Forem

Cover image for Build Code-Action AI Agents with freeact
Christoph Stumpf
Christoph Stumpf

Posted on

1

Build Code-Action AI Agents with freeact

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:

Image of Datadog

The Essential Toolkit for Front-end Developers

Take a user-centric approach to front-end monitoring that evolves alongside increasingly complex frameworks and single-page applications.

Get The Kit

Top comments (0)

Image of Datadog

The Future of AI, LLMs, and Observability on Google Cloud

Datadog sat down with Google’s Director of AI to discuss the current and future states of AI, ML, and LLMs on Google Cloud. Discover 7 key insights for technical leaders, covering everything from upskilling teams to observability best practices

Learn More

👋 Kindness is contagious

Explore a sea of insights with this enlightening post, highly esteemed within the nurturing DEV Community. Coders of all stripes are invited to participate and contribute to our shared knowledge.

Expressing gratitude with a simple "thank you" can make a big impact. Leave your thanks in the comments!

On DEV, exchanging ideas smooths our way and strengthens our community bonds. Found this useful? A quick note of thanks to the author can mean a lot.

Okay