Add docs for MRRReranker and ColPali embeddings #88

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haritha1313 wants to merge 1 commit into lancedb:main from haritha1313:haritha/integrationdocs

+203 −10

haritha1313 commented Jan 17, 2026

This PR adds documentation for two new integrations:

MRR Reranker (integrations/reranking/mrr.mdx) - Mean Reciprocal Rank algorithm for combining and reranking search results from hybrid and multivector searches
ColPali Embedding (integrations/embedding/colpali.mdx) - Multi-vector embeddings for multimodal retrieval using ColPali models

Changes

New Documentation

Added MRR Reranker docs with usage examples, accepted arguments, and supported score types
Added ColPali embedding docs with setup, supported models, parameters, and text search examples

Updated Files

docs.json - Added navigation entries for both new pages
snippets/integrations.mdx - Auto-generated snippets from test markers
tests/py/test_integrations.py - Added integration tests for MRR and ColPali

Minor Fixes

Consistent formatting in existing reranker docs (backticks around type annotations)

-Generated with Oqoqo


          Add docs for MRRReranker and ColPali embeddings

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