1. Install

pip install aitools-bridge

2. Find any function you want to integrate with AI and make a small change

if your function has a complete docstring, following Google, NumPy, or Sphinx style.

from bridge import ToolsBridge

@ToolsBridge.register()
def get_weather(location: str):
    """Get current temperature for a given location.

    Args:
        location: City and country e.g. Bogotá, Colombia
    """
    pass

if not, please use args: description & param_descriptions.

from bridge import ToolsBridge

@ToolsBridge.register(
  description="Get current temperature for a given location",
  param_descriptions={
    "location": "City and country e.g. Bogotá, Colombia"
  }
)
def get_weather(location: str):
    pass

3. Export the tools to AI API and enjoy the experience!

completion = openai.OpenAI().chat.completions.create(
  ...
  tools=ToolsBridge.get_tools(),
)

print(completion.choices[0].message.tool_calls)

output

[{
    "id": "call_*",
    "type": "function",
    "function": {
        "name": "get_weather",
        "arguments": "{\"location\":\"Paris, France\"}"
    }
}]

Make sure you have installed both Poetry and Ollama.

poetry -V

ollama list

1. Install dependencies

make sync

2. Run examples

make examples

tool.py is just an ordinary Python function. However, after adding ToolsBridge.register, this function evolves into an AI tool (ai_tool.py) that can be passed to an LLM for collaborative processing, allowing it to demonstrate its capabilities (or intelligence) in the right context. This transforms it from a pure code-level function call into an interactive conversation between humans and AI. Instead of merely returning a function output, the user receives meaningful answers.

This project welcomes contributions and suggestions. Before making any changes, please follow the steps below

make sync

make tests  # tests
make format # formatter
make lint   # linter

This project is licensed under the Apache License V2.0. See LICENSE for more information.

​A special thanks to these outstanding open-source community.

• OpenAI
• Meta Llama
• Ollama
• pydantic
• poetry

If you use aitools-bridge in your project, please cite:

@software{aitools-bridge2025,
  author = {m0reA1},
  title = {aitools-bridge: a minimalist framework designed to seamlessly integrate existing tools with the advanced AI ecosystem},
  year = {2025},
  publisher = {GitHub},
  url = {https://github.com/m0reA1/aitools-bridge}
}

If you have any questions, please contact us at more.aitools@gmail.com.