minion-manus 0.1.0

A toolkit for implementing and managing tools for LLM agents

Minion-Manus

A toolkit for implementing and managing tools for LLM agents.

Overview

Minion-Manus provides a flexible and extensible system for creating, managing, and using tools with Large Language Models (LLMs). It offers a standardized way to define tools, validate their inputs and outputs, and integrate them with various LLM frameworks.

Key features:

• Simple class-based API for defining tools
• Support for both synchronous and asynchronous execution
• Schema validation for inputs and outputs
• Adapters for integration with other tool frameworks
• Comprehensive type hints and documentation

Installation

pip install minion-manus

Basic Usage

Creating a Tool

from minion_manus.tools import Tool

class CalculatorTool(Tool):
    name = "calculator"
    description = "Perform mathematical calculations"
    inputs = {
        "expression": {
            "type": "string",
            "description": "Mathematical expression to evaluate",
            "required": True
        }
    }
    output_type = "number"
    
    def _execute(self, expression: str) -> float:
        return eval(expression)

# Create and use the tool
calculator = CalculatorTool()
result = calculator.execute(expression="2 + 2 * 3")
print(result)  # 8.0

Creating an Async Tool

import asyncio
from minion_manus.tools import AsyncTool

class AsyncCalculatorTool(AsyncTool):
    name = "async_calculator"
    description = "Perform mathematical calculations asynchronously"
    inputs = {
        "expression": {
            "type": "string",
            "description": "Mathematical expression to evaluate",
            "required": True
        }
    }
    output_type = "number"
    
    async def _aexecute(self, expression: str) -> float:
        # Simulate async operation
        await asyncio.sleep(0.1)
        return eval(expression)

# Create and use the async tool
async def main():
    calculator = AsyncCalculatorTool()
    result = await calculator.aexecute(expression="2 + 2 * 3")
    print(result)  # 8.0

    asyncio.run(main())

Tool Schema Definition

Tools are defined with the following schema attributes:

• name: A unique identifier for the tool
• description: A detailed description of what the tool does
• inputs: A dictionary defining the expected input parameters
• output_type: The type of the expected output

Input parameters can have the following attributes:

• type: Data type (string, number, boolean, object, array)
• description: Description of the parameter
• required: Whether the parameter is required
• default: Default value if not provided

Adapters

Minion-Manus provides adapters to convert tools between different frameworks. Currently supported:

SmolaAgents Adapter

Convert between Minion-Manus tools and SmolaAgents tools:

from minion_manus.tools.adapters import AdapterFactory, AdapterType
from smolagents import DuckDuckGoSearchTool

# Convert Minion tool to SmolaAgents tool
calculator = CalculatorTool()
smola_calculator = AdapterFactory.get_adapter(AdapterType.SMOLAGENTS).to_external(calculator)

# Convert SmolaAgents tool to Minion tool
ddg_tool = DuckDuckGoSearchTool()
minion_ddg_tool = AdapterFactory.get_adapter(AdapterType.SMOLAGENTS).to_internal(ddg_tool)

Examples

The repository contains several examples demonstrating different aspects of Minion-Manus:

• examples/smolagents_adapter_example.py: Demonstrates how to convert tools between Minion-Manus and SmolaAgents
• examples/minion_provider_adapter.py: Shows how to use Minion LLM providers with SmolaAgents
• examples/database_tool_example.py: Illustrates creating database tools using SQLAlchemy

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.