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Modular RAG - Part 2 #1811

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ThomasVitale opened this issue Nov 24, 2024 · 0 comments
Open

Modular RAG - Part 2 #1811

ThomasVitale opened this issue Nov 24, 2024 · 0 comments
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enhancement New feature or request RAG Issues related to Retrieval Augmented Generation

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@ThomasVitale
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This is part 2 of the Modular RAG solution started in #1603

The scope I'm focusing on for the next milestone is the following. I've started already the several tasks, but I'll submit PRs step-by-step.

  • Support similarity scores in Document API Support similarity scores in Document API #1794
  • Introduce ScoringModel API
  • Support Cohere for chat, embedding, and scoring
  • Add implementations of DocumentJoiner and DocumentRanker based on similarity scores
  • Consolidate Documents metadata and use them in QueryAugmenter implementation
  • Review conditional and branching components in Modular RAG
  • Add Modular RAG documentation
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enhancement New feature or request RAG Issues related to Retrieval Augmented Generation
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@markpollack @ThomasVitale