
Ditch Standalone Vector DBs: Why We Use PostgreSQL and pgvector for Production RAG
Specialized vector databases promised the moon, but running separate databases created sync debt, ACID headaches, and high bills. Why hybrid search with pgvector and BM25 inside Postgres wins every time.
Abhishek MadaanApr 3, 2026
