query-decomposition
Query Decomposition
Break complex queries into independent concepts for parallel retrieval and fusion.
Overview
- Complex queries spanning multiple topics or concepts
- Multi-hop questions requiring chained reasoning
- Queries where single retrieval misses relevant documents
- Improving recall for compound questions
Break complex queries into independent concepts for parallel retrieval and fusion.
The Problem
Complex queries span multiple topics that may not co-occur in single documents:
Query: "How do chunking strategies affect reranking in RAG?"
→ Single search may miss docs about chunking OR reranking
→ Poor coverage across all concepts
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