HyDE
Embedding a generated answer instead of the question.
Aperçu
HyDE asks the model to write a hypothetical answer to the question, then embeds that answer and searches with it. It solves the problem that a question and its answer share fewer terms and less structure than two answers do, so the query embedding lands far from the passages that would answer it. It exists as an inversion that works precisely because the generated answer need not be correct to be useful.
Graphe des technologies
Comment HyDE se rattache au reste de la pile.
Utilise et dépend de
- Embedding concept Techniques HyDE uses Embedding High ✓ source
Appliqué à
- RAG technique Techniques HyDE used for RAG High ✓ source