HyPE-RAG: How Hypothetical Prompt Embeddings Solve Question Matching in Retrieval Systems
HyPE (Hypothetical Prompt Embeddings) is an advanced RAG enhancement technique that precomputes hypothetical questions for each document chunk during indexing rather than generating content at query time. The questions are created in such a way that the answers are already present in the document. By transforming retrieval into question-question matching, HyPE reduces query-time latency while […]
