Most developers think building a chatbot with RAG means slapping a vector database onto a basic chatbot and calling it a day. I used to think the same thing.

But after diving deep into RAG architectures this year, I've realized the real challenge isn't the retrieval — it's creating an intelligent agent that knows when to retrieve, what to...