FlowRAG: Synergizing Explicit Reasoning via Frequency-Aware Multi-Granularity Graph Flow

In three linesFlowRAG improves graph-based retrieval-augmented generation through a multi-granularity heterogeneous graph (passages, summaries, sentences, entities) and frequency-aware weighted flow module. This enhances semantic recall and explicit reasoning for complex multi-hop tasks.

Summary generated by Claude — human-verified