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OpenAI Assistant API Uses And Practice Using Python

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OpenAI GPT-4o Assistant

This project is a Python-based application that utilizes the powerful GPT-4o language model from OpenAI to provide an intelligent and versatile AI assistant. With its advanced natural language processing capabilities. The GPT-4o model can engage in human-like conversations, answer questions, provide explanations, and assist with a wide range of tasks.

This project is mainly focused on using Assistant API.

Assistant has 3 types of tool:

  1. file_search
  2. code-interpreter
  3. function

OpenAI Assistant intelligently uses the tool that is best suited to answer the user's query to complete the task, and provides the user with a response.

Features

  • Conversational AI: Engage in natural language conversations with the GPT-4o model, allowing you to ask questions, provide context, and receive intelligent responses.
  • Task Assistance: Leverage the GPT-4o model's capabilities to assist with various tasks such as writing, coding, research, analysis, and problem-solving.
  • Knowledge Base: The GPT-4o model has been trained on a vast corpus of data, enabling it to provide information and insights on a wide range of topics.
  • Customizable Prompts: Easily customize the prompts and instructions provided to the GPT-4 model to tailor its responses to your specific needs.

Getting Started

Prerequisites

  • Python 3.6 or higher
  • OpenAI API key (obtain one from the OpenAI website)

Installation

  1. Clone the repository:

    git clone https://github.com/your-username/openai-gpt4-assistant.git
    
  2. Navigate to the project directory:

    cd openai-gpt4-assistant
    
  3. Install the required dependencies:

    pip install -r requirements.txt
    

Usage

  1. Set your OpenAI API key as an environment variable:
    export OPENAI_API_KEY=your_api_key_here
    
  2. Run the application:
    python <file_name>.py
    
  3. Start interacting with the GPT-4o model by typing your queries or instructions.

Contributing

Contributions are welcome! If you find any issues or have suggestions for improvements, please open an issue or submit a pull request.

License

This project is free for use by anyone.

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OpenAI Assistant API Uses And Practice Using Python

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