BabyAGI

Frameworks & SDKs 💻 Python 🔴 No recent commits
22.4k stars

BabyAGI is an experimental framework for building self-building autonomous agents, centered on a function framework called functionz for storing, managing, and executing functions from a database. It solves the problem of creating general autonomous agents by enabling the simplest thing that can build itself. It is for experienced developers interested in experimenting with autonomous agent concepts.

✨ Key features

  • Graph-based function management with dependencies and imports
  • Automatic loading and comprehensive logging of function executions
  • Dashboard for managing functions, keys, triggers, and logs
  • Pre-loaded function packs for default and AI operations
  • Experimental self-building agents that generate new functions
  • Secure storage of API keys and secrets

🎯 Use cases

  • Build autonomous agents that can generate their own functions
  • Manage and execute functions with dependency tracking
  • Automate workflows using triggers and function packs
  • Prototype self-improving AI systems

📦 Installation

🧰 Requirements: Python environment with pip; optional OpenAI API key for AI functions.

pip install babyagi

🚀 Usage

import babyagi

if __name__ == "__main__":
    app = babyagi.create_app('/dashboard')
    app.run(host='0.0.0.0', port=8080)

Then open http://localhost:8080/dashboard.

⚠️ Good to know

This is an experimental framework not meant for production use; generated code is minimal and may need improvement.

❓ FAQ

How do I install BabyAGI?

Install via pip with pip install babyagi.

How do I run the dashboard?

Create an app with babyagi.create_app('/dashboard') and run it on a host and port, then navigate to the dashboard URL.

How do I register a function with dependencies?

Use the @babyagi.register_function(dependencies=["other_function"]) decorator and define the function.

How do I add an API key?

Use babyagi.add_key_wrapper(key_name, key_value) in code or via the dashboard's add_key_wrapper feature.

📊 Repository

Stars★ 22,355
Forks🍴 2,857
Open issues🐛 29
Last commit🕒 Jan 31, 2026
Created📅 Apr 2023
Language💻 Python

🤖 Overview, features, install steps and FAQ were generated from the project's README on Sep 4, 2026. Always check the original source before running commands.