Image to Ad Copy

This is a quick and dirty implementation of a random idea I had on a Tuesday evening. The project is about identifying products from images using GPT-4-Vision and generating ad copies for them.

Features

• Identify products from images using AI.
• Generate ad copies for identified products.
• Store results in a structured JSON format.

Models

We use two main models in this project:

• Product: Represents a product extracted from an image.
• AdCopy: Represents a generated ad copy for a product.

The instructor library makes it easy to extract structured data from images and prompts. Find out more here

Usage

To use this project, follow these steps:

1. Clone the repository.
2. Install the required dependencies using pip install -r requirements.txt.
3. Define the OpenAI API key as an environment variable named OPENAI_API_KEY in .env file.
4. Run the app.py script with a path to a file containing image URLs as an argument. For example, python app.py images.txt.

For more details, refer to the app.py and models.py files in this repository.

Contributing

Contributions are welcome! If you have a feature request or bug report, please open an issue on this repository.