Graph RAG
by AaaS · open-source · Last verified 2026-03-01
Augments traditional vector-based RAG with knowledge graph structures for multi-hop reasoning and relationship-aware retrieval. Builds entity-relationship graphs from documents and traverses them to answer complex queries requiring cross-document reasoning.
https://aaas.blog/skill/graph-rag ↗C+
C+—Average
Adoption: C+Quality: AFreshness: ACitations: BEngagement: F
Specifications
- License
- MIT
- Pricing
- open-source
- Capabilities
- knowledge-graph-construction, graph-traversal, entity-resolution, multi-hop-reasoning, relationship-extraction
- Integrations
- neo4j, langchain, llama-index, networkx
- Use Cases
- complex-qa, research-synthesis, compliance-analysis, supply-chain-analysis
- API Available
- No
- Difficulty
- advanced
- Prerequisites
- rag-retrieval, named-entity-recognition
- Supported Agents
- claude-code
- Tags
- rag, knowledge-graph, graph-database, retrieval, reasoning
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
52.2Adoption
52
Quality
82
Freshness
88
Citations
60
Engagement
0