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Kernel-GraphRAG Sentinel is an intelligent analysis tool that parses Linux kernel C code, builds comprehensive call graphs in Neo4j, tracks data flows, maps test coverage, and provides AI-powered ...

Abstract: Aiming at the problems of knowledge fragmentation, insufficient processing capability of multisource heterogeneous data, and inefficient inference of complex failure modes that exist in ...

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VideoRAG introduces a novel dual-channel architecture that synergistically combines graph-driven textual knowledge grounding for modeling cross-video semantic relationships with hierarchical ...

GraphRAG (Graphs + Retrieval Augmented Generation) is a technique for richly understanding text datasets by combining text extraction, network analysis, and LLM prompting and summarization into a ...