Before running the application, ensure you have the following tools installed:

• Python 3.7+
• pip (Python package installer)

1. Clone the repository:

   git clone <repository-url>
   cd <repository-directory>

2. Install dependencies:

   pip install -r requirements.txt

This application requires API keys for several services. Make sure you have the API keys for the following services:

• Cloudinary
• Redis
• Huggingface
• Gemini

Create a .env file in the root directory of the project and add your API keys. The .env file should look like this: You can replicate the env_template.txt file.

To run the FastAPI application, use the following command:

uvicorn main:app --reload

The --reload flag is useful during development as it will automatically reload the server when code changes.

Once the server is running, you can access the application at http://127.0.0.1:8000. The interactive API documentation is available at http://127.0.0.1:8000/docs.

For more information about using FastAPI, refer to the FastAPI documentation.