkingTypeFormat: Format[ThinkingType] = + JsonUtil.enumFormat[ThinkingType](ThinkingType.values: _*) + implicit lazy val thinkingSettingsFormat: Format[ThinkingSettings] = + Json.format[ThinkingSettings] } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageChunkResponse.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageChunkResponse.scala index 9ea58c8a..8dd5afaf 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageChunkResponse.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageChunkResponse.scala @@ -8,9 +8,27 @@ case class CreateMessageChunkResponse( case class ContentBlockDelta( `type`: String, index: Int, - delta: DeltaText -) + delta: DeltaBlock +) { + def text: String = delta match { + case DeltaBlock.DeltaText(text) => text + case _ => "" + } +} -case class DeltaText( - text: String -) +sealed trait DeltaBlock + +object DeltaBlock { + + case class DeltaText( + text: String + ) extends DeltaBlock + + case class DeltaThinking( + thinking: String + ) extends DeltaBlock + + case class DeltaSignature( + signature: String + ) extends DeltaBlock +} diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 9c54016e..2d607d76 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -5,35 +5,13 @@ import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, ContentBlocks} import io.cequence.openaiscala.anthropic.domain.Message.SystemMessageContent import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse.UsageInfo -import io.cequence.openaiscala.anthropic.domain.response.{ - ContentBlockDelta, - CreateMessageResponse -} -import io.cequence.openaiscala.anthropic.domain.settings.AnthropicCreateMessageSettings +import io.cequence.openaiscala.anthropic.domain.response.{ContentBlockDelta, CreateMessageResponse, DeltaBlock} +import io.cequence.openaiscala.anthropic.domain.settings.{AnthropicCreateMessageSettings, ThinkingSettings} import io.cequence.openaiscala.anthropic.domain.{CacheControl, Content, Message} -import io.cequence.openaiscala.domain.response.{ - ChatCompletionChoiceChunkInfo, - ChatCompletionChoiceInfo, - ChatCompletionChunkResponse, - ChatCompletionResponse, - ChunkMessageSpec, - PromptTokensDetails, - UsageInfo => OpenAIUsageInfo -} +import io.cequence.openaiscala.domain.response.{ChatCompletionChoiceChunkInfo, ChatCompletionChoiceInfo, ChatCompletionChunkResponse, ChatCompletionResponse, ChunkMessageSpec, PromptTokensDetails, UsageInfo => OpenAIUsageInfo} import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettingsOps.RichCreateChatCompletionSettings -import io.cequence.openaiscala.domain.{ - ChatRole, - MessageSpec, - SystemMessage, - AssistantMessage => OpenAIAssistantMessage, - BaseMessage => OpenAIBaseMessage, - Content => OpenAIContent, - ImageURLContent => OpenAIImageContent, - TextContent => OpenAITextContent, - UserMessage => OpenAIUserMessage, - UserSeqMessage => OpenAIUserSeqMessage -} +import io.cequence.openaiscala.domain.{ChatRole, MessageSpec, SystemMessage, AssistantMessage => OpenAIAssistantMessage, BaseMessage => OpenAIBaseMessage, Content => OpenAIContent, ImageURLContent => OpenAIImageContent, TextContent => OpenAITextContent, UserMessage => OpenAIUserMessage, UserSeqMessage => OpenAIUserSeqMessage} import java.{util => ju} @@ -153,7 +131,9 @@ package object impl extends AnthropicServiceConsts { def toAnthropicSettings( settings: CreateChatCompletionSettings - ): AnthropicCreateMessageSettings = + ): AnthropicCreateMessageSettings = { + val thinkingBudget = settings.anthropicThinkingBudgetTokens + AnthropicCreateMessageSettings( model = settings.model, max_tokens = settings.max_tokens.getOrElse(DefaultSettings.CreateMessage.max_tokens), @@ -161,8 +141,10 @@ package object impl extends AnthropicServiceConsts { stop_sequences = settings.stop, temperature = settings.temperature, top_p = settings.top_p, - top_k = None + top_k = None, + thinking = thinkingBudget.map(ThinkingSettings(_)) ) + } def toOpenAI(response: CreateMessageResponse): ChatCompletionResponse = ChatCompletionResponse( @@ -192,7 +174,10 @@ package object impl extends AnthropicServiceConsts { ChatCompletionChoiceChunkInfo( delta = ChunkMessageSpec( role = None, - content = Some(blockDelta.delta.text) + content = blockDelta.delta match { + case DeltaBlock.DeltaText(text) => Some(text) + case _ => None + } ), index = blockDelta.index, finish_reason = None diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala index 9785d105..0b1082f3 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala @@ -6,6 +6,7 @@ object CreateChatCompletionSettingsOps { implicit class RichCreateChatCompletionSettings(settings: CreateChatCompletionSettings) { private val AnthropicCachedUserMessagesCount = "cached_user_messages_count" private val AnthropicUseSystemMessagesCache = "use_system_messages_cache" + private val AnthropicThinkingBudgetTokens = "thinking_budget_tokens" def setAnthropicCachedUserMessagesCount(count: Int): CreateChatCompletionSettings = settings.copy( @@ -17,6 +18,11 @@ object CreateChatCompletionSettingsOps { extra_params = settings.extra_params + (AnthropicUseSystemMessagesCache -> useCache) ) + def setAnthropicThinkingBudgetTokens(tokens: Int): CreateChatCompletionSettings = + settings.copy( + extra_params = settings.extra_params + (AnthropicThinkingBudgetTokens -> tokens) + ) + def anthropicCachedUserMessagesCount: Int = settings.extra_params .get(AnthropicCachedUserMessagesCount) @@ -31,5 +37,13 @@ object CreateChatCompletionSettingsOps { .get(AnthropicUseSystemMessagesCache) .map(_.toString) .contains("true") + + def anthropicThinkingBudgetTokens: Option[Int] = + settings.extra_params + .get(AnthropicThinkingBudgetTokens) + .flatMap { + case value: Int => Some(value) + case value: Any => Try(value.toString.toInt).toOption + } } } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala index d243e6de..7aedf5b0 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicBedrockCreateMessageStreamed.scala @@ -35,7 +35,7 @@ object AnthropicBedrockCreateMessageStreamed extends ExampleBase[AnthropicServic ) .runWith( Sink.foreach { response => - print(response.delta.text) + print(response.text) } ) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala index 2e290d3c..95c37d7d 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala @@ -26,9 +26,8 @@ object AnthropicCreateChatCompletionCachedWithOpenAIAdapter messages = messages, settings = CreateChatCompletionSettings( NonOpenAIModelId.claude_3_5_sonnet_20241022 - ).setUseAnthropicSystemMessagesCache( - true - ) // this is how we pass it through the adapter + // this is how we pass it through the adapter + ).setUseAnthropicSystemMessagesCache(true) ) .map { content => println(content.contentHead) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithThinkingAndOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithThinkingAndOpenAIAdapter.scala new file mode 100644 index 00000000..cb824e17 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateChatCompletionStreamedWithThinkingAndOpenAIAdapter.scala @@ -0,0 +1,37 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.{NonOpenAIModelId, SystemMessage, UserMessage} +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.StreamedServiceTypes.OpenAIChatCompletionStreamedService +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettingsOps._ + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set +object AnthropicCreateChatCompletionStreamedWithThinkingAndOpenAIAdapter + extends ExampleBase[OpenAIChatCompletionStreamedService] { + + override val service: OpenAIChatCompletionStreamedService = + ChatCompletionProvider.anthropic() + + private val messages = Seq( + SystemMessage("You are a helpful assistant."), + UserMessage("What is the weather like in Norway?") + ) + + override protected def run: Future[_] = { + service + .createChatCompletionStreamed( + messages = messages, + settings = CreateChatCompletionSettings( + model = NonOpenAIModelId.claude_3_7_sonnet_20250219, + max_tokens = Some(10000) + ).setAnthropicThinkingBudgetTokens(2000) + ) + .runWith( + Sink.foreach(response => print(response.contentHead.getOrElse(""))) + ) + } +} diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala index 5b26a19c..16e06293 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamed.scala @@ -33,7 +33,7 @@ object AnthropicCreateMessageStreamed extends ExampleBase[AnthropicService] { ) .runWith( Sink.foreach { response => - print(response.delta.text) + print(response.text) } ) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamedWithThinking.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamedWithThinking.scala new file mode 100644 index 00000000..77b37221 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamedWithThinking.scala @@ -0,0 +1,40 @@ +package io.cequence.openaiscala.examples.nonopenai + +import akka.stream.scaladsl.Sink +import io.cequence.openaiscala.anthropic.domain.Message +import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} +import io.cequence.openaiscala.anthropic.domain.settings.{AnthropicCreateMessageSettings, ThinkingSettings} +import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase + +import scala.concurrent.Future + +// requires `openai-scala-anthropic-client` as a dependency and `ANTHROPIC_API_KEY` environment variable to be set +object AnthropicCreateMessageStreamedWithThinking extends ExampleBase[AnthropicService] { + + override protected val service: AnthropicService = AnthropicServiceFactory() + + val messages: Seq[Message] = Seq( + SystemMessage("You are a helpful assistant who knows elfs personally."), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.claude_3_7_sonnet_20250219 + + override protected def run: Future[_] = + service + .createMessageStreamed( + messages, + settings = AnthropicCreateMessageSettings( + model = modelId, + max_tokens = 10000, + thinking = Some(ThinkingSettings(budget_tokens = 2000)) + ) + ) + .runWith( + Sink.foreach { response => + print(response.text) + } + ) +} From e0cde42e25a45428fa23b50fbdf6bc36715836d1 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Tue, 25 Feb 2025 17:07:15 +0100 Subject: [PATCH 210/404] Formatting --- .../response/CreateMessageChunkResponse.scala | 2 +- .../anthropic/service/impl/package.scala | 38 ++++++++++++++++--- .../CreateChatCompletionSettingsOps.scala | 10 ++--- .../io/cequence/openaiscala/JsonFormats.scala | 19 +++++++--- ...picCreateMessageStreamedWithThinking.scala | 5 ++- 5 files changed, 54 insertions(+), 20 deletions(-) diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageChunkResponse.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageChunkResponse.scala index 8dd5afaf..f2c428f7 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageChunkResponse.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/domain/response/CreateMessageChunkResponse.scala @@ -12,7 +12,7 @@ case class ContentBlockDelta( ) { def text: String = delta match { case DeltaBlock.DeltaText(text) => text - case _ => "" + case _ => "" } } diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala index 2d607d76..d049f00c 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/anthropic/service/impl/package.scala @@ -5,13 +5,39 @@ import io.cequence.openaiscala.anthropic.domain.Content.ContentBlock.TextBlock import io.cequence.openaiscala.anthropic.domain.Content.{ContentBlockBase, ContentBlocks} import io.cequence.openaiscala.anthropic.domain.Message.SystemMessageContent import io.cequence.openaiscala.anthropic.domain.response.CreateMessageResponse.UsageInfo -import io.cequence.openaiscala.anthropic.domain.response.{ContentBlockDelta, CreateMessageResponse, DeltaBlock} -import io.cequence.openaiscala.anthropic.domain.settings.{AnthropicCreateMessageSettings, ThinkingSettings} +import io.cequence.openaiscala.anthropic.domain.response.{ + ContentBlockDelta, + CreateMessageResponse, + DeltaBlock +} +import io.cequence.openaiscala.anthropic.domain.settings.{ + AnthropicCreateMessageSettings, + ThinkingSettings +} import io.cequence.openaiscala.anthropic.domain.{CacheControl, Content, Message} -import io.cequence.openaiscala.domain.response.{ChatCompletionChoiceChunkInfo, ChatCompletionChoiceInfo, ChatCompletionChunkResponse, ChatCompletionResponse, ChunkMessageSpec, PromptTokensDetails, UsageInfo => OpenAIUsageInfo} +import io.cequence.openaiscala.domain.response.{ + ChatCompletionChoiceChunkInfo, + ChatCompletionChoiceInfo, + ChatCompletionChunkResponse, + ChatCompletionResponse, + ChunkMessageSpec, + PromptTokensDetails, + UsageInfo => OpenAIUsageInfo +} import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettingsOps.RichCreateChatCompletionSettings -import io.cequence.openaiscala.domain.{ChatRole, MessageSpec, SystemMessage, AssistantMessage => OpenAIAssistantMessage, BaseMessage => OpenAIBaseMessage, Content => OpenAIContent, ImageURLContent => OpenAIImageContent, TextContent => OpenAITextContent, UserMessage => OpenAIUserMessage, UserSeqMessage => OpenAIUserSeqMessage} +import io.cequence.openaiscala.domain.{ + ChatRole, + MessageSpec, + SystemMessage, + AssistantMessage => OpenAIAssistantMessage, + BaseMessage => OpenAIBaseMessage, + Content => OpenAIContent, + ImageURLContent => OpenAIImageContent, + TextContent => OpenAITextContent, + UserMessage => OpenAIUserMessage, + UserSeqMessage => OpenAIUserSeqMessage +} import java.{util => ju} @@ -175,8 +201,8 @@ package object impl extends AnthropicServiceConsts { delta = ChunkMessageSpec( role = None, content = blockDelta.delta match { - case DeltaBlock.DeltaText(text) => Some(text) - case _ => None + case DeltaBlock.DeltaText(text) => Some(text) + case _ => None } ), index = blockDelta.index, diff --git a/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala b/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala index 0b1082f3..e6e4a921 100644 --- a/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala +++ b/anthropic-client/src/main/scala/io/cequence/openaiscala/domain/settings/CreateChatCompletionSettingsOps.scala @@ -39,11 +39,9 @@ object CreateChatCompletionSettingsOps { .contains("true") def anthropicThinkingBudgetTokens: Option[Int] = - settings.extra_params - .get(AnthropicThinkingBudgetTokens) - .flatMap { - case value: Int => Some(value) - case value: Any => Try(value.toString.toInt).toOption - } + settings.extra_params.get(AnthropicThinkingBudgetTokens).flatMap { + case value: Int => Some(value) + case value: Any => Try(value.toString.toInt).toOption + } } } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala index 9cb26804..0794a4f6 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/JsonFormats.scala @@ -394,13 +394,20 @@ object JsonFormats { implicit lazy val chatCompletionResponseFormat: Format[ChatCompletionResponse] = ( (__ \ "id").format[String] and - (__ \ "created").format[ju.Date] and - (__ \ "model").format[String] and - (__ \ "system_fingerprint").formatNullable[String] and - (__ \ "choices").format[Seq[ChatCompletionChoiceInfo]] and - (__ \ "usage").formatNullable[UsageInfo] + (__ \ "created").format[ju.Date] and + (__ \ "model").format[String] and + (__ \ "system_fingerprint").formatNullable[String] and + (__ \ "choices").format[Seq[ChatCompletionChoiceInfo]] and + (__ \ "usage").formatNullable[UsageInfo] )( - (id, created, model, system_fingerprint, choices, usage) => + ( + id, + created, + model, + system_fingerprint, + choices, + usage + ) => // here we ignore originalResponse ChatCompletionResponse(id, created, model, system_fingerprint, choices, usage, None), (x: ChatCompletionResponse) => diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamedWithThinking.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamedWithThinking.scala index 77b37221..09d27029 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamedWithThinking.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/AnthropicCreateMessageStreamedWithThinking.scala @@ -3,7 +3,10 @@ package io.cequence.openaiscala.examples.nonopenai import akka.stream.scaladsl.Sink import io.cequence.openaiscala.anthropic.domain.Message import io.cequence.openaiscala.anthropic.domain.Message.{SystemMessage, UserMessage} -import io.cequence.openaiscala.anthropic.domain.settings.{AnthropicCreateMessageSettings, ThinkingSettings} +import io.cequence.openaiscala.anthropic.domain.settings.{ + AnthropicCreateMessageSettings, + ThinkingSettings +} import io.cequence.openaiscala.anthropic.service.{AnthropicService, AnthropicServiceFactory} import io.cequence.openaiscala.domain.NonOpenAIModelId import io.cequence.openaiscala.examples.ExampleBase From 04baf6bfeb97d6b96920d57d3ae6ab8c3950bdbf Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 26 Feb 2025 11:10:39 +0100 Subject: [PATCH 211/404] Groq json mode handling adjusted + example --- .../GroqCreateChatCompletionSettingsOps.scala | 20 +++---- ...eateChatCompletionJSONWithDeepseekR1.scala | 58 +++++++++++++++++++ 2 files changed, 67 insertions(+), 11 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionJSONWithDeepseekR1.scala diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala index 058755ad..ade3c9c8 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala @@ -2,12 +2,13 @@ package io.cequence.openaiscala.domain.settings import io.cequence.openaiscala.OpenAIScalaClientException import io.cequence.wsclient.domain.EnumValue +import play.api.libs.json.Json object GroqCreateChatCompletionSettingsOps { implicit class RichCreateChatCompletionSettings(settings: CreateChatCompletionSettings) { private object ExtraParams { val reasoningFormat = "reasoning_format" - val jsonMode = "json_mode" + val response_format = "response_format" val maxCompletionTokens = "max_completion_tokens" } @@ -30,17 +31,14 @@ object GroqCreateChatCompletionSettingsOps { throw new OpenAIScalaClientException(s"Invalid reasoning format: $value") } - def setJsonMode(value: Boolean): CreateChatCompletionSettings = - settings.copy( - extra_params = settings.extra_params + (ExtraParams.jsonMode -> value) - ) + def setJsonMode(flag: Boolean): CreateChatCompletionSettings = { + val extraParams = if (flag) + settings.extra_params + (ExtraParams.response_format -> Json.obj("type" -> "json_object")) + else + settings.extra_params - def jsonMode: Option[Boolean] = - settings.extra_params.get(ExtraParams.jsonMode).map { - case value: Boolean => value - case value: Any => - throw new OpenAIScalaClientException(s"Invalid json mode flag: $value") - } + settings.copy(extra_params = extraParams) + } def setMaxCompletionTokens(value: Int): CreateChatCompletionSettings = settings.copy( diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionJSONWithDeepseekR1.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionJSONWithDeepseekR1.scala new file mode 100644 index 00000000..43cdbf29 --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionJSONWithDeepseekR1.scala @@ -0,0 +1,58 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain._ +import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.settings.GroqCreateChatCompletionSettingsOps._ +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.service.OpenAIChatCompletionService +import play.api.libs.json.Json +import io.cequence.openaiscala.JsonFormats.jsonSchemaFormat + +import scala.concurrent.Future + +/** + * Requires `GROQ_API_KEY` environment variable to be set. + */ +object GroqCreateChatCompletionJSONWithDeepseekR1 + extends ExampleBase[OpenAIChatCompletionService] { + + override val service: OpenAIChatCompletionService = ChatCompletionProvider.groq + + private val jsonSchema: JsonSchema = JsonSchema.Object( + properties = Seq( + "response" -> JsonSchema.Array( + items = JsonSchema.Object( + properties = Seq( + "city" -> JsonSchema.String(), + "temperature" -> JsonSchema.String(), + "weather" -> JsonSchema.String() + ), + required = Seq("city", "temperature", "weather") + ) + ) + ), + required = Seq("response") + ) + + private val messages = Seq( + SystemMessage( + s"""You are a helpful weather assistant that responds in JSON. + |Here is the schema: + |${Json.prettyPrint(Json.toJson(jsonSchema))}""".stripMargin + ), + UserMessage("What is the weather like in Norway?") + ) + + private val modelId = NonOpenAIModelId.deepseek_r1_distill_llama_70b + + override protected def run: Future[_] = + service + .createChatCompletion( + messages = messages, + settings = CreateChatCompletionSettings( + model = modelId, + temperature = Some(0.1) + ).setMaxCompletionTokens(4000).setJsonMode(true) + ) + .map(printMessageContent) +} From 269262da9ec7c16f97746981eadea2df8a5a32c6 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 26 Feb 2025 11:12:09 +0100 Subject: [PATCH 212/404] Google gemini - json schema handling improved --- .../OpenAIGeminiChatCompletionService.scala | 2 +- .../service/OpenAIChatCompletionExtra.scala | 46 ++++++++-- .../GoogleGeminiGenerateContentJSON.scala | 87 +++++++++++++++++++ 3 files changed, 129 insertions(+), 6 deletions(-) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentJSON.scala diff --git a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala index a3abe845..19f95617 100644 --- a/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala +++ b/google-gemini-client/src/main/scala/io/cequence/openaiscala/gemini/service/impl/OpenAIGeminiChatCompletionService.scala @@ -245,7 +245,7 @@ private[service] class OpenAIGeminiChatCompletionService( generationConfig = Some( GenerationConfig( stopSequences = (if (settings.stop.nonEmpty) Some(settings.stop) else None), - responseMimeType = None, + responseMimeType = if (jsonSchema.isDefined) Some("application/json") else None, responseSchema = jsonSchema, responseModalities = None, candidateCount = settings.n, diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index bd088835..3a7be3c5 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -10,7 +10,13 @@ import io.cequence.openaiscala.domain.settings.{ ChatCompletionResponseFormatType, CreateChatCompletionSettings } -import io.cequence.openaiscala.domain.{BaseMessage, ChatRole, ModelId, UserMessage} +import io.cequence.openaiscala.domain.{ + BaseMessage, + ChatRole, + ModelId, + NonOpenAIModelId, + UserMessage +} import org.slf4j.{Logger, LoggerFactory} import play.api.libs.json.{Format, JsValue, Json} @@ -55,6 +61,10 @@ object OpenAIChatCompletionExtra { ) } + /** + * Important: pass an explicit list of models that support JSON schema if the default list + * is not sufficient! + */ def createChatCompletionWithJSON[T: Format]( messages: Seq[BaseMessage], settings: CreateChatCompletionSettings, @@ -62,6 +72,7 @@ object OpenAIChatCompletionExtra { maxRetries: Option[Int] = Some(defaultMaxRetries), retryOnAnyError: Boolean = false, taskNameForLogging: Option[String] = None, + jsonSchemaModels: Seq[String] = defaultModelsSupportingJsonSchema, parseJson: String => JsValue = defaultParseJsonOrThrow )( implicit ec: ExecutionContext, @@ -75,7 +86,8 @@ object OpenAIChatCompletionExtra { handleOutputJsonSchema( messages, settings, - taskNameForLoggingFinal + taskNameForLoggingFinal, + jsonSchemaModels ) } else { (messages, settings) @@ -127,13 +139,37 @@ object OpenAIChatCompletionExtra { } private val defaultModelsSupportingJsonSchema = Seq( + ModelId.gpt_4o, ModelId.gpt_4o_2024_08_06, ModelId.gpt_4o_2024_11_20, ModelId.o1, ModelId.o1_2024_12_17, ModelId.o3_mini, ModelId.o3_mini_2025_01_31 - ).flatMap(id => Seq(id, "openai-" + id, "azure-" + id)) + ).flatMap(id => Seq(id, "openai-" + id, "azure-" + id)) ++ + Seq( + NonOpenAIModelId.gemini_2_0_flash, + NonOpenAIModelId.gemini_2_0_flash_001, + NonOpenAIModelId.gemini_2_0_pro_exp_02_05, + NonOpenAIModelId.gemini_2_0_pro_exp, + NonOpenAIModelId.gemini_2_0_flash_001, + NonOpenAIModelId.gemini_2_0_flash, + NonOpenAIModelId.gemini_2_0_flash_exp, + NonOpenAIModelId.gemini_1_5_flash_8b_exp_0924, + NonOpenAIModelId.gemini_1_5_flash_8b_exp_0827, + NonOpenAIModelId.gemini_1_5_flash_8b_latest, + NonOpenAIModelId.gemini_1_5_flash_8b_001, + NonOpenAIModelId.gemini_1_5_flash_8b, + NonOpenAIModelId.gemini_1_5_flash_002, + NonOpenAIModelId.gemini_1_5_flash, + NonOpenAIModelId.gemini_1_5_flash_001, + NonOpenAIModelId.gemini_1_5_flash_latest, + NonOpenAIModelId.gemini_1_5_pro, + NonOpenAIModelId.gemini_1_5_pro_002, + NonOpenAIModelId.gemini_1_5_pro_001, + NonOpenAIModelId.gemini_1_5_pro_latest, + NonOpenAIModelId.gemini_exp_1206 + ).flatMap(id => Seq(id, "google_gemini-")) def handleOutputJsonSchema( messages: Seq[BaseMessage], @@ -149,7 +185,7 @@ object OpenAIChatCompletionExtra { val (settingsFinal, addJsonToPrompt) = if (jsonSchemaModels.contains(settings.model)) { - logger.info( + logger.debug( s"Using OpenAI json schema mode for ${taskNameForLogging} and the model '${settings.model}' - name: ${jsonSchemaDef.name}, strict: ${jsonSchemaDef.strict}, structure:\n${jsonSchemaString}" ) @@ -162,7 +198,7 @@ object OpenAIChatCompletionExtra { } else { // otherwise we failover to json object format and pass json schema to the user prompt - logger.info( + logger.debug( s"Using JSON object mode for ${taskNameForLogging} and the model '${settings.model}'. Also passing a JSON schema as part of a user prompt." ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentJSON.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentJSON.scala new file mode 100644 index 00000000..3113d50d --- /dev/null +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiGenerateContentJSON.scala @@ -0,0 +1,87 @@ +package io.cequence.openaiscala.examples.nonopenai + +import io.cequence.openaiscala.domain.NonOpenAIModelId +import io.cequence.openaiscala.examples.ExampleBase +import io.cequence.openaiscala.gemini.domain.ChatRole.User +import io.cequence.openaiscala.gemini.domain.{Content, Schema, SchemaType} +import io.cequence.openaiscala.gemini.domain.settings.{ + GenerateContentSettings, + GenerationConfig +} +import io.cequence.openaiscala.gemini.service.{GeminiService, GeminiServiceFactory} + +import scala.concurrent.Future + +// requires `openai-scala-google-gemini-client` as a dependency and `GOOGLE_API_KEY` environment variable to be set +object GoogleGeminiGenerateContentJSON extends ExampleBase[GeminiService] { + + override protected val service: GeminiService = GeminiServiceFactory() + + private val systemPrompt: Content = + Content.textPart("You are an expert geographer", User) + + private val contents: Seq[Content] = Seq( + Content.textPart("List all Asian countries in the prescribed JSON format.", User) + ) + + private val jsonSchema = Schema( + SchemaType.OBJECT, + properties = Some( + Map( + "countries" -> Schema( + SchemaType.ARRAY, + items = Some( + Schema( + SchemaType.OBJECT, + properties = Some( + Map( + "country" -> Schema(SchemaType.STRING), + "capital" -> Schema(SchemaType.STRING), + "countrySize" -> Schema( + SchemaType.STRING, + `enum` = Some(Seq("small", "medium", "large")) + ), + "commonwealthMember" -> Schema(SchemaType.BOOLEAN), + "populationMil" -> Schema(SchemaType.INTEGER), + "ratioOfMenToWomen" -> Schema(SchemaType.NUMBER) + ) + ), + required = Some( + Seq( + "country", + "capital", + "countrySize", + "commonwealthMember", + "populationMil", + "ratioOfMenToWomen" + ) + ) + ) + ) + ) + ) + ), + required = Some(Seq("countries")) + ) + + override protected def run: Future[_] = + service + .generateContent( + contents, + settings = GenerateContentSettings( + model = NonOpenAIModelId.gemini_pro_experimental, + systemInstruction = Some(systemPrompt), + generationConfig = Some( + GenerationConfig( + maxOutputTokens = Some(4000), + temperature = Some(0.2), + responseMimeType = Some("application/json"), + responseSchema = Some(jsonSchema) + ) + ) + ) + ) + .map { response => + println(response.contentHeadText) + } +} From bf283520c83cc66bdedd5050c8f0446aaafe1a55 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 26 Feb 2025 11:36:14 +0100 Subject: [PATCH 213/404] Groq json mode unified with the standard OpenAI API --- .../GroqCreateChatCompletionSettingsOps.scala | 11 -------- .../ChatCompletionSettingsConversions.scala | 14 ----------- ...eateChatCompletionJSONWithDeepseekR1.scala | 25 ++++++++++++++----- ...oqCreateChatCompletionWithDeepseekR1.scala | 1 - 4 files changed, 19 insertions(+), 32 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala index ade3c9c8..60048be4 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/settings/GroqCreateChatCompletionSettingsOps.scala @@ -2,13 +2,11 @@ package io.cequence.openaiscala.domain.settings import io.cequence.openaiscala.OpenAIScalaClientException import io.cequence.wsclient.domain.EnumValue -import play.api.libs.json.Json object GroqCreateChatCompletionSettingsOps { implicit class RichCreateChatCompletionSettings(settings: CreateChatCompletionSettings) { private object ExtraParams { val reasoningFormat = "reasoning_format" - val response_format = "response_format" val maxCompletionTokens = "max_completion_tokens" } @@ -31,15 +29,6 @@ object GroqCreateChatCompletionSettingsOps { throw new OpenAIScalaClientException(s"Invalid reasoning format: $value") } - def setJsonMode(flag: Boolean): CreateChatCompletionSettings = { - val extraParams = if (flag) - settings.extra_params + (ExtraParams.response_format -> Json.obj("type" -> "json_object")) - else - settings.extra_params - - settings.copy(extra_params = extraParams) - } - def setMaxCompletionTokens(value: Int): CreateChatCompletionSettings = settings.copy( extra_params = settings.extra_params + (ExtraParams.maxCompletionTokens -> value) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala index 31e86c56..2e84afa7 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/adapter/ChatCompletionSettingsConversions.scala @@ -122,20 +122,6 @@ object ChatCompletionSettingsConversions { Some( "Groq deepseek R1 model doesn't support max_tokens, converting to max_completion_tokens." ) - ), - // json mode - FieldConversionDef( - settings => - settings.model.endsWith( - NonOpenAIModelId.deepseek_r1_distill_llama_70b - ) && (settings.response_format_type.contains( - ChatCompletionResponseFormatType.json_object - ) || settings.response_format_type - .contains(ChatCompletionResponseFormatType.json_schema)), - settings => settings.copy(response_format_type = None).setJsonMode(true), - Some( - "Groq deepseek R1 model doesn't support the json schema / object response format type, converting it to json_mode flag instead." - ) ) ) diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionJSONWithDeepseekR1.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionJSONWithDeepseekR1.scala index 43cdbf29..a3566aba 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionJSONWithDeepseekR1.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionJSONWithDeepseekR1.scala @@ -1,12 +1,17 @@ package io.cequence.openaiscala.examples.nonopenai import io.cequence.openaiscala.domain._ -import io.cequence.openaiscala.domain.settings.CreateChatCompletionSettings +import io.cequence.openaiscala.domain.settings.{ + ChatCompletionResponseFormatType, + CreateChatCompletionSettings, + JsonSchemaDef +} import io.cequence.openaiscala.domain.settings.GroqCreateChatCompletionSettingsOps._ import io.cequence.openaiscala.examples.ExampleBase import io.cequence.openaiscala.service.OpenAIChatCompletionService -import play.api.libs.json.Json +import play.api.libs.json.{JsObject, Json} import io.cequence.openaiscala.JsonFormats.jsonSchemaFormat +import io.cequence.openaiscala.service.OpenAIChatCompletionExtra.OpenAIChatCompletionImplicits import scala.concurrent.Future @@ -47,12 +52,20 @@ object GroqCreateChatCompletionJSONWithDeepseekR1 override protected def run: Future[_] = service - .createChatCompletion( + .createChatCompletionWithJSON[JsObject]( messages = messages, settings = CreateChatCompletionSettings( model = modelId, - temperature = Some(0.1) - ).setMaxCompletionTokens(4000).setJsonMode(true) + temperature = Some(0.1), + response_format_type = Some(ChatCompletionResponseFormatType.json_schema), + jsonSchema = Some( + JsonSchemaDef( + name = "weather_response", + strict = true, + structure = jsonSchema + ) + ) + ).setMaxCompletionTokens(4000) ) - .map(printMessageContent) + .map(json => println(Json.prettyPrint(json))) } diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala index 6f70e4df..ccb7a928 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala @@ -32,7 +32,6 @@ object GroqCreateChatCompletionWithDeepseekR1 temperature = Some(0.1) ).setReasoningFormat(ReasoningFormat.hidden) .setMaxCompletionTokens(2048) - .setJsonMode(false) ) .map(printMessageContent) } From 50b635bc80ef7ff982086e6f718820f2d74d5578 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Wed, 26 Feb 2025 16:06:40 +0100 Subject: [PATCH 214/404] Formatting + logback --- .../openaiscala/service/OpenAIChatCompletionExtra.scala | 2 +- openai-examples/src/main/resources/logback.xml | 2 ++ ...GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala | 2 +- .../nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala | 3 +-- 4 files changed, 5 insertions(+), 4 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 3a7be3c5..30f51bc9 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -24,7 +24,7 @@ import scala.concurrent.{ExecutionContext, Future} object OpenAIChatCompletionExtra { - protected val logger: Logger = LoggerFactory.getLogger(this.getClass) + protected val logger: Logger = LoggerFactory.getLogger(this.getClass.getSimpleName.stripSuffix("$")) private val defaultMaxRetries = 5 diff --git a/openai-examples/src/main/resources/logback.xml b/openai-examples/src/main/resources/logback.xml index c73a62d4..fdda6416 100644 --- a/openai-examples/src/main/resources/logback.xml +++ b/openai-examples/src/main/resources/logback.xml @@ -15,6 +15,8 @@ + + diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala index 572f2a33..76c85ee1 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala @@ -11,7 +11,7 @@ import io.cequence.openaiscala.examples.fixtures.TestFixtures import io.cequence.openaiscala.gemini.service.GeminiServiceFactory import io.cequence.openaiscala.service.OpenAIChatCompletionService import io.cequence.openaiscala.service.OpenAIChatCompletionExtra._ -import play.api.libs.json.{JsArray, JsObject, Json} +import play.api.libs.json.{JsObject, Json} import scala.concurrent.Future diff --git a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala index ccb7a928..2d0d2411 100644 --- a/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala +++ b/openai-examples/src/main/scala/io/cequence/openaiscala/examples/nonopenai/GroqCreateChatCompletionWithDeepseekR1.scala @@ -30,8 +30,7 @@ object GroqCreateChatCompletionWithDeepseekR1 settings = CreateChatCompletionSettings( model = modelId, temperature = Some(0.1) - ).setReasoningFormat(ReasoningFormat.hidden) - .setMaxCompletionTokens(2048) + ).setReasoningFormat(ReasoningFormat.hidden).setMaxCompletionTokens(2048) ) .map(printMessageContent) } From 330a25a002ff841826de9125cdf57910d35837eb Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 27 Feb 2025 10:14:17 +0100 Subject: [PATCH 215/404] New chat completion provider - Novita --- .../openaiscala/domain/NonOpenAIModelId.scala | 36 +++++++++++++++++++ .../service/ChatProviderSettings.scala | 1 + .../service/OpenAIChatCompletionExtra.scala | 5 +-- 3 files changed, 40 insertions(+), 2 deletions(-) diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala index a019ec18..c7a10fd3 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/domain/NonOpenAIModelId.scala @@ -304,4 +304,40 @@ object NonOpenAIModelId { val llama_3_1_sonar_small_128k_online = "llama-3.1-sonar-small-128k-online" val llama_3_1_sonar_large_128k_online = "llama-3.1-sonar-large-128k-online" val llama_3_1_sonar_huge_128k_online = "llama-3.1-sonar-huge-128k-online" + + // Novita + val novita_deepseek_r1 = "deepseek/deepseek-r1" + val novita_deepseek_v3 = "deepseek/deepseek_v3" + val novita_llama_3_3_70b_instruct = "meta-llama/llama-3.3-70b-instruct" + val novita_deepseek_r1_distill_llama_70b = "deepseek/deepseek-r1-distill-llama-70b" + val novita_llama_3_1_8b_instruct = "meta-llama/llama-3.1-8b-instruct" + val novita_llama_3_1_70b_instruct = "meta-llama/llama-3.1-70b-instruct" + val novita_mistral_nemo = "mistralai/mistral-nemo" + val novita_deepseek_r1_distill_qwen_14b = "deepseek/deepseek-r1-distill-qwen-14b" + val novita_deepseek_r1_distill_qwen_32b = "deepseek/deepseek-r1-distill-qwen-32b" + val novita_l3_8b_stheno_v3_2 = "Sao10K/L3-8B-Stheno-v3.2" + val novita_mythomax_l2_13b = "gryphe/mythomax-l2-13b" + val novita_deepseek_r1_distill_llama_8b = "deepseek/deepseek-r1-distill-llama-8b" + val novita_qwen_2_5_72b_instruct = "qwen/qwen-2.5-72b-instruct" + val novita_llama_3_8b_instruct = "meta-llama/llama-3-8b-instruct" + val novita_wizardlm_2_8x22b = "microsoft/wizardlm-2-8x22b" + val novita_gemma_2_9b_it = "google/gemma-2-9b-it" + val novita_mistral_7b_instruct = "mistralai/mistral-7b-instruct" + val novita_llama_3_70b_instruct = "meta-llama/llama-3-70b-instruct" + val novita_openchat_7b = "openchat/openchat-7b" + val novita_hermes_2_pro_llama_3_8b = "nousresearch/hermes-2-pro-llama-3-8b" + val novita_l3_70b_euryale_v2_1 = "sao10k/l3-70b-euryale-v2.1" + val novita_dolphin_mixtral_8x22b = "cognitivecomputations/dolphin-mixtral-8x22b" + val novita_airoboros_l2_70b = "jondurbin/airoboros-l2-70b" + val novita_nous_hermes_llama2_13b = "nousresearch/nous-hermes-llama2-13b" + val novita_openhermes_2_5_mistral_7b = "teknium/openhermes-2.5-mistral-7b" + val novita_midnight_rose_70b = "sophosympatheia/midnight-rose-70b" + val novita_l3_8b_lunaris = "sao10k/l3-8b-lunaris" + val novita_qwen_2_vl_72b_instruct = "qwen/qwen-2-vl-72b-instruct" + val novita_llama_3_2_1b_instruct = "meta-llama/llama-3.2-1b-instruct" + val novita_llama_3_2_11b_vision_instruct = "meta-llama/llama-3.2-11b-vision-instruct" + val novita_llama_3_2_3b_instruct = "meta-llama/llama-3.2-3b-instruct" + val novita_llama_3_1_8b_instruct_bf16 = "meta-llama/llama-3.1-8b-instruct-bf16" + val novita_l31_70b_euryale_v2_2 = "sao10k/l31-70b-euryale-v2.2" + val novita_qwen_2_7b_instruct = "qwen/qwen-2-7b-instruct" } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala index e2624d32..38d545cf 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/ChatProviderSettings.scala @@ -18,4 +18,5 @@ object ChatProviderSettings { val sonar = ProviderSettings("https://api.perplexity.ai/", "SONAR_API_KEY") val geminiCoreURL = "https://generativelanguage.googleapis.com/v1beta/" val gemini = ProviderSettings(s"${geminiCoreURL}openai/", "GOOGLE_API_KEY") + val novita = ProviderSettings("https://api.novita.ai/v3/openai/", "NOVITA_API_KEY") } diff --git a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala index 30f51bc9..f2671a44 100644 --- a/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala +++ b/openai-core/src/main/scala/io/cequence/openaiscala/service/OpenAIChatCompletionExtra.scala @@ -24,7 +24,8 @@ import scala.concurrent.{ExecutionContext, Future} object OpenAIChatCompletionExtra { - protected val logger: Logger = LoggerFactory.getLogger(this.getClass.getSimpleName.stripSuffix("$")) + protected val logger: Logger = + LoggerFactory.getLogger(this.getClass.getSimpleName.stripSuffix("$")) private val defaultMaxRetries = 5 @@ -169,7 +170,7 @@ object OpenAIChatCompletionExtra { NonOpenAIModelId.gemini_1_5_pro_001, NonOpenAIModelId.gemini_1_5_pro_latest, NonOpenAIModelId.gemini_exp_1206 - ).flatMap(id => Seq(id, "google_gemini-")) + ).flatMap(id => Seq(id, "google_gemini-" + id)) def handleOutputJsonSchema( messages: Seq[BaseMessage], From 5773e7f2bab6e433b6e906c83ffbe05d5714cc37 Mon Sep 17 00:00:00 2001 From: Peter Banda Date: Thu, 27 Feb 2025 10:16:17 +0100 Subject: [PATCH 216/404] Examples - package per provider + relocation --- .../src/main/resources/logback.xml | 2 +- .../ChatCompletionProvider.scala | 10 ++++- .../examples/CreateChatCompletionJson.scala | 1 - .../CreateChatCompletionJsonWithO3Mini.scala | 1 - .../CreateChatCompletionStreamed.scala | 1 - .../CreateChatCompletionStreamedJson.scala | 1 - .../{fixtures => }/TestFixtures.scala | 2 +- ...tCompletionStreamedWithOpenAIAdapter.scala | 6 +-- ...reateChatCompletionWithOpenAIAdapter.scala | 6 +-- .../AnthropicBedrockCreateMessage.scala | 2 +- ...nthropicBedrockCreateMessageStreamed.scala | 2 +- .../AnthropicCreateCachedMessage.scala | 4 +- ...hatCompletionCachedWithOpenAIAdapter.scala | 4 +- ...tCompletionStreamedWithOpenAIAdapter.scala | 4 +- ...StreamedWithThinkingAndOpenAIAdapter.scala | 4 +- ...reateChatCompletionWithOpenAIAdapter.scala | 4 +- ...tCompletionWithOpenAIAdapterAndImage.scala | 4 +- ...hatCompletionWithOpenAIAdapterAndPdf.scala | 4 +- .../AnthropicCreateMessage.scala | 2 +- .../AnthropicCreateMessageStreamed.scala | 2 +- ...picCreateMessageStreamedWithThinking.scala | 2 +- .../AnthropicCreateMessageWithImage.scala | 2 +- .../AnthropicCreateMessageWithPdf.scala | 2 +- ...eateMessageWithTextBlockAndCitations.scala | 2 +- ...eMessageWithTextContentsAndCitations.scala | 2 +- .../AnthropicCreateMessageWithThinking.scala | 2 +- .../AnthropicCreateSystemMessage.scala | 2 +- .../AnthropicRetryAdapterExample.scala | 5 +-- .../AnthropicTestHelper.scala | 2 +- .../CerebrasCreateChatCompletion.scala | 2 +- ...CerebrasCreateChatCompletionStreamed.scala | 2 +- .../DeepseekCreateChatCompletion.scala | 4 +- ...DeepseekCreateChatCompletionStreamed.scala | 4 +- .../FireworksAICreateChatCompletion.scala | 4 +- ...eworksAICreateChatCompletionStreamed.scala | 4 +- ...teChatCompletionStreamedWithDeepseek.scala | 4 +- ...ksAICreateChatCompletionWithDeepseek.scala | 4 +- .../FireworksAIDocumentInlining.scala | 4 +- .../FireworksAIDocumentInliningJson.scala | 9 ++-- .../FireworksAIDocumentInliningLocal.scala | 4 +- .../GoogleGeminiCreateChatCompletion.scala | 4 +- ...eChatCompletionJSONWithOpenAIAdapter.scala | 7 ++- ...tCompletionStreamedWithOpenAIAdapter.scala | 2 +- ...reateChatCompletionWithOpenAIAdapter.scala | 2 +- .../GoogleGeminiGenerateContent.scala | 2 +- .../GoogleGeminiGenerateContentCached.scala | 2 +- ...iGenerateContentCachedWithInlineData.scala | 2 +- ...nerateContentCachedWithOpenAIAdapter.scala | 2 +- .../GoogleGeminiGenerateContentJSON.scala | 2 +- .../GoogleGeminiGenerateContentStreamed.scala | 2 +- .../GoogleGeminiListModels.scala | 2 +- .../GrokCreateChatCompletion.scala | 4 +- .../GrokCreateChatCompletionStreamed.scala | 4 +- .../GrokCreateChatCompletionWithImage.scala | 4 +- .../GroqCreateAudioTranscription.scala | 2 +- .../GroqCreateChatCompletion.scala | 4 +- ...eateChatCompletionJSONWithDeepseekR1.scala | 10 ++--- .../GroqCreateChatCompletionStreamed.scala | 4 +- ...oqCreateChatCompletionWithDeepseekR1.scala | 7 +-- .../MistralCreateChatCompletion.scala | 4 +- .../MistralCreateChatCompletionStreamed.scala | 4 +- .../novita/NovitaCreateChatCompletion.scala | 40 +++++++++++++++++ .../NovitaCreateChatCompletionStreamed.scala | 45 +++++++++++++++++++ .../OctoMLCreateChatCompletion.scala | 4 +- .../OctoMLCreateChatCompletionStreamed.scala | 4 +- .../OllamaCreateChatCompletion.scala | 2 +- .../OllamaCreateChatCompletionStreamed.scala | 2 +- .../examples/scenario/Assistants.scala | 4 +- .../SonarCreateChatCompletion.scala | 2 +- .../SonarCreateChatCompletionStreamed.scala | 2 +- ...tCompletionStreamedWithOpenAIAdapter.scala | 3 +- .../SonarCreateChatCompletionWithJson.scala | 2 +- ...reateChatCompletionWithOpenAIAdapter.scala | 4 +- .../TogetherAICreateChatCompletion.scala | 4 +- ...tCompletionStreamedWithOpenAIAdapter.scala | 4 +- ...reateChatCompletionWithOpenAIAdapter.scala | 4 +- ...reateChatCompletionWithOpenAIAdapter.scala | 2 +- 77 files changed, 209 insertions(+), 127 deletions(-) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => }/ChatCompletionProvider.scala (93%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{fixtures => }/TestFixtures.scala (97%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicBedrockCreateChatCompletionStreamedWithOpenAIAdapter.scala (86%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicBedrockCreateChatCompletionWithOpenAIAdapter.scala (86%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicBedrockCreateMessage.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicBedrockCreateMessageStreamed.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateCachedMessage.scala (99%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateChatCompletionCachedWithOpenAIAdapter.scala (90%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateChatCompletionStreamedWithOpenAIAdapter.scala (94%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateChatCompletionStreamedWithThinkingAndOpenAIAdapter.scala (91%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateChatCompletionWithOpenAIAdapter.scala (89%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateChatCompletionWithOpenAIAdapterAndImage.scala (89%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateChatCompletionWithOpenAIAdapterAndPdf.scala (89%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateMessage.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateMessageStreamed.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateMessageStreamedWithThinking.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateMessageWithImage.scala (97%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateMessageWithPdf.scala (97%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateMessageWithTextBlockAndCitations.scala (98%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateMessageWithTextContentsAndCitations.scala (98%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateMessageWithThinking.scala (97%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicCreateSystemMessage.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicRetryAdapterExample.scala (91%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => anthropic}/AnthropicTestHelper.scala (97%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => cerebras}/CerebrasCreateChatCompletion.scala (95%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => cerebras}/CerebrasCreateChatCompletionStreamed.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => deepseek}/DeepseekCreateChatCompletion.scala (88%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => deepseek}/DeepseekCreateChatCompletionStreamed.scala (90%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => fireworksai}/FireworksAICreateChatCompletion.scala (91%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => fireworksai}/FireworksAICreateChatCompletionStreamed.scala (91%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => fireworksai}/FireworksAICreateChatCompletionStreamedWithDeepseek.scala (93%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => fireworksai}/FireworksAICreateChatCompletionWithDeepseek.scala (92%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => fireworksai}/FireworksAIDocumentInlining.scala (91%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => fireworksai}/FireworksAIDocumentInliningJson.scala (89%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => fireworksai}/FireworksAIDocumentInliningLocal.scala (92%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiCreateChatCompletion.scala (86%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiCreateChatCompletionJSONWithOpenAIAdapter.scala (91%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiCreateChatCompletionStreamedWithOpenAIAdapter.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiCreateChatCompletionWithOpenAIAdapter.scala (95%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiGenerateContent.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiGenerateContentCached.scala (98%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiGenerateContentCachedWithInlineData.scala (98%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiGenerateContentCachedWithOpenAIAdapter.scala (98%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiGenerateContentJSON.scala (98%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiGenerateContentStreamed.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => googlegemini}/GoogleGeminiListModels.scala (93%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => grok}/GrokCreateChatCompletion.scala (88%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => grok}/GrokCreateChatCompletionStreamed.scala (90%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => grok}/GrokCreateChatCompletionWithImage.scala (90%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => groq}/GroqCreateAudioTranscription.scala (95%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => groq}/GroqCreateChatCompletion.scala (88%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => groq}/GroqCreateChatCompletionJSONWithDeepseekR1.scala (89%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => groq}/GroqCreateChatCompletionStreamed.scala (91%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => groq}/GroqCreateChatCompletionWithDeepseekR1.scala (80%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => mistral}/MistralCreateChatCompletion.scala (88%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => mistral}/MistralCreateChatCompletionStreamed.scala (90%) create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/novita/NovitaCreateChatCompletion.scala create mode 100644 openai-examples/src/main/scala/io/cequence/openaiscala/examples/novita/NovitaCreateChatCompletionStreamed.scala rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => octoml}/OctoMLCreateChatCompletion.scala (89%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => octoml}/OctoMLCreateChatCompletionStreamed.scala (91%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => ollama}/OllamaCreateChatCompletion.scala (95%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => ollama}/OllamaCreateChatCompletionStreamed.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => sonar}/SonarCreateChatCompletion.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => sonar}/SonarCreateChatCompletionStreamed.scala (96%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => sonar}/SonarCreateChatCompletionStreamedWithOpenAIAdapter.scala (92%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => sonar}/SonarCreateChatCompletionWithJson.scala (97%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => sonar}/SonarCreateChatCompletionWithOpenAIAdapter.scala (90%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => togetherai}/TogetherAICreateChatCompletion.scala (89%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => vertexai}/VertexAICreateChatCompletionStreamedWithOpenAIAdapter.scala (92%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => vertexai}/VertexAICreateChatCompletionWithOpenAIAdapter.scala (89%) rename openai-examples/src/main/scala/io/cequence/openaiscala/examples/{nonopenai => vertexai}/VertexAIRegionsCreateChatCompletionWithOpenAIAdapter.scala (98%) diff --git a/openai-examples/src/main/resources/logback.xml b/openai-examples/src/main/resources/logback.xml index fdda6416..9ca3112e 100644 --- a/openai-examples/src/main/resources/logback.xml +++ b/openai-examples/src/main/resources/logback.xml @@ -15,7 +15,7 @@ - +