Dashboard
Entities
Relations
Companies
Persons

Knowledge Graph

Person Company Address Document

Upload a document to populate the graph

LangGraph Pipeline

Payment GatekeeperChecks tier & payment
Query PlanningDecomposes question
Cypher GenerationLLM generates Neo4j query
Neo4j ExecutionGraph traversal
Analysis & ReportLLM synthesises findings

Knowledge Graph Ingestion

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LLM extracts entities → stored in Neo4j