jrmccluskey opened a new pull request, #35498:
URL: https://github.com/apache/beam/pull/35498
Change introduces an OpenAIModelHandler to enable sending inference requests
to OpenAI's API (e.g., GPT models) via the RunInference transform.
Key changes:
- Added `OpenAIModelHandler` in
`sdks/python/apache_beam/ml/inference/openai_inference.py`.
- Implemented request generation and response parsing for both completion
and chat-based OpenAI models within the `generate_completion` helper function.
- Included retry logic for common OpenAI API errors (rate limits, server
errors).
- Added comprehensive unit tests in
`sdks/python/apache_beam/ml/inference/openai_inference_test.py`, mocking the
OpenAI client and testing various scenarios. All unit tests pass.
- Created integration tests in
`sdks/python/apache_beam/ml/inference/openai_inference_it_test.py` (requires
`OPENAI_API_KEY` to run).
- Defined dependencies in
`sdks/python/apache_beam/ml/inference/openai_tests_requirements.txt
This PR was initially generated by Jules then manually cleaned up (removing
unused imports, unnecessary code comments, formatting changes.)
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