Graphiti
Build Real-Time Knowledge Graphs for AI Agents
Overview
What is Graphiti?
Graphiti is an innovative framework designed to build real-time knowledge graphs for AI agents. It allows developers to create dynamic and interconnected data structures that can enhance the capabilities of artificial intelligence systems. By leveraging Graphiti, users can efficiently manage and visualize complex relationships between data points, making it an essential tool for AI development.
Features of Graphiti
- Real-Time Data Processing: Graphiti enables real-time updates to knowledge graphs, ensuring that AI agents have access to the most current information.
- User-Friendly Interface: The framework provides an intuitive interface that simplifies the process of creating and managing knowledge graphs.
- Scalability: Graphiti is designed to handle large datasets, making it suitable for applications ranging from small projects to enterprise-level solutions.
- Integration Capabilities: It can easily integrate with various data sources and APIs, allowing for seamless data import and export.
- Visualization Tools: Graphiti includes built-in visualization tools that help users understand the relationships within their data through interactive graphs.
How to Use Graphiti
- Installation: Begin by installing Graphiti through your preferred package manager or by downloading it from the official repository.
- Setup: Configure your environment by specifying data sources and initializing the framework.
- Create Knowledge Graphs: Use the provided tools to define entities and relationships, building your knowledge graph according to your project requirements.
- Real-Time Updates: Implement real-time data feeds to keep your knowledge graph current, ensuring that AI agents can make informed decisions based on the latest information.
- Visualization: Utilize the visualization tools to explore and analyze your knowledge graph, gaining insights into the data relationships.
Frequently Asked Questions
Q: What programming languages does Graphiti support?
A: Graphiti is primarily designed for use with JavaScript and Python, but it can be integrated with other languages through APIs.
Q: Is Graphiti suitable for large-scale applications?
A: Yes, Graphiti is built to handle large datasets and can scale according to the needs of your application.
Q: Can I integrate Graphiti with existing databases?
A: Absolutely! Graphiti supports integration with various databases and data sources, making it easy to incorporate into your existing systems.
Q: Is there documentation available for Graphiti?
A: Yes, comprehensive documentation is available on the official Graphiti website, providing guidance on installation, usage, and best practices.
Q: What is the licensing for Graphiti?
A: Graphiti is licensed under the Apache-2.0 license, allowing for both personal and commercial use.
Details
Server Config
{
"mcpServers": {
"graphiti-memory": {
"transport": "stdio",
"command": "/Users/<user>/.local/bin/uv",
"args": [
"run",
"--isolated",
"--directory",
"/Users/<user>>/dev/zep/graphiti/mcp_server",
"--project",
".",
"graphiti_mcp_server.py",
"--transport",
"stdio"
],
"env": {
"NEO4J_URI": "bolt://localhost:7687",
"NEO4J_USER": "neo4j",
"NEO4J_PASSWORD": "password",
"OPENAI_API_KEY": "sk-XXXXXXXX",
"MODEL_NAME": "gpt-4.1-mini"
}
}
}
}