/tool-creator

make tools and assistants to use them

Primary LanguagePythonMIT LicenseMIT

Tool Creator and Tool User

The Tool Creator Assistant is an automation for the creation of tools for other assistants. This repository houses the core tool_creator script that serves as a meta-assistant, capable of crafting additional tools to enhance the capabilities of your chat-based systems. Additionally, we include a tool_user script that seamlessly integrates these tools into a chat assistant, allowing for an interactive experience where the assistant utilizes the newly created tools in real-time.

Features

  • Tool Creation: Generate new tools tailored for assistant-based applications using the OpenAI API.
  • Tool Integration: A ready-to-use tool_user script that incorporates tools into a chat interface.
  • Demo Video: Visual demonstration of the tool creation and usage process.

Video Demo

A video demonstration is available to showcase the capabilities and usage of the Tool Creator Assistant. You can view the video here.

Getting Started

Prerequisites

  • OpenAI API key

Installation

  1. Clone the repository: 
    git clone https://github.com/joseph-crowley/tool-creator.git
  2. Navigate to the cloned directory: 
    cd tool-creator
  3. Install the required packages: 
    pip install -r requirements.txt
  4. Create a .env file in the root directory of the repository and add your OpenAI API key: 
    cp .env.example .env
# Add your OpenAI API key to the .env file

Usage

Environment Setup

  • Source the .env file: 
    source .env

Tool Creation

  • Run the tool_creator script: 
    python tool_creator.py
  • chat with the bot about what you want the tool to do, and it will create the tool for you.
  • The tool will be saved in the tools directory with both the .json and .py files
  • The assistant will be saved in the assistants directory as tool_creator.json.

Tool Usage

  • Execute the tool_user script to start the assistant: 
    python tool_user.py
  • The assistant will use all the tools in the tools directory.
  • Interact with the assistant in the chat to use the integrated tools.
  • The assistant will be saved in the assistants directory as tool_user.json.

Contributing

We welcome contributions from the community. If you'd like to contribute, please fork the repository and use a feature branch. Pull requests are welcome.