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Patterns

Multi-Query Retrieval

Generating several versions of a query and pooling their search results.

Definition

Multi-query retrieval has the model generate several reworded versions of a question, runs a search for each, and pools the results. Approaching the query from multiple angles catches relevant documents that a single phrasing would miss. It is closely related to RAG fusion.