Vector Databases for Production RAG (2026): Pinecone vs Qdrant vs Milvus vs pgvector

If you are deploying a Retrieval-Augmented Generation (RAG) system in 2026, choosing the wrong vector store can quickly derail your architecture. What works effortlessly in a quick demo notebook with