🌟 LLM Knowledge Graph 🌟

Transform documents into powerful knowledge graphs with LLMs and supercharge your RAG systems!

🎉 One Year Later Update! 🎉

✨ SOON! Upcoming support for Azure PostgreSQL with AGE graph extension underway!

🛠️ Simplified usage thanks to advances in LangChain

💪 Performance BOOST - Now using o3-mini for SUPERIOR performance and at a lower cost!

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📓 Interactive Notebooks

Explore our step-by-step journey through knowledge graphs:

1. 🔍 Construct knowledge graph with LLM - From text to structured knowledge
2. 🔵 Use Graph with Neo4j - Leverage the power of graph databases
3. 🌌 Use Graph with Azure CosmosDB - Cloud-scale graph operations

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🚀 Getting Started

Quick Setup:

1. Copy .env.example file to .env
2. Fill in your personal API keys and connection strings
3. Run the notebooks in sequence to experience the magic!

🔧 Neo4j Setup

Running Neo4j with Docker? Don't forget to:

• Edit the docker-compose.yml file to add a volume mount before starting
• Watch your knowledge come alive in the graph visualization!

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Happy graphing! 📊