{"type": "article", "title": "Why my first RAG layer starts in Postgres, not in a standalone vector database", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/why-my-first-rag-layer-starts-in-postgres-not-in-a-standalone-vector-database", "original_source": "https://dev.to/rkrisa/why-my-first-rag-layer-starts-in-postgres-not-in-a-standalone-vector-database-29e0", "published": "2026-06-13T12:30:37+00:00", "accessed": "2026-06-13", "id": "why-my-first-rag-layer-starts-in-postgres-not-in-a-standalone-vector-database"}