TencentCloudADP/youtu-graphrag
[ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning
Implements a unified agentic framework with schema-guided hierarchical knowledge graph construction across four levels (attributes, relations, keywords, communities) and a novel "dually-perceived" community detection algorithm that fuses structural topology with semantic information. Core capabilities include schema-aware query decomposition with iterative reflection (IRCoT), FAISS-accelerated retrieval, and a four-tier architecture supporting domain adaptation through minimal schema intervention, all configurable via centralized YAML management.
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Python
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Last pushed
Feb 26, 2026
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