zmp-openapi-toolkit

Introduction

This is a toolkit library for the LLM application using the multiple openapi specifications

Key Features

• Support the OpenAPI request wrapper
• OpenAPI parameters and request type validation
• Convenient authentication management

Installation

Install using pip:

pip install zmp-openapi-toolkit

Install using poetry:

poetry add zmp-openapi-toolkit

Usage

Basic example:

import logging
import logging.config
from typing import List

from zmp_openapi_toolkit import (
    MixedAPISpecConfig,
    ZmpAPIWrapper,
    ZmpTool,
    ZmpToolkit,
)

logging.getLogger("zmp_openapi_toolkit.openapi.zmpapi_models").setLevel(logging.INFO)
logging.getLogger("zmp_openapi_toolkit.toolkits.toolkit").setLevel(logging.INFO)

if __name__ == "__main__":
    mixed_api_spec_config = MixedAPISpecConfig.from_mixed_spec_file(
        file_path="samples/openapi/zmp_mixed_api_spec.json"
    )

    zmp_api_wrapper = ZmpAPIWrapper(
        "https://your.server.com", mixed_api_spec_config=mixed_api_spec_config
    )
    toolkit = ZmpToolkit.from_zmp_api_wrapper(zmp_api_wrapper=zmp_api_wrapper)
    tools: List[ZmpTool] = toolkit.get_tools()

For more detailed usage instructions, please refer to our documentation.

Development Setup

1. Clone the repository

git clone https://github.com/yourusername/zmp-openapi-toolkit.git
cd zmp-openapi-toolkit

2. Create and activate virtual environment

python -m venv .venv
source .venv/bin/activate  # Windows: venv\Scripts\activate

3. Install development dependencies

poetry install

Contributing

1. Fork the repository
2. Create your feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add some amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

License

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

Contact

• Issue Tracker: https://github.com/yourusername/zmp-openapi-toolkit/issues
• Email: kilsoo75@gmail.com