Shypd.aiThe largest open index of AI toolsGraph-rag-agent is an open-source RAG & Document AI tool that integrates GraphRAG, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construction and search. It also incorporates DeepSearch technology for private RAG reasoning and a custom evaluation framework.
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About
Graph-rag-agent is an open-source project focused on building explainable and inferential intelligent question-answering systems by combining GraphRAG and private Deep Search. It integrates various RAG technologies like GraphRAG, LightRAG, and Neo4j-llm-graph-builder for comprehensive knowledge graph construction and search capabilities. The tool features a multi-agent collaborative architecture, allowing different types of agents to work together for complex problem-solving. A key differentiator is its robust evaluation system, offering over 20 metrics to assess system performance. It also supports incremental updates for dynamic knowledge graph building and includes mechanisms for entity disambiguation and alignment to improve data quality. The project provides a full-stack solution with a backend service (FastAPI) and a frontend interface for interactive knowledge graph visualization and real-time streaming responses.
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Open Source
Free
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