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ADR: RAG Evaluation Framework #196

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gphorvath opened this issue Oct 3, 2023 · 1 comment · Fixed by #529
Closed

ADR: RAG Evaluation Framework #196

gphorvath opened this issue Oct 3, 2023 · 1 comment · Fixed by #529
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ADR 🧐 Architecture Decision Record
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@gphorvath
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gphorvath commented Oct 3, 2023

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@YrrepNoj YrrepNoj added the ADR 🧐 Architecture Decision Record label Apr 4, 2024
@gphorvath gphorvath changed the title ADR: RAG Framework ADR: RAG Evaluation Framework Apr 18, 2024
@jalling97 jalling97 added this to the v0.8.0 milestone Apr 19, 2024
@jalling97 jalling97 self-assigned this Apr 19, 2024
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A research spike was done to evaluate a few different options for RAG eval frameworks based on the high-level needs of RAG Evals:

  • Custom metrics (llm-based and non-llm)
  • Custom evaluator models
  • Integration with testing workflows
  • Transparent evaluations

A meeting was then held to discuss the findings of this spike and to determine next steps. Here is recording of that meeting: https://drive.google.com/file/d/1yN3NPbkgMzjS7t17jHesiA7rFX0doj3F/view

@jalling97 jalling97 linked a pull request May 16, 2024 that will close this issue
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