nano-graphrag and graphrag-visualizer
The web-based visualization tool for GraphRAG artifacts is a complement to the implementation of GraphRAG, allowing users to explore the outputs of the latter.
About nano-graphrag
gusye1234/nano-graphrag
A simple, easy-to-hack GraphRAG implementation
Builds knowledge graphs from text by extracting entities and relationships, then performs retrieval-augmented generation through both global and local graph traversal modes. Supports pluggable components including multiple LLM providers (OpenAI, Bedrock, Ollama), vector databases (FAISS, Milvus, HNSWlib), and graph backends (Neo4j, NetworkX), with full async/await support and MD5-based deduplication for incremental inserts.
About graphrag-visualizer
noworneverev/graphrag-visualizer
A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.
Enables client-side parsing of GraphRAG's parquet outputs (entities, relationships, documents, text units, communities) into interactive 2D/3D graph visualizations and tabular data views. Supports optional integration with graphrag-api for live search queries against hosted indexes. Processes all data locally for privacy while maintaining compatibility across GraphRAG versions 0.3.x through 2.x.x.
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