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MOTHRAG is a graph-free multi-hop RAG framework that matches the accuracy of graph-based systems like GraphRAG and HippoRAG on benchmarks, while avoiding costly graph rebuilds by using a dense index and query-time orchestration.
Moth-Retrieval presents a graph-free approach to multi-hop retrieval that outperforms graph-based systems on the HotpotQA benchmark.