Microsoft GraphRAG
Featured Open SourceGraph-based RAG that extracts knowledge graphs for better retrieval
GraphRAG is an open-source framework from Microsoft Research that uses LLMs to extract entities and relationships into a knowledge graph, enabling global reasoning over large document corpora that traditional RAG cannot handle.
Product Overview
Use Cases
- Enterprise Knowledge Extraction
- Graph-Based RAG
- Document Summarization at Scale
Ideal For
Enterprise AI TeamsData ScientistsKnowledge Management Teams
Architecture Fit
Enterprise ReadySelf HostedCloud NativeAPI FirstMulti-Agent CompatibleKubernetes SupportOpen Source
Technical Details
- Deployment Model
- self-hosted
- LLM Providers
- Azure OpenAIOpenAI
Screenshots
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