diff --git a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_patch_evaluations.py b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_patch_evaluations.py
index 9ff2f1aa2913..cbc48f4c401d 100644
--- a/sdk/ai/azure-ai-projects/azure/ai/projects/models/_patch_evaluations.py
+++ b/sdk/ai/azure-ai-projects/azure/ai/projects/models/_patch_evaluations.py
@@ -18,23 +18,29 @@ class EvaluatorIds(str, Enum, metaclass=CaseInsensitiveEnumMeta):
     VIOLENCE = "azureai://built-in/evaluators/violence"
     GROUNDEDNESS = "azureai://built-in/evaluators/groundedness"
     GROUNDEDNESS_PRO = "azureai://built-in/evaluators/groundedness_pro"
-    BLUE_SCORE = ("azureai://built-in/evaluators/blue_score",)
-    CODE_VULNERABILITY = ("azureai://built-in/evaluators/code_vulnerability",)
-    COHERENCE = ("azureai://built-in/evaluators/coherence",)
-    CONTENT_SAFETY = ("azureai://built-in/evaluators/content_safety",)
-    F1_SCORE = ("azureai://built-in/evaluators/f1_score",)
-    FLUENCY = ("azureai://built-in/evaluators/fluency",)
-    GLEU_SCORE = ("azureai://built-in/evaluators/gleu_score",)
-    INDIRECT_ATTACK = ("azureai://built-in/evaluators/indirect_attack",)
-    # INTENT_RESOLUTION = "azureai://built-in/evaluators/intent_resolution",
-    METEOR_SCORE = ("azureai://built-in/evaluators/meteor_score",)
-    PROTECTED_MATERIAL = ("azureai://built-in/evaluators/protected_material",)
-    RETRIEVAL = ("azureai://built-in/evaluators/retrieval",)
-    ROUGE_SCORE = ("azureai://built-in/evaluators/rouge_score",)
-    SELF_HARM = ("azureai://built-in/evaluators/self_harm",)
-    SEXUAL = ("azureai://built-in/evaluators/sexual",)
-    SIMILARITY_SCORE = ("azureai://built-in/evaluators/similarity_score",)
-    # TASK_ADHERENCE = "azureai://built-in/evaluators/task_adherence",
-    # TOOL_CALL_ACCURACY = "azureai://built-in/evaluators/tool_call_accuracy",
-    UNGROUNDED_ATTRIBUTES = ("azureai://built-in/evaluators/ungrounded_attributes",)
-    RESPONSE_COMPLETENESS = ("azureai://built-in/evaluators/response_completeness",)
+    BLEU_SCORE = "azureai://built-in/evaluators/bleu_score"
+    CODE_VULNERABILITY = "azureai://built-in/evaluators/code_vulnerability"
+    COHERENCE = "azureai://built-in/evaluators/coherence"
+    CONTENT_SAFETY = "azureai://built-in/evaluators/content_safety"
+    F1_SCORE = "azureai://built-in/evaluators/f1_score"
+    FLUENCY = "azureai://built-in/evaluators/fluency"
+    GLEU_SCORE = "azureai://built-in/evaluators/gleu_score"
+    INDIRECT_ATTACK = "azureai://built-in/evaluators/indirect_attack"
+    INTENT_RESOLUTION = "azureai://built-in/evaluators/intent_resolution"
+    METEOR_SCORE = "azureai://built-in/evaluators/meteor_score"
+    PROTECTED_MATERIAL = "azureai://built-in/evaluators/protected_material"
+    RETRIEVAL = "azureai://built-in/evaluators/retrieval"
+    ROUGE_SCORE = "azureai://built-in/evaluators/rouge_score"
+    SELF_HARM = "azureai://built-in/evaluators/self_harm"
+    SEXUAL = "azureai://built-in/evaluators/sexual"
+    SIMILARITY = "azureai://built-in/evaluators/similarity"
+    QA = "azureai://built-in/evaluators/qa"
+    DOCUMENT_RETRIEVAL = "azureai://built-in/evaluators/document_retrieval"
+    TASK_ADHERENCE = "azureai://built-in/evaluators/task_adherence"
+    TOOL_CALL_ACCURACY = "azureai://built-in/evaluators/tool_call_accuracy"
+    UNGROUNDED_ATTRIBUTES = "azureai://built-in/evaluators/ungrounded_attributes"
+    RESPONSE_COMPLETENESS = "azureai://built-in/evaluators/response_completeness"
+    # AOAI Graders
+    LABEL_GRADER = "azureai://built-in/evaluators/azure-openai/label_grader"
+    STRING_CHECK_GRADER = "azureai://built-in/evaluators/azure-openai/string_check_grader"
+    TEXT_SIMILARITY_GRADER = "azureai://built-in/evaluators/azure-openai/text_similarity_grader"