Agentic-GraphRAG

Eliminate Hallucinations withPrecision Source Attribution

Agentic-GraphRAG combines knowledge graphs with intelligent retrieval agents to provide millisecond-level source traceability for general insurance domains

Knowledge Graphs

Extract structured entities and relationships from insurance documents with coordinate-level precision

Agentic Retrieval

Intelligent agent selects optimal retrieval strategy: vector, graph, or hybrid search

Zero Hallucinations

Every claim traced back to exact coordinates in source documents with evidence cards

Domain Expertise

Specialized for general insurance: motor, marine, fire, and employee health benefits

How It Works

1

Upload & Parse

Upload insurance PDFs. LLM-powered parsing extracts structured content preserving document layout and reading order.

2

Extract & Store

LangExtract identifies entities (policies, claims, coverage) and relationships. Dual storage: vectors + knowledge graph.

3

Query & Trace

Agent selects retrieval tool based on query complexity. Every answer includes evidence with exact source coordinates.

Ready to Transform Insurance Knowledge?

Experience the power of agentic knowledge graphs in action