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Chat2Graph is a Graph Native Agentic System.

Using agents as a blueprint, and exploring the technological innovation of "Graph + AI" is our value proposition.

• Introduction: Learn about the technical background of Chat2Graph.
• Quickstart: Install and experience Chat2Graph from source code.
• Principle: Introduction to Chat2Graph's architecture design and implementation principles.
• Cookbook: Introduction to Chat2Graph's features and operations.
• Development: Chat2Graph SDK design and system integration guide.
• Deployment: Chat2Graph system operations guide.

Chat2Graph currently only provides basic agent system capabilities. We look forward to your participation in co-building graph native agentic system.

This is our technical roadmap:

• Reasoning && Planning
  • One-Active-Many-Passive hybrid multi-agent architecture.
  • Dual-LLM reasoning machine combining fast & slow thinking.
  • Chain of agents (CoA) oriented task decomposition and graph planner.
  • Workflow auto-generation.
  • Action recommendation in operator.
  • Structured agent role management.
  • Agent task compiler.
• Memory && Knowledge
  • Hierarchical memory system.
  • Vector and graph knowledge base.
  • Knowledge refinement mechanism.
  • Environment management.
• Tool && System
  • Toolkit knowledge graph.
  • Toolkit graph optimizer.
  • Rich toolkit/MCP integration.
  • Unified resource manager.
  • Tracing and control capabilities.
  • Benchmark.
• Product && Ecosystem
  • Concise intelligent agent SDK.
  • Web Service and interaction.
  • One-click configuration of agents.
  • Multimodal capabilities.
  • Production enhancement.
  • Integration with open-source ecosystems.

You can reference Contributing document and submit GitHub Issues/PRs to provide feedback and suggest improvements for Chat2Graph.

TuGraph establishes a clear Architecture and Roles for the community, and will invite outstanding contributors to join SIGs.

You can contact with us directly through TuGraph Discord and WeChat group provided below.

• Discord：https://discord.gg/KBCFbNFj
• WeChat：