AutoGen Toolsmith

A Python library for automatically generating, testing, and managing tools for AutoGen agents.

Overview

AutoGen Toolsmith simplifies the process of creating and managing tools that can be used by agents in the AutoGen framework. This library allows you to:

• Generate tool code based on natural language descriptions
• Automatically test generated tools to ensure functionality
• Maintain a registry of available tools
• Allow new tools to leverage existing tools as dependencies
• Provide easy-to-use interfaces for agents to discover and use tools

Installation

pip install autogen-toolsmith

Quick Start

from autogen_toolsmith import ToolGenerator

# Initialize the tool generator
generator = ToolGenerator()

# Generate a new tool from a description
tool_spec = """
Create a tool that can fetch weather data for a given location.
The tool should take a city name and return current temperature and conditions.
"""

# Generate, test and register the tool
tool_path = generator.create_tool(tool_spec)

# The tool is now available in your tool registry
from autogen_toolsmith.tools import get_tool

weather_tool = get_tool("weather_fetcher")
result = weather_tool.run("New York")
print(result)

Features

• Natural Language Tool Creation: Describe the tool you need, and let the generator create it
• Automatic Testing: Generated tools are automatically tested before being added to the registry
• Tool Registry: Easily discover and use available tools
• Tool Dependencies: New tools can build upon existing tools
• Version Control: Track changes to tools over time

License

MIT