Hypothetical Document Embeddings (HyDE) – A Query Transformation Technique for Advanced RAG

HyDE generates a hypothetical document ( based on Pre-Trained Knowledge of LLM ), from User Query, then instead of creating vector embeddings of user query and search in our vector database, it creates embeddings of that hypothetical Document , and f...