LLM Graph Builder
ActiveDescription
Extract entities and relations from unstructured text to build a Neo4j knowledge graph.
Key Features
- Auto extraction — Entities and relations from PDF, web, documents
- Multi-source — Wikipedia, local documents, S3 buckets
- Multilingual — Chinese, English, Japanese, French, German, etc.
- Visualization — Live graph structure display
- Neo4j import — Push to Neo4j in one click
- Multi-LLM — OpenAI, Anthropic, Gemini, and local models
Use Cases
💡 Build a graph index for enterprise knowledge bases.
💡 Turn scattered documents into a queryable knowledge network.
💡 Prepare data for GraphRAG.
Categories
Quick Start
# Start docker-compose
docker compose up
# Open http://localhost:7474 in a browser
# Upload PDFs and auto-generate the graph