I asked my RAG example how to test sending emails in Symfony. It came back with the Mailer documentation three times, once from each of three versions, none of them the section that actually answered the question. The vector search was working exactly as designed. That was the problem. Retrieval is a pipeline, not a lookup. https://johanneswachter.dev/blog/rag-beyond-hello-world/