graphrag and graphrag-visualizer
The visualizer is a complementary frontend tool that enables interactive exploration of artifacts (knowledge graphs, communities, entities) produced by the core GraphRAG system, making them ecosystem complements designed to be used together.
About graphrag
microsoft/graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
This system helps you make sense of large amounts of unstructured text data, like research papers or internal documents. It processes your text to identify key entities and relationships, outputting a structured knowledge graph that your AI can then use to answer complex questions or find insights more effectively. This is designed for researchers, analysts, or anyone who needs to extract precise information and reasoning from extensive narrative data using large language models.
About graphrag-visualizer
noworneverev/graphrag-visualizer
A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.
This tool helps researchers and analysts understand complex relationships extracted from large text datasets by Microsoft GraphRAG. It takes structured data files (parquet files) generated by GraphRAG as input and displays interactive graphs and detailed tables. Anyone working with GraphRAG outputs to uncover insights from documents and their connections would find this useful.
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