Allow cognitiveservices endpoint for index building (#33900)

Author: luigiw

sdk/ai/azure-ai-generative/azure/ai/generative/evaluate/_constants.py

@@ -2,21 +2,19 @@
 # Copyright (c) Microsoft Corporation. All rights reserved.
 # ---------------------------------------------------------
 
-from azureml.metrics import constants
-
 QA = "qa"
 CHAT = "chat"
 
 SUPPORTED_TASK_TYPE = [QA, CHAT]
 
 SUPPORTED_TO_METRICS_TASK_TYPE_MAPPING = {
-    QA: constants.QUESTION_ANSWERING,
-    CHAT: constants.RAG_EVALUATION,
+    QA: "qa",
+    CHAT: "rag-evaluation",
 }
 
 TYPE_TO_KWARGS_MAPPING = {
-    constants.QUESTION_ANSWERING: ["questions", "contexts", "y_pred", "y_test"],
-    constants.RAG_EVALUATION: ["y_pred"]
+    "qa": ["questions", "contexts", "y_pred", "y_test"],
+    "rag-evaluation": ["y_pred"]
 }
 
 
@@ -74,6 +72,6 @@ class ChatMetrics:
 
 
 TASK_TYPE_TO_METRICS_MAPPING = {
-    constants.QUESTION_ANSWERING: QaMetrics,
-    constants.RAG_EVALUATION: ChatMetrics
+    "qa": QaMetrics,
+    "rag-evaluation": ChatMetrics
 }

sdk/ai/azure-ai-generative/azure/ai/generative/index/_models.py

@@ -45,7 +45,7 @@ def split_details(details):
         config = {**split_details(details), **config}
         config["kind"] = "open_ai"
         if "endpoint" in config:
-            if ".openai." in config["endpoint"] or ".api.cognitive." in config["endpoint"]:
+            if ".openai." in config["endpoint"] or ".api.cognitive." in config["endpoint"] or ".cognitiveservices." in config["endpoint"]:
                 config["api_base"] = config["endpoint"].rstrip("/")
             else:
                 config["api_base"] = f"https://{config['endpoint']}.openai.azure.com"