v0.0.1

Excited to announce the initial release of tool-parse, a Python library designed to simplify LLM tool-calling!

🚀 What's New

• Replaces hypertion package which only supported regular functions
• Supports function registration (both synchronous and asynchronous)
• Compatible with pydantic.BaseModel, typing.TypedDict, and typing.NamedTuple
• Multiple ways to register tools: decorators, direct passing, and key-value pairs
• Schema generation in 'base' and 'claude' formats
• Tool invocation from call expressions or metadata
• Registry combination functionality

🔧 Installation

pip install tool-parse

🌟 Key Features

• Easy tool registration with optional docstring support
• Flexible schema generation for different LLM providers
• Simple tool invocation
• Support for various parameter types
• Registry combination for organizing tools

📚 Quick Start

from tool_parse import ToolRegistry

tr = ToolRegistry()

@tr.register
def search_function(query: str, max_results: int = 10):
    """
    Search the web for given query
    :param query: The search query string
    :param max_results: Maximum number of results to return
    """
    ...

# Generate schema
tools = tr.marshal('base')

# Invoke tool
result = tr.compile('search_function("Python programming", max_results=5)')

For more detailed usage examples and documentation, please refer to our README.

🤝 Contributing

contributions, issues, and feature requests are welcome! Feel free to check our issues page.

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Thank you for your interest in tool-parse. Looking forward to seeing how you'll use it in your projects!