/OpenAI-Wrapper-API-MVP

AI-powered tool wraps OpenAI requests, enhancing user responses... Created at https://coslynx.com

Primary LanguagePython

OpenAI-Wrapper-API-MVP

A Python backend service streamlining OpenAI API interactions for easier AI integration.

Developed with the software and tools below.

Framework: Flask Language: Python API: OpenAI Database: SQLite
git-last-commit GitHub commit activity GitHub top language

๐Ÿ“‘ Table of Contents

  • ๐Ÿ“ Overview
  • ๐Ÿ“ฆ Features
  • ๐Ÿ“‚ Structure
  • ๐Ÿ’ป Installation
  • ๐Ÿ—๏ธ Usage
  • ๐ŸŒ Hosting
  • ๐Ÿ“„ License
  • ๐Ÿ‘ Authors

๐Ÿ“ Overview

This repository contains a Minimum Viable Product (MVP) called "OpenAI-Wrapper-API-MVP" that provides a simple and efficient Python backend service designed to act as a wrapper for OpenAI API requests, simplifying the process of interacting with OpenAI's powerful language models.

๐Ÿ“ฆ Features

Feature Description
โš™๏ธ Architecture The codebase follows a modular architectural pattern, separating concerns into different components for easier maintenance and scalability.
๐Ÿ“„ Documentation The repository includes a comprehensive README file providing a detailed overview of the MVP, its dependencies, and usage instructions.
๐Ÿ”— Dependencies The project utilizes key Python packages like flask, openai, requests, dotenv, and flask-restful for web development, API interaction, and configuration.
๐Ÿงฉ Modularity The codebase employs a modular structure, with separate modules for API routes, services (e.g., OpenAI interaction), and utility functions.
๐Ÿงช Testing The project includes unit tests using pytest for testing core functionalities, ensuring the reliability of the codebase.
โšก๏ธ Performance The service is optimized for performance through techniques like environment variable management, API request caching, and optimized response handling.
๐Ÿ” Security Security is prioritized through secure API key management using environment variables and a .env file, protecting sensitive information.
๐ŸŒ Scalability The service is designed for scalability, with the potential to utilize cloud-based deployments and distributed caching for handling increased traffic.
๐Ÿ”Œ Integrations The service integrates seamlessly with the OpenAI API, utilizing the official OpenAI Python library for efficient communication.

๐Ÿ“‚ Structure

OpenAI-Wrapper-API-MVP
โ”œโ”€โ”€ requirements.txt
โ”œโ”€โ”€ .env
โ”œโ”€โ”€ config.py
โ”œโ”€โ”€ app.py
โ”œโ”€โ”€ models
โ”‚   โ””โ”€โ”€ models.py
โ”œโ”€โ”€ services
โ”‚   โ””โ”€โ”€ openai_service.py
โ”œโ”€โ”€ routes
โ”‚   โ””โ”€โ”€ api.py
โ”œโ”€โ”€ utils
โ”‚   โ””โ”€โ”€ logger.py
โ””โ”€โ”€ tests
    โ””โ”€โ”€ test_openai_service.py

๐Ÿ’ป Installation

๐Ÿ”ง Prerequisites

  • Python 3.7+
  • pip (usually included with Python installations)

๐Ÿš€ Setup Instructions

  1. Clone the Repository:
    git clone https://github.com/coslynx/OpenAI-Wrapper-API-MVP.git
    cd OpenAI-Wrapper-API-MVP
  2. Install Dependencies:
    pip install -r requirements.txt
  3. Set up Environment Variables:

๐Ÿ—๏ธ Usage

๐Ÿƒโ€โ™‚๏ธ Running the MVP

  1. Start the Server:
    python app.py
  2. The service will be running at http://localhost:5000.

โš™๏ธ Configuration

  • config.py: Contains basic configuration settings for the application.
  • .env: Stores sensitive environment variables, such as the OpenAI API key, for secure management.
  • To modify key settings:
    • Update the appropriate values in the .env file.
    • Restart the application to apply the changes.

๐Ÿ“š Examples

  • Generating Text:
    curl -X POST http://localhost:5000/generate \
    -H "Content-Type: application/json" \
    -d '{"prompt": "Write a short story about a cat who loves to play with yarn.", "model": "text-davinci-003"}'

๐ŸŒ Hosting

๐Ÿš€ Deployment Instructions

  1. Install gunicorn (if not already installed):
    pip install gunicorn
  2. Create a Procfile:
    web: gunicorn app:app
    
  3. Choose a hosting platform:
  4. Follow the deployment instructions for your chosen platform:
    • Heroku:
      • heroku create [app-name]
      • git push heroku main
    • AWS Elastic Beanstalk:
      • Create a new application.
      • Configure the environment and deploy the code.
    • Google App Engine:
      • Create a new application.
      • Configure the environment and deploy the code.

๐Ÿ”‘ Environment Variables

  • OPENAI_API_KEY: Your OpenAI API key (required).
  • DEBUG: (Optional) Set to True for enabling debug mode during development.

๐Ÿ“œ License & Attribution

๐Ÿ“„ License

This Minimum Viable Product (MVP) is licensed under the GNU AGPLv3 license.

๐Ÿค– AI-Generated MVP

This MVP was entirely generated using artificial intelligence through CosLynx.com.

No human was directly involved in the coding process of the repository: OpenAI-Wrapper-API-MVP

๐Ÿ“ž Contact

For any questions or concerns regarding this AI-generated MVP, please contact CosLynx at:

๐ŸŒ CosLynx.com

Create Your Custom MVP in Minutes With CosLynxAI!