About reagent
Discover the philosophy and technology behind the next-generation AI agent framework
Our Philosophy
reagent is designed with the belief that AI agents don't need to be complex to be useful. By focusing on a small set of core operations and using function calling for all interactions, reagent remains easy to understand, modify, and extend.
Simplicity First
Clean, minimal codebase
Transparency
Every operation is visible
Modularity
Component-based architecture
System Architecture
Built with modern principles and clean separation of concerns
Core Components
reagent/
├── commands/ # Command modules
│ ├── file_ops/ # File operations
│ ├── github_ops/ # GitHub operations
│ ├── web_ops/ # Web operations
│ ├── data_ops/ # Data analysis
│ └── system_ops/ # System operations
├── output/ # Generated files
├── SimpleAgent.py # Main entry point
├── requirements.txt # Dependencies
└── .env # Configuration
Tool Loading System
Remote Repository
Automatically fetches tools from GitHub
Local Commands
Support for custom local tools
Override Capability
Local tools take precedence
Key Features
Everything you need for intelligent automation
Minimalist Design
Only essential components, no bloat. Every line of code serves a purpose.
Highly Modular
Each command in its own folder for maximum modularity and easy extension.
Function-Based Operations
Clear function calls for all actions ensure transparency and debuggability.
Transparent Execution
See exactly what the agent is doing at each step of execution.
Easy to Extend
Add capabilities by creating modules. Local development supported.
Change Summarization
Automatic change summaries help track what the agent accomplished.
AI Provider Support
Works with multiple AI providers and models
OpenAI API
GPT-4 and other cutting-edge models
LM-Studio
Local model support for privacy
Google Gemini
Gemini API integration
Join the Community
We welcome contributions to reagent! Help us build the future of AI automation.
Local Development
Create custom tools in your local commands directory
Community Tools
Contribute to the reagent-tools repository
Core Framework
Submit pull requests to improve the core
Documentation
Help improve docs and examples