{"repo":"neo4j-product-examples/graphrag-kyc-agent","free":true,"listed":false,"github":"https://github.com/neo4j-product-examples/graphrag-kyc-agent","clone":"git clone https://github.com/neo4j-product-examples/graphrag-kyc-agent.git","description":"An agent built with OpenAI Agent SDK, Neo4j and Neo4j MCP server","language":"Python","stars":30,"topics":[],"license":null,"category":"mcp-servers","readme_excerpt":"A GraphRAG Agent - Know-Your-Customer A basic GraphRAG agent built with OpenAI Agent SDK, Neo4j and Neo4j MCP server Before You Start Before running the KYC Agent, ensure you have the following prerequisites installed and configured: 1. Python 3.13+ - Download and install Python 3.13 - Verify installation with: 2. uv Package Manager - Install uv - Verify installation with: 3. Ollama - Ideally, you need a device with 6GB GPU Memory (the model weights take about 4.1GB) - Install Ollama - Start the Ollama server: - Pull the Text-to-Cypher model: - Verify the model is available and being served locally You should see pull ed-neo4j/t2c-gemma3-4b-it-q8 0-35k listed (available locally) 4. OpenAI Key You will be using the OpenAI Agent SDK with an OpenAI model, so you need an OPENAI KEY Neo4j You have two options to create a Free Neo4j database Option 1: Local Neo4j Docker Instance Start a Neo4j docker container using the provided docker-compose.yml: Option 2: Neo4j AuraDB Free (Managed Instance) 1. Head over to Neo4j AuraDB Console 2. Create a new database instance, Choose AuraDB Free . Make sure to download your credentials. Prepare to Run the Agent 1. Clone the repository: 2. Create a virtual environment and install dependencies: 3. Set up environment variables: Create a .env file with your Neo4j and OpenAI credentials: If you are using an AuraDB Free tier instance, find the downloaded credentials. Look at the NEO4J URI and locate your instance id. For example, If your instance id ","default_branch":null,"files":null,"tree":[],"storefront":"/r/neo4j-product-examples","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/neo4j-product-examples/graphrag-kyc-agent/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}