#postgresql pgvector rag

10/24/2026

PostgreSQL pgvector RAG: How to Build a RAG Application

Build a RAG application with PostgreSQL and pgvector: install the extension, chunk and embed documents, add an HNSW index, retrieve top-k context and fix errors like dimension mismatches and ignored indexes.