feat(aws): add AWS Bedrock AgentCore Long-Term Memory connector

[tshepomaredi]

Description

Implements outbound connector for retrieving persistent knowledge from AWS Bedrock AgentCore Long-Term Memory (issue #6853).

Operations:

• Retrieve Memory Records: semantic search across extracted memories
• List Memory Records: browse/filter stored memory records

Both operations return memory record summaries with content, score, metadata, namespaces, and pagination support.

Related issues

closes #6853

Checklist

• Backport labels are added if these code changes should be backported. No backport label is added to the latest
  release, as this branch will be rebased onto main before the next release. Example backport labels:
  • backport stable/8.8: for changes that should be included in the next 8.8.x release.
  • or backport release-8.8.7: for changes that should be included in the specific release 8.8.7, and this
    release has already been created. The release branch will be merged back into stable/8.8 later, so the change
    will be included in future 8.8.x releases as well.
• Tests/Integration tests for the changes have been added if applicable.
• If the change requires a documentation update, it has been added to the appropriate section in the documentation.

[mathieu-stennier]

@tshepomaredi please don't rely on my reviews this week :)

[Copilot]

Pull request overview

Adds a new AWS outbound connector module to retrieve and list persistent memory records from AWS Bedrock AgentCore Long‑Term Memory, including generated element templates and bundle wiring so it ships with the default distribution.

Changes:

• Introduces new aws-bedrock-agentcore-lt-memory connector module (request/response models, executor, connector function, ServiceLoader registration, icon).
• Adds generated element templates (standard + hybrid) for the new connector.
• Registers the module in the AWS parent build and includes it in the bundle/default-bundle.

Reviewed changes

Copilot reviewed 17 out of 18 changed files in this pull request and generated 4 comments.

Show a summary per file

File	Description
ignore-templates.json	Adds the new template id to the ignore list (currently introduces invalid JSON).
connectors/aws/pom.xml	Registers the new AWS connector module in the multi-module build.
connectors/aws/aws-bedrock-agentcore-lt-memory/pom.xml	New module POM with AWS SDK dependency and element template generation config.
connectors/aws/aws-bedrock-agentcore-lt-memory/src/main/java/io/camunda/connector/aws/bedrock/agentcore/memory/AgentCoreMemoryConnectorFunction.java	Main outbound connector entrypoint + AWS client creation.
connectors/aws/aws-bedrock-agentcore-lt-memory/src/main/java/io/camunda/connector/aws/bedrock/agentcore/memory/AgentCoreMemoryExecutor.java	Implements retrieve/list calls and response mapping.
connectors/aws/aws-bedrock-agentcore-lt-memory/src/main/java/io/camunda/connector/aws/bedrock/agentcore/memory/model/request/AgentCoreMemoryRequest.java	Root request model (memoryId, namespace, operation) extending AWS base request.
connectors/aws/aws-bedrock-agentcore-lt-memory/src/main/java/io/camunda/connector/aws/bedrock/agentcore/memory/model/request/ListOperation.java	List operation request subtype.
connectors/aws/aws-bedrock-agentcore-lt-memory/src/main/java/io/camunda/connector/aws/bedrock/agentcore/memory/model/request/MemoryOperation.java	Sealed discriminator interface for operations.
connectors/aws/aws-bedrock-agentcore-lt-memory/src/main/java/io/camunda/connector/aws/bedrock/agentcore/memory/model/request/RetrieveOperation.java	Retrieve operation request subtype (query/strategy/maxResults).
connectors/aws/aws-bedrock-agentcore-lt-memory/src/main/java/io/camunda/connector/aws/bedrock/agentcore/memory/model/response/AgentCoreMemoryResult.java	Result wrapper with records, count, and nextToken.
connectors/aws/aws-bedrock-agentcore-lt-memory/src/main/java/io/camunda/connector/aws/bedrock/agentcore/memory/model/response/MemoryRecordEntry.java	Response record for individual memory summaries.
connectors/aws/aws-bedrock-agentcore-lt-memory/src/main/resources/icon.svg	Adds the connector icon used by templates.
connectors/aws/aws-bedrock-agentcore-lt-memory/src/main/resources/META-INF/services/io.camunda.connector.api.outbound.OutboundConnectorFunction	Registers the connector via ServiceLoader.
connectors/aws/aws-bedrock-agentcore-lt-memory/src/test/java/io/camunda/connector/aws/bedrock/agentcore/memory/AgentCoreMemoryExecutorTest.java	Unit tests for request mapping, filtering, metadata mapping, nextToken, and error wrapping.
connectors/aws/aws-bedrock-agentcore-lt-memory/element-templates/aws-bedrock-agentcore-lt-memory-outbound-connector.json	Generated outbound element template definition.
connectors/aws/aws-bedrock-agentcore-lt-memory/element-templates/hybrid/aws-bedrock-agentcore-lt-memory-outbound-connector-hybrid.json	Generated hybrid element template definition.
bundle/pom.xml	Adds the new connector artifact to the bundle build.
bundle/default-bundle/pom.xml	Adds the new connector as a runtime dependency in the default bundle.

[nikonovd]

Looks solid so far. Please take a look at my comments! 🥠

[johnBgood]

❓ Have you considered the operation-based way of implementing the connector?

[tshepomaredi]

I have not, will have a look. Would this be a preferable way? Currently all the connectors I made follow the current pattern, which was basically me following common implementation patterns of other AWS connectors

[johnBgood]

It depends on your connector complexity, we introduced that recently it's not mandatory at all but can simplify the implementation. You can have a look at our CSV connector, for example. No need to change anything, I just wanted to raise awareness about this.

[nikonovd]

Looks good now! Thanks for checking.

There are two minor remarks - afterwards it's good to go from my side 🚀

[nikonovd]

Nice! 🚐

[github-actions]

🎉 This pull request has been included in release 8.10.0-alpha1!

Thank you for your contribution! 🚀