
Yes, You Can Do Hybrid Search in Postgres (And You Probably Should)
Most search stacks run four systems to answer one question. You don't need any of them. Build production hybrid search in Postgres with pg_textsearch for BM25, pgvectorscale for vector similarity, and Reciprocal Rank Fusion to combine them. One query. One database.
By Erin Mikail Staples
April 20th, 2026







