SMRTR ProgrammingDec 26, 2025Daily.dev

Better Relevance for AI Apps With BM25 Algorithm in PostgreSQL

SMRTR summary

Tiger Data open sourced pg_textsearch, a PostgreSQL extension implementing BM25 ranking for improved keyword search relevance. Built primarily with AI assistance in just two months, it addresses the growing need for better search in RAG systems and AI applications. The extension complements vector search by providing precise keyword matching with proper relevance scoring, something native Postgres full-text search lacks.

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