intentkit

intentkit

An open and fair framework for everyone to build AI agents equipped with powerful skills. Launch your agent, improve the world, your wallet, or both!

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IntentKit is an autonomous agent framework that enables the creation and management of AI agents with capabilities including blockchain interactions, social media management, and custom skill integration. It supports multiple agents, autonomous agent management, blockchain integration, social media integration, extensible skill system, and plugin system. The project is in alpha stage and not recommended for production use. It provides quick start guides for Docker and local development, integrations with Twitter and Coinbase, configuration options using environment variables or AWS Secrets Manager, project structure with core application code, entry points, configuration management, database models, skills, skill sets, and utility functions. Developers can add new skills by creating, implementing, and registering them in the skill directory.

README:

IntentKit

IntentKit by Crestal

IntentKit is an autonomous agent framework that enables the creation and management of AI agents with various capabilities including blockchain interaction, social media management, and custom skill integration.

Package Manager Migration Warning

We just migrated to uv from poetry. You need to delete the .venv folder and run uv sync to create a new virtual environment. (one time)

rm -rf .venv
uv sync

Features

  • 🤖 Multiple Agent Support
  • 🔄 Autonomous Agent Management
  • 🔗 Blockchain Integration (EVM chains first)
  • 🐦 Social Media Integration (Twitter, Telegram, and more)
  • 🛠️ Extensible Skill System
  • 🔌 MCP (WIP)

Architecture

                                                                                    
                                 Entrypoints                                        
                       │                             │                              
                       │   Twitter/Telegram & more   │                              
                       └──────────────┬──────────────┘                              
                                      │                                             
  Storage:  ────┐                     │                      ┌──── Skills:          
                │                     │                      │                      
  Agent Config  │     ┌───────────────▼────────────────┐     │  Chain Integration   
                │     │                                │     │                      
  Credentials   │     │                                │     │  Wallet Management   
                │     │           The Agent            │     │                      
  Personality   │     │                                │     │  On-Chain Actions    
                │     │                                │     │                      
  Memory        │     │      Powered by LangGraph      │     │  Internet Search     
                │     │                                │     │                      
  Skill State   │     └────────────────────────────────┘     │  Image Processing    
            ────┘                                            └────                  
                                                                                    
                                                                More and More...    
                         ┌──────────────────────────┐                               
                         │                          │                               
                         │  Agent Config & Memory   │                               
                         │                          │                               
                         └──────────────────────────┘                               
                                                                                    

The architecture is a simplified view, and more details can be found in the Architecture section.

Development

Read Development Guide to get started with your setup.

Documentation

Check out Documentation before you start.

Project Structure

The project is divided into the core package and the application:

  • intentkit/: The IntentKit package (published as a pip package)

    • abstracts/: Abstract classes and interfaces for core and skills
    • clients/: Clients for external services
    • config/: System level configurations
    • core/: Core agent system, driven by LangGraph
    • models/: Entity models using Pydantic and SQLAlchemy
    • skills/: Extensible skills system, based on LangChain tools
    • utils/: Utility functions
  • app/: The IntentKit app (API server, autonomous runner, and background scheduler)

  • docs/: Documentation

  • scripts/: Operation and temporary scripts for management and migrations

Agent API

IntentKit provides a comprehensive REST API for programmatic access to your agents. Build applications, integrate with existing systems, or create custom interfaces using our Agent API.

Get Started: Agent API Documentation

Contributing

Contributions are welcome! Please read our Contributing Guidelines before submitting a pull request.

Contribute Skills

First check Wishlist for active requests.

Once you are ready to start, see Skill Development Guide for more information.

Developer Chat

Join our Discord, open a support ticket to apply for an intentkit dev role.

We have a discussion channel there for you to join up with the rest of the developers.

License

This project is licensed under the MIT License - see the LICENSE file for details.

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