What does Multi-Query Retrieval mean? Definition | AI Understanding

Definition

A retrieval technique that rewrites the user query into several variants to improve recall.

Related terms

Retrieval Precision

The proportion of retrieved items that are relevant to the user's query.

A retrieval method that generates multiple query variants, retrieves results for each, and fuses the rankings.

Multi-Head Attention

A transformer mechanism that runs several attention operations in parallel to capture different types of relationships.

Intent Classification

Predicting the user's purpose from a text query to route it correctly.

RAG (Retrieval-Augmented Generation)

A method that retrieves external knowledge and feeds it into generation at inference time.

Finding relevant documents or records from a knowledge source for a query.

Learn more in our free guides

Retrieval Quality Multilingual LLMs Multimodal Search Hard Parameter Sharing in Multi-Task Networks

See also

Parent-Document Retrieval Self-Play Beam Search Post-training Repetition Penalty Mid-training Frequency Penalty Watermarking

Browse the full AI Glossary Explore all free AI guides