Optimizing Hypergraph-Based RAG: Toward Better Fact Extraction and Chunk Retrieval

Houda Khrouf, Pedro Fillastre, Sebastiao Correia

GraphRAG enables deeper reasoning by structuring knowledge as graphs but struggles with n-ary facts. HyperGraphRAG uses hypergraphs for richer semantics, improving accuracy, yet re…