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A collection of tools for LLMs

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gofannon

gofannon is a collection of tools designed to enhance the capabilities of function-calling-enabled language models. These tools provide additional functionality for various tasks, including mathematical operations, GitHub interactions, arXiv searches, and advanced reasoning techniques.

Why the name gofanon ?

See why_the_name_gofannon.md for the rich story on why we chose to honor this Celtic Diety

Our Mission

We aim to achieve:

Cross-Framework Compatibility

We solve the "vendor lock-in" problem in AI tooling through:

  • Standardized interface definitions
  • Automatic schema translation
  • Bidirectional conversion tools

Open Source Education

We make AI development accessible by:

  • Curated contribution pathways
  • Interactive documentation
  • Pair programming sessions
  • Weekly office hours

Encouraging First-Time Contributors

We actively support new contributors through:

  • Beginner-friendly issues
  • Clear documentation and guides
  • Supportuve community engagement

Features

  • Basic Math Operations: Perform addition, subtraction, multiplication, division, and exponentiation.
  • GitHub Integration: Interact with GitHub repositories, including creating issues, committing files, and retrieving repository contents.
  • arXiv Search: Search for and retrieve articles from arXiv.
  • Advanced Reasoning: Utilize Chain-of-Thought (CoT) and Tree-of-Thought (ToT) reasoning techniques for complex problem-solving.
  • NHTSA Complaints: Retrieve vehicle complaint data from the National Highway Traffic Safety Administration (NHTSA).

Roadmap

For a detailed overview of planned features and their current status, please refer to the ROADMAP.

Documentation

Documentation can be found here.Each tool comes with its own documentation, which can be found in the docs/ directory. The documentation provides detailed information on how to use each tool, including required parameters and example usage.

Installation

To install gofannon, simply clone the repository and install the required dependencies:

git clone https://github.com/The-AI-Alliance/gofannon.git  
cd gofannon  
pip install -r requirements.txt

or

pip install git+https://github.com/The-AI-Alliance/gofannon.git
# OR
pip install gofannon

Communication Channels

Usage Example

from gofannon.base import BaseTool  
  
class NewTool(BaseTool):  
    def __init__(self):  
        super().__init__()  
  
    @property  
    def definition(self):  
        return {  
            # Define your tool metadata and configuration  
        }  
  
    def fn(self, *args, **kwargs):  
        # Define your tool functionality  
        pass  

License

This project is licensed under the ASFv2 License. See the LICENSE file for more details.

Contributing

We welcome contributions from the community! If you'd like to add a new tool or improve an existing one, please check out our CONTRIBUTING guide for detailed instructions on how to get started.

Support

If you encounter any issues or have questions, please open an issue on our GitHub repository.

Acknowledgments

We would like to thank the open-source community for their contributions and support in making this project possible.

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