Alex Chernysh — Writing · Feb 24, 2026
Which Query Transformation Techniques Actually Help RAG?
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HyDE, query rewrite, decomposition, step-back prompting, and fusion for RAG: which query transformation technique fixes which retrieval failure, and when the extra latency pays off.
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