Endpoint deployment error due to principal roles given to unfound resources in the RG

Error when deploying as an endpoint to AI Studio.

Cause: Setting roles for AOAI and AI Search throws the error: Resources not found. The code gives roles based on the connection name, not the resource name.

**Resolution steps:**

1) Add to the provision.yaml:
AZURE_OPENAI_RESOURCE_NAME: "${aoai.aoai_resource_name}" # necessary for the endpoint deployment
AZURE_SEARCH_RESOURCE_NAME: "${search.search_resource_name}" # necessary for the endpoint deployment

This will update the env variables with the name of AOAI and AI Search Resources

2) Modify deploy.py to give roles based on the resource names (not the connection names as originally):

- for AOAI:

scope=f'''/subscriptions/{os.environ["AZURE_SUBSCRIPTION_ID"]}/resourceGroups/{os.environ["AZURE_RESOURCE_GROUP"]}/providers/Microsoft.CognitiveServices/accounts/{os.environ["AZURE_OPENAI_RESOURCE_NAME"]}''',
role_name="Cognitive Services OpenAI User",
principal_id=endpoint.identity.principal_id
)

- for AI Search: scope=f'''/subscriptions/{os.environ["AZURE_SUBSCRIPTION_ID"]}/resourceGroups/{os.environ["AZURE_RESOURCE_GROUP"]}/providers/Microsoft.Search/searchServices/{os.environ["AZURE_SEARCH_RESOURCE_NAME"]}''',
role_name="Search Index Data Contributor",
principal_id=endpoint.identity.principal_id
)

先从 provision.yaml 开始，检查 AOAI 和 AI Search 的资源名称环境变量，然后查看 deploy.py，其中会分配 endpoint 角色。部署 endpoint，并验证角色作用域使用的是实际资源名称，且不会发生 resources-not-found 错误。

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