graphrag
OfficialGraphRAG: modular graph-based private data reasoning
Authoraeonbridge
Version1.0.0
Installs0
System Documentation
What problem does it solve?
GraphRAG enables building and querying knowledge graphs from unstructured text to support reasoning over private datasets, connecting dispersed information into structured insights.
Core Features & Use Cases
- Knowledge graph extraction: entities, relationships, and claims from documents
- Hierarchical community detection: multi-level summaries via Leiden clustering
- TextUnits and embeddings: chunked data, vector search, and graph embeddings
- Multi-mode querying: global, local, and drift-style queries for rich reasoning
- Use cases: private data reasoning, enterprise document analysis, and domain-specific knowledge graphs
Quick Start
Install GraphRAG, initialize a project, index a dataset, and run a first query to validate results.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: graphrag Download link: https://github.com/aeonbridge/ab-anthropic-claude-skills/archive/main.zip#graphrag Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.