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 Document