GraphRAG-CodeAudit · local-to-global

Ask a codebase for its risk shape

Extract entities, typed edges, and security claims; partition the graph into communities; answer through entity neighbourhoods or community reports. The sample repository is synthetic and the judge is deterministic.

SAMPLE QUESTIONS

GraphRAG vs flat vector RAG

MetricGraphRAGFlat

arXiv:2404.16130 Source: GraphRAG-CodeAudit · Dataset: graphrag-questions-100