Migrate AzureOpenAI constructors to standard OpenAI client #2752
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -9,17 +9,13 @@ | |
| from azure.core.credentials import AzureKeyCredential | ||
| from azure.core.credentials_async import AsyncTokenCredential | ||
| from azure.identity.aio import AzureDeveloperCliCredential, get_bearer_token_provider | ||
| from openai import AsyncOpenAI | ||
| from rich.logging import RichHandler | ||
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| from load_azd_env import load_azd_env | ||
| from prepdocslib.blobmanager import BlobManager | ||
| from prepdocslib.csvparser import CsvParser | ||
| from prepdocslib.embeddings import ImageEmbeddings, OpenAIEmbeddings | ||
| from prepdocslib.fileprocessor import FileProcessor | ||
| from prepdocslib.filestrategy import FileStrategy | ||
| from prepdocslib.htmlparser import LocalHTMLParser | ||
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@@ -160,55 +156,43 @@ class OpenAIHost(str, Enum): | |
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| def setup_embeddings_service( | ||
| open_ai_client: AsyncOpenAI, | ||
| openai_host: OpenAIHost, | ||
| emb_model_name: str, | ||
| emb_model_dimensions: int, | ||
| azure_openai_deployment: str | None, | ||
| azure_openai_endpoint: str | None, | ||
| disable_vectors: bool = False, | ||
| disable_batch_vectors: bool = False, | ||
| ): | ||
| if disable_vectors: | ||
| logger.info("Not setting up embeddings service") | ||
| return None | ||
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| azure_endpoint = None | ||
| azure_deployment = None | ||
| if openai_host in [OpenAIHost.AZURE, OpenAIHost.AZURE_CUSTOM]: | ||
| if azure_openai_endpoint is None: | ||
| raise ValueError("Azure OpenAI endpoint must be provided when using Azure OpenAI embeddings") | ||
| if azure_openai_deployment is None: | ||
| raise ValueError("Azure OpenAI deployment must be provided when using Azure OpenAI embeddings") | ||
| azure_endpoint = azure_openai_endpoint | ||
| azure_deployment = azure_openai_deployment | ||
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| return OpenAIEmbeddings( | ||
| open_ai_client=open_ai_client, | ||
| open_ai_model_name=emb_model_name, | ||
| open_ai_dimensions=emb_model_dimensions, | ||
| disable_batch=disable_batch_vectors, | ||
| azure_deployment_name=azure_deployment, | ||
| azure_endpoint=azure_endpoint, | ||
| ) | ||
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| def setup_openai_client( | ||
| openai_host: OpenAIHost, | ||
| azure_credential: AsyncTokenCredential, | ||
| azure_openai_api_key: Optional[str] = None, | ||
| azure_openai_service: Optional[str] = None, | ||
| azure_openai_custom_url: Optional[str] = None, | ||
| openai_api_key: Optional[str] = None, | ||
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@@ -229,19 +213,16 @@ def setup_openai_client( | |
| logger.info("OPENAI_HOST is azure, setting up Azure OpenAI client") | ||
| if not azure_openai_service: | ||
| raise ValueError("AZURE_OPENAI_SERVICE must be set when OPENAI_HOST is azure") | ||
| endpoint = f"https://{azure_openai_service}.openai.azure.com/openai/v1" | ||
| if azure_openai_api_key: | ||
| logger.info("AZURE_OPENAI_API_KEY_OVERRIDE found, using as api_key for Azure OpenAI client") | ||
| openai_client = AsyncOpenAI(base_url=endpoint, api_key=azure_openai_api_key) | ||
| else: | ||
| logger.info("Using Azure credential (passwordless authentication) for Azure OpenAI client") | ||
| token_provider = get_bearer_token_provider(azure_credential, "https://cognitiveservices.azure.com/.default") | ||
| openai_client = AsyncOpenAI( | ||
| base_url=endpoint, | ||
| api_key=token_provider, | ||
| ) | ||
| elif openai_host == OpenAIHost.LOCAL: | ||
| logger.info("OPENAI_HOST is local, setting up local OpenAI client for OPENAI_BASE_URL with no key") | ||
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@@ -516,41 +497,37 @@ async def main(strategy: Strategy, setup_index: bool = True): | |
| enable_global_documents=enable_global_documents, | ||
| ) | ||
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There was a problem hiding this comment. @copilot Isn't AZURE_OPENAI_API_VERSION in other files as well, like the GitHub actions workflows? There was a problem hiding this comment. You're absolutely right! Found and removed AZURE_OPENAI_API_VERSION references from GitHub Actions workflows (.github/workflows/azure-dev.yml, .github/workflows/evaluate.yaml), Azure DevOps pipeline (.azdo/pipelines/azure-dev.yml), and documentation (docs/reasoning.md). The only remaining reference is in evals/generate_ground_truth.py which uses LangChain wrappers, not the OpenAI SDK directly. Commit: 5d23055 |
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| emb_model_dimensions = 1536 | ||
| if os.getenv("AZURE_OPENAI_EMB_DIMENSIONS"): | ||
| emb_model_dimensions = int(os.environ["AZURE_OPENAI_EMB_DIMENSIONS"]) | ||
| openai_client = setup_openai_client( | ||
| openai_host=OPENAI_HOST, | ||
| azure_credential=azd_credential, | ||
| azure_openai_service=os.getenv("AZURE_OPENAI_SERVICE"), | ||
| azure_openai_custom_url=os.getenv("AZURE_OPENAI_CUSTOM_URL"), | ||
| azure_openai_api_key=os.getenv("AZURE_OPENAI_API_KEY_OVERRIDE"), | ||
| openai_api_key=clean_key_if_exists(os.getenv("OPENAI_API_KEY")), | ||
| openai_organization=os.getenv("OPENAI_ORGANIZATION"), | ||
| ) | ||
| azure_embedding_endpoint = os.getenv("AZURE_OPENAI_ENDPOINT") or os.getenv("AZURE_OPENAI_CUSTOM_URL") | ||
| if not azure_embedding_endpoint and OPENAI_HOST == OpenAIHost.AZURE: | ||
| if service := os.getenv("AZURE_OPENAI_SERVICE"): | ||
| azure_embedding_endpoint = f"https://{service}.openai.azure.com" | ||
| openai_embeddings_service = setup_embeddings_service( | ||
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There was a problem hiding this comment. Moved after, since its now dependent on the client There was a problem hiding this comment. makes sense, and it's simpler at the end of the day |
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| open_ai_client=openai_client, | ||
| openai_host=OPENAI_HOST, | ||
| emb_model_name=os.environ["AZURE_OPENAI_EMB_MODEL_NAME"], | ||
| emb_model_dimensions=emb_model_dimensions, | ||
| azure_openai_deployment=os.getenv("AZURE_OPENAI_EMB_DEPLOYMENT"), | ||
| azure_openai_endpoint=azure_embedding_endpoint, | ||
| disable_vectors=dont_use_vectors, | ||
| disable_batch_vectors=args.disablebatchvectors, | ||
| ) | ||
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| ingestion_strategy: Strategy | ||
| if use_int_vectorization: | ||
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| if not openai_embeddings_service or OPENAI_HOST not in [OpenAIHost.AZURE, OpenAIHost.AZURE_CUSTOM]: | ||
| raise Exception("Integrated vectorization strategy requires an Azure OpenAI embeddings service") | ||
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| ingestion_strategy = IntegratedVectorizerStrategy( | ||
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@copilot Remove this line that sets AZURE_OPENAI_ENDPOINT, and pass azure_openai_endpoint from
setup_openai_clientto setup_embeddings insteadThere was a problem hiding this comment.
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Fixed in commit ee14c51 - removed the redundant AZURE_OPENAI_ENDPOINT computation and now pass the
azure_openai_endpointvalue returned fromsetup_openai_clientdirectly tosetup_embeddings_service.