pgvector

pgvector is a PostgreSQL extension that adds vector similarity search to your existing Postgres database. Store embeddings alongside your relational data, query them with SQL, and avoid managing a separate vector database. For teams already using PostgreSQL, pgvector offers the simplest path to adding semantic search and RAG capabilities without new infrastructure.