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[ML-OB] ragas evaluation integration #27217

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@lievan lievan commented Jan 21, 2025

What does this PR do? What is the motivation?

Introduce LLM Observability's integration with the RAGAS evaluation framework

Existing LLM integrations are all tracing related - by turning one of them on, a user gets automatic tracing if they use a LLM library we integration with

Our ragas integration is the first "evaluations" integration - we're aiming to provide a similar experience by allowing users to get evaluations, out of the box, from the ragas open source framework simply by flipping on an environment variable

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  • Ready for merge

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@lievan lievan changed the title [MLOB] ragas evaluation integration [ML-OB] ragas evaluation integration Jan 21, 2025
@github-actions github-actions bot added the Architecture Everything related to the Doc backend label Jan 22, 2025
@cswatt cswatt added the editorial review Waiting on a more in-depth review label Jan 27, 2025
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cswatt commented Jan 27, 2025

Added DOCS-9960 to track review

@github-actions github-actions bot added Images Images are added/removed with this PR Guide Content impacting a guide labels Feb 11, 2025
@cswatt cswatt marked this pull request as ready for review February 11, 2025 01:05
@cswatt cswatt requested a review from a team as a code owner February 11, 2025 01:05
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