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SPD-RAG

Hierarchical multi-agent RAG system that assigns specialized sub-agents per document

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SPD-RAG (Sub-Agent Per Document RAG) is a research framework for complex question answering across multiple documents. Unlike traditional RAG systems that treat all documents uniformly, it assigns a dedicated sub-agent to each document, enabling exhaustive evidence gathering and better handling of multi-document reasoning tasks. Particularly effective for queries requiring synthesis of information from diverse sources.

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ragmulti-agentresearchopen-sourcequestion-answeringframework