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Support Anthropic-introduced Contextual Retrieval and other strategies #12

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Support Anthropic-introduced Contextual Retrieval and other strategies #12

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@Rishit2000 Rishit2000 commented Sep 12, 2025

  • Allow contextualization of chunks before indexing (see: ref).
  • Add a re-ranking module that supports cross-encoder model for now.
  • Add a query transformation module that supports strategies like HyDE (ref), multi-query transform and query decomposition using LLM calls.
  • Implement paragraph-level chunking.

@Rishit2000 Rishit2000 requested a review from jarulraj September 12, 2025 06:25
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@jarulraj jarulraj Awaiting requested review from jarulraj

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