BabyAGI | babyagi

What is BabyAGI?

BabyAGI is an experimental framework for developing self-building autonomous agents. It aims to create the simplest possible system that can improve and expand its own capabilities. The core of BabyAGI is a new function framework called "functionz" that allows for storing, managing, and executing functions from a database.

Key Features of BabyAGI

1. Function Management: Stores and manages functions in a database
2. Dependency Tracking: Uses a graph-based structure to track function dependencies and imports
3. Automatic Loading: Loads required functions and dependencies automatically
4. Comprehensive Logging: Tracks all function executions and interactions
5. Dashboard Interface: Provides a web-based dashboard for managing functions and viewing logs
6. Pre-loaded Function Packs: Includes built-in packs for common tasks and AI-assisted function generation
7. Self-Building Capabilities: Experimental features for autonomous function creation and improvement

How to Use BabyAGI

1. Install BabyAGI using pip:

   pip install babyagi
   

2. Import and set up the dashboard:

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

3. Register functions using decorators:

   @babyagi.register_function(dependencies=["world"])
   def hello_world():
       x = world()
       return f"Hello {x}!"
   

4. Execute functions:

   print(babyagi.hello_world())
   

5. Access the dashboard at http://localhost:8080/dashboard to manage functions and view logs.

Pricing

BabyAGI is an open-source project and is free to use. However, some features may require external API keys (e.g., OpenAI API for AI-assisted function generation) which may have associated costs.

Helpful Tips

1. Use the load_functions method to import pre-built function packs or your own custom packs.
2. Manage secret keys securely through the dashboard or using add_key_wrapper in your code.
3. Leverage the logging system for debugging and monitoring function executions.
4. Experiment with the self-building agent features for autonomous function creation.

Frequently Asked Questions

1. Is BabyAGI suitable for production use? No, BabyAGI is currently an experimental framework and not intended for production environments. Use with caution.

2. Can I contribute to the BabyAGI project? Contributions are appreciated, but the project is currently managed by a single developer. Be patient with PR reviews and consider filling out the support form for potential collaboration opportunities.

3. How does BabyAGI handle function dependencies? BabyAGI uses a graph-based structure to track dependencies between functions, ensuring that all required functions and libraries are loaded before execution.

4. What are the pre-loaded function packs in BabyAGI? BabyAGI includes default functions for basic operations and AI functions for generating descriptions and embeddings.

5. How can I create custom function packs? You can create custom function packs by organizing related functions in a Python file and loading them using the load_functions method.