Patterns · Vol. 10

Pattern

Query transformation patterns (implementable across frameworks)

Improve retrieval quality by transforming user input before retrieval: cleaning noisy inputs (rewrite), broadening vocabulary (expansion), bridging vocabulary mismatch (HyDE), breaking compound questions (decomposition), or hedging against any single phrasing being wrong (multi-query).

Classification — Five transformation patterns: rewrite, expand, HyDE, decompose, multi-query.

Full entry

The complete treatment — problem, how it works, when to use it, sources, and examples — lives in the volume below.

Browse the full pattern index or the catalog.