- π Overview
- π¦ Features
- π Structure
- π» Installation
- ποΈ Usage
- π Hosting
- π License
- π Authors
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.
Feature | Description | |
---|---|---|
βοΈ | Architecture | The codebase follows a modular architectural pattern, separating concerns into different components for easier maintenance and scalability. |
π | Documentation | The repository includes a comprehensive README file providing a detailed overview of the MVP, its dependencies, and usage instructions. |
π | Dependencies | The project utilizes key Python packages like flask , openai , requests , dotenv , and flask-restful for web development, API interaction, and configuration. |
𧩠| Modularity | The codebase employs a modular structure, with separate modules for API routes, services (e.g., OpenAI interaction), and utility functions. |
π§ͺ | Testing | The project includes unit tests using pytest for testing core functionalities, ensuring the reliability of the codebase. |
β‘οΈ | Performance | The service is optimized for performance through techniques like environment variable management, API request caching, and optimized response handling. |
π | Security | Security is prioritized through secure API key management using environment variables and a .env file, protecting sensitive information. |
π | Scalability | The service is designed for scalability, with the potential to utilize cloud-based deployments and distributed caching for handling increased traffic. |
π | Integrations | The service integrates seamlessly with the OpenAI API, utilizing the official OpenAI Python library for efficient communication. |
OpenAI-Wrapper-API-MVP
βββ requirements.txt
βββ .env
βββ config.py
βββ app.py
βββ models
β βββ models.py
βββ services
β βββ openai_service.py
βββ routes
β βββ api.py
βββ utils
β βββ logger.py
βββ tests
βββ test_openai_service.py
- Python 3.7+
- pip (usually included with Python installations)
- Clone the Repository:
git clone https://github.com/coslynx/OpenAI-Wrapper-API-MVP.git cd OpenAI-Wrapper-API-MVP
- Install Dependencies:
pip install -r requirements.txt
- Set up Environment Variables:
- Create a
.env
file (if one doesn't exist) based on the.env.example
provided. - Replace
YOUR_API_KEY_HERE
in the.env
file with your actual OpenAI API key from https://platform.openai.com/account/api-keys.
- Create a
- Start the Server:
python app.py
- The service will be running at
http://localhost:5000
.
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.
- Update the appropriate values in the
- 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"}'
- Install
gunicorn
(if not already installed):pip install gunicorn
- Create a
Procfile
:web: gunicorn app:app
- Choose a hosting platform:
- Heroku: https://www.heroku.com/
- AWS Elastic Beanstalk: https://aws.amazon.com/elasticbeanstalk/
- Google App Engine: https://cloud.google.com/appengine/
- Or another platform of your choice.
- 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.
- Heroku:
OPENAI_API_KEY
: Your OpenAI API key (required).DEBUG
: (Optional) Set toTrue
for enabling debug mode during development.
This Minimum Viable Product (MVP) is licensed under the GNU AGPLv3 license.
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
For any questions or concerns regarding this AI-generated MVP, please contact CosLynx at:
- Website: CosLynx.com
- Twitter: @CosLynxAI
Create Your Custom MVP in Minutes With CosLynxAI!