HyDE Your Way to Better Retrieval: Smart Contextual Embeddings for LLMs

🔍 Introduction: Why HyDE? In traditional RAG systems, the user’s query is embedded directly to search for relevant chunks. But what if the query is too short or vague? Enter HyDE — an innovative approach where we first use an LLM to generate a hypot...