Beyond Keywords: Mastering HyDE for Smarter Retrieval 🧠

If you’ve ever built a RAG system, you’ve likely felt the frustration of the "Mismatch Problem". You ask a perfectly reasonable question, but it returns completely irrelevant documents. Why? Because your retrieval method is searching based upon your question's language. In the vector world, these two things often don't look alike. Eg: Users asking questions to retrieve context from a technical documentation (like company's legal policies) Today, we’re going to master HyDE (Hypothetical Docume...