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postgres-hybrid-text-search
Security scan passedUse this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Ra…
Part of pg-aiguide SkillsPack · 9 skills
by timescale· DatabasesUnclaimed · Yours? Claim it
What postgres-hybrid-text-search does
About
Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF). **Trigger when user asks to:** - Combine keyword and semantic search - Implement hybrid search or multi-modal retrieval - Use BM25/pg_textsearch with pgvector together - Implement RRF (Reciprocal Rank Fusion) for search - Build search that handles both exact terms and meaning **Keywords:** hybrid search, BM25, pg_textsearch, RRF, reciprocal rank fusion, keyword search, full-text search, reranking, cross-encoder Covers: pg_textsearch BM25 index setup, parallel query patterns, client-side RRF fusion (Python/TypeScript), weighting strategies, and optional ML reranking.
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