
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.
By Muhammad Wilayat Shah
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