pgvector with LlamaIndex: Build a RAG Pipeline on PostgreSQL
https://rivestack.io/blog/pgvector-llamaindex
Full walkthrough for using LlamaIndex PGVectorStore with pgvector: setup, metadata filtering, incremental ingestion, and cross-encoder reranking. No dedicated vector DB needed if you're already on PostgreSQL.
