ragleap-graph

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Knowledge-graph-augmented retrieval for RAG systems: Neo4j-backed entity extraction (regex or LLM-based), co-occurrence graphs, entity deduplication, and GraphRetriever for hybrid vector+graph retrieval.

pip install ragleap-graph

Highlights

• Framework-agnostic — pairs with ragleap-rag, or use standalone
• Regex or LLM-based entity extraction
• Optional multi-tenant namespacing
• No hardcoded models or vocabulary