TrustGraph Documentation
Build intelligent AI agents with knowledge graphs and GraphRAG
TrustGraph is an open-source Agent Intelligence Platform that transforms AI agents from simple task executors into contextually-aware systems. By combining knowledge graphs with vector embeddings, TrustGraph enables AI agents to understand relationships, reduce hallucinations, and provide more accurate responses.
Get Started in 5 Minutes
Ready to try TrustGraph? Our Docker-based quickstart gets you running locally in minutes.
Choose Your Path
🏢 I’m Evaluating TrustGraph
Understanding capabilities and fit
- What is TrustGraph? → Introduction - Core concepts and value
- Architecture overview → Architecture - System design
- Use cases → Use Cases - Real-world applications
- Feature maturity → Maturity - Feature stability and roadmap
- Try it yourself → Quick Start - Hands-on evaluation
🏗️ I’m Deploying TrustGraph
Setting up TrustGraph infrastructure
- Quick local test → Docker Compose - Local development setup
- Kubernetes deployment → Minikube Guide - K8s deployment
- Cloud deployment → Deployment Options - AWS, Azure, GCP, and more
- Production ready? → Production Considerations - HA, security, scaling
- Need to choose? → Choosing Deployment - Decision guide
👨💻 I’m a Developer
Building applications with TrustGraph
- New to TrustGraph? → Quick Start Guide - Deploy and test in 15 minutes
- Understand the concepts → Introduction - Learn about GraphRAG and knowledge graphs
- Ready to integrate? → How-to Guides - Task-oriented instructions
- Need API docs? → API Reference - Complete API documentation
- Want code samples? → Examples - Working code to copy and adapt
📊 I’m a Data Scientist
Working with knowledge and data
- Understanding GraphRAG → Introduction - How GraphRAG works
- Extract structured data → Agent Extraction - Extract entities from documents
- Query knowledge → Structured Query Guide - Query your data
- Sample datasets → Sample Data - Test data and examples
- CLI reference → CLI Commands - Command-line tools
🔧 I Want to Extend TrustGraph
Contributing and customizing
- Contributing code → Contributing Guidelines - How to contribute
- Development setup → Developer Guide - Set up dev environment
- Custom algorithms → Extending TrustGraph - Plugin development
- Project roadmap → Roadmap - Future plans
Key Features
🧠 GraphRAG
Move beyond traditional RAG with relationship-aware retrieval that understands how information connects.
📈 Knowledge Graphs
Automatically extract entities and relationships from your documents to build interconnected knowledge structures.
🎯 Structured Query
Convert natural language to GraphQL queries and extract structured objects from unstructured text.
🤖 Agent Intelligence
Give your AI agents contextual understanding grounded in structured knowledge to reduce hallucinations.
🔌 Flexible Integration
Works with multiple LLM providers (OpenAI, Anthropic, VertexAI, local models) and integrates with existing systems.
🔓 Open Source
Apache 2.0 licensed, no vendor lock-in, full transparency and customization.
Documentation Sections
Getting Started
First steps with TrustGraph - Installation, quickstart, and core concepts for new users.
Overview
Understanding TrustGraph - Architecture, features, philosophy, and use cases.
Deployment
Running TrustGraph - Docker Compose, Kubernetes, cloud platforms, and production setup.
How-to Guides
Task-oriented instructions - Step-by-step guides for specific tasks and workflows.
Reference
Technical specifications - API docs, CLI commands, configuration, and technical details.
Examples
Working code and data - Sample implementations, datasets, and integration examples.
Advanced Topics
Deep dives - Performance tuning, clustering, custom algorithms, and extensions.
Contributing
Join the project - Contributing guidelines, development setup, and community resources.
Getting Help
Documentation
- Troubleshooting Guide - Common issues and solutions
- Getting Help - Support resources
Community
- Discord - Join our community chat
- GitHub - Report issues and contribute
- Discussions - Ask questions and share ideas
Quick Links by Task
| I want to… | Go to… |
|---|---|
| Try TrustGraph now | Quick Start |
| Understand GraphRAG | Introduction |
| Deploy to production | Deployment Guide |
| Extract data from PDFs | Agent Extraction |
| Query my knowledge graph | Query Guide |
| Integrate with my app | API Reference |
| See code examples | Examples |
| Contribute to the project | Contributing |
Ready to get started? Head to the Quick Start Guide to deploy TrustGraph in 15 minutes.