AgentForge¶
AgentForge
Build minimal, ground-up intelligent agent reasoning loops in Python.
🚀 Overview¶
AgentForge provides a lightweight, modular framework designed to help you rapidly prototype and understand the core mechanics of intelligent agents. We focus on building the fundamental reasoning loop—Think $\rightarrow$ Act $\rightarrow$ Observe—from the ground up, without the overhead of large, pre-built AI libraries.
Whether you are learning Reinforcement Learning, designing simple planning systems, or exploring autonomous behavior, AgentForge gives you the bare-bones structure to get started immediately.
✨ Key Features¶
Minimalist Design
Focus purely on the agent's decision-making process. No unnecessary abstractions, just the core loop.
Simple Environments
Start with classic problems like GridWorld, allowing you to test agent logic in a controlled, observable space.
Ground-Up Control
Implement the `think()`, `act()`, and `observe()` methods yourself to deeply understand agent architecture.
Python Native
Built entirely in standard Python, ensuring high compatibility and easy integration into existing projects.
🛠️ Quick Start¶
Get the framework running in seconds.
pip install agentforge🧭 Getting Started¶
Ready to build your first agent? Dive into our documentation to see how to set up the environment and implement your first ReasoningAgent.