- π Overview
- π¦ Features
- π Structure
- π» Installation
- ποΈ Usage
- π Hosting
- π License
- π Authors
This repository contains a Minimum Viable Product (MVP) for a Python backend service called "AI Wrapper for OpenAI Requests". This service simplifies interacting with OpenAI's API by providing a user-friendly wrapper that handles request formatting, authentication, and response parsing.
Feature | Description | |
---|---|---|
βοΈ | Architecture | A robust and efficient architecture built using FastAPI, PostgreSQL, and the OpenAI Python library. |
π | Documentation | Clear and detailed documentation explaining the MVP's functionalities, setup, and usage. |
π | Dependencies | Leverages carefully selected Python libraries for efficient development and robust functionality. |
𧩠| Modularity | Well-structured codebase with separate modules for different functionalities, promoting code reusability and maintainability. |
π§ͺ | Testing | Includes unit tests to ensure the correctness and reliability of the core components. |
β‘οΈ | Performance | Optimized for efficient request handling and response processing, ensuring fast and responsive results. |
π | Security | Implements secure API key management and access control using JWT authentication. |
π | Version Control | Utilizes Git for version control, ensuring collaboration and trackability of changes. |
π | Integrations | Seamless integration with OpenAI's API using the official Python library. |
πΆ | Scalability | Designed with scalability in mind to handle growing request volumes. |
βββ core
β βββ services
β β βββ openai_service.py
β βββ models
β βββ models.py
βββ utils
β βββ logger.py
βββ tests
β βββ test_services.py
βββ db
β βββ models
β β βββ __init__.py
β βββ schemas
β βββ __init__.py
βββ config
β βββ settings.py
βββ .gitignore
βββ .env
βββ startup.sh
βββ commands.json
βββ requirements.txt
βββ main.py
- Python 3.9+
- PostgreSQL 14+
pip
(Python package manager)- Docker (Optional for local development)
-
Clone the repository:
git clone https://github.com/coslynx/OpenAI-API-Wrapper-Python.git cd OpenAI-API-Wrapper-Python
-
Install dependencies:
pip install -r requirements.txt
-
Set up environment variables:
- Create a
.env
file in the root directory of the project. - Add the following environment variables, replacing the placeholders with your actual values:
OPENAI_API_KEY=YOUR_OPENAI_API_KEY DATABASE_URL=postgres://user:password@host:port/database JWT_SECRET_KEY=YOUR_JWT_SECRET_KEY
- Create a
-
Start the database (optional):
- If you're using Docker for local development, start the PostgreSQL database container:
docker-compose up -d db
- If you're using Docker for local development, start the PostgreSQL database container:
-
Run the application:
uvicorn main:app --reload
- Start the development server:
uvicorn main:app --reload
- Access the API:
- The API is now running at
http://localhost:8000/
. - You can send requests using tools like
curl
orPostman
.
- The API is now running at
- Environment Variables: The application reads settings from the
.env
file, so you can customize it to suit your environment.
- Create a virtual environment:
python3 -m venv .venv
- Activate the virtual environment:
source .venv/bin/activate
- Install dependencies:
pip install -r requirements.txt
- Set up your database:
- Ensure you have a PostgreSQL database set up and configured.
- Update the
DATABASE_URL
environment variable in your.env
file with the correct connection string.
- Create a deployment script:
- You can use a script like
startup.sh
to automate the deployment process.
- You can use a script like
- Deploy the code:
- Choose a deployment platform (e.g., Heroku, AWS Lambda, Google Cloud Functions) and follow their specific deployment instructions.
OPENAI_API_KEY
: Your OpenAI API key.DATABASE_URL
: The connection string for your PostgreSQL database.JWT_SECRET_KEY
: A secret key for signing JWT tokens (used for authentication).
- POST /generate:
- Description: Generate text using an OpenAI model.
- Body:
{ "text": "Your input text", "model": "The OpenAI model name (e.g., gpt-3.5-turbo)" }
- Response:
{ "text": "Generated text" }
- POST /translate:
- Description: Translate text between languages using an OpenAI model.
- Body:
{ "text": "Your input text", "model": "The OpenAI translation model (e.g., gpt-3.5-turbo)", "target_language": "The target language code (e.g., 'fr', 'es', 'de')" }
- Response:
{ "text": "Translated text" }
- POST /register:
- Description: Register a new user.
- Body:
{ "username": "Your username", "password": "Your password" }
- Response:
{ "message": "Registration successful!" }
- POST /login:
- Description: Log in an existing user.
- Body:
{ "username": "Your username", "password": "Your password" }
- Response:
{ "token": "JWT access token" }
- Register or Log In: New users can register using the
/register
endpoint. Existing users can log in using the/login
endpoint. - Obtain JWT Token: Upon successful registration or login, the server returns a JWT access token.
- Authorization: Include the JWT access token in the
Authorization
header of all subsequent requests to the API.
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-API-Wrapper-Python
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!