About

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

GPT-4 GPT-3.5
LM-Studio

Local model support for privacy

Local Private
Google Gemini

Gemini API integration

Gemini 2.0 Flash

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

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