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NAIRAG
Ultra-fast graph RAG engine
NAIRAG turns documents, events and databases into a queryable knowledge graph. Full pipeline: ingest, extract, link, index, search.
Capabilities
- 01
Graph-native retrieval
Entities and relations, not just chunks. Multi-hop answers with provenance.
- 02
Anomaly detection
Spot outliers and drift in your knowledge as it grows. Alerts before answers degrade.
- 03
End-to-end pipeline
Connectors, chunking, embedding, graph building and hybrid search in one engine.
- 04
Built for speed
Sub-10ms retrieval on millions of nodes. Incremental updates, no reindex.
Built for
- Enterprise knowledge bases
- Fraud and risk analytics
- Research and legal discovery
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