Your RAG pipeline retrieves real documents — and still hallucinates. Here's the retrieve → generate → verify pattern that catches it before your agent acts, with working Python code you can run right now.




Your RAG pipeline retrieves three real documents. The LLM reads them. It generates a response that cites those exact sources. Everything...