Traditional, Vectorless, and Hybrid RAG: How to Choose the Right Architecture

Most teams building RAG systems make the same architectural decision by default. They reach for a vector database, build an embedding pipeline, and call it done. It works in the demo. Then production happens. Whether you are building an…