Why it matters
HyDE improves retrieval quality. Understanding shapes technique.
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The architecture
LLM: generate hypothetical answer for query.
Embed hypothetical doc.
Retrieve nearest actual docs.
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How it works end to end
Small LLM sufficient for hypothetical.
Multiple hypotheticals for diversity.
Combine with hybrid + rerank.