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Overview

Documents the optional BM25Plus variant supported by BM25Retriever.

Adds a short explanation of when BM25Plus may be useful and a minimal example showing how to enable it. The default behavior of BM25Retriever remains unchanged.

Type of change

Type: Update existing documentation

Related issues/PRs

Checklist

  • ✅ I have read the contributing guidelines
  • ✅ I have tested my changes locally using docs dev
  • ✅ All code examples have been tested and work correctly
  • ✅ I have used root relative paths for internal links
  • I have updated navigation in src/docs.json if needed
    (Not needed — existing page updated only)

Additional notes

This documentation corresponds to an opt-in feature added in the linked code PR. No existing behavior is changed.

@samanta-sc samanta-sc requested a review from mdrxy as a code owner December 28, 2025 11:11
@github-actions github-actions bot added langchain For docs changes to LangChain oss python For content related to the Python version of LangChain projects external User is not a member of langchain-ai labels Dec 28, 2025
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