Build Code-Action AI Agents with freeact

Christoph Stumpf — Mon, 13 Jan 2025 10:31:34 +0000

Hello! We just released freeact, a lightweight agent library that empowers language models to act as autonomous agents through executable code actions. By enabling agents to express their actions directly in code rather than through constrained formats like JSON, freeact provides a flexible and powerful approach to solving complex, open-ended problems that require dynamic solution paths.

Supports dynamic installation and utilization of Python packages at runtime
Agents learn from feedback and store successful code actions as reusable skills in long-term memory
Skills can be interactively developed and refined in collaboration with freeact agents
Agents compose skills and any other Python modules to build increasingly sophisticated capabilities
Code actions are executed in ipybox, a secure Docker + IPython sandbox that runs locally or remotely

GitHub repo: https://github.com/gradion-ai/freeact
Evaluation: https://gradion-ai.github.io/freeact/evaluation/

We'd love to hear your feedback!

See it in action:

DEV Community: Christoph Stumpf

Build Code-Action AI Agents with freeact