AI Summary Generator

A Streamlit application that processes CSV files containing article descriptions and URLs, using OpenAI's GPT-4o to generate concise, formatted summaries.

Features

• Upload CSV files with 'Description' and 'URL' columns
• Process each row through OpenAI's GPT-4o model
• Generate formatted summaries in a consistent style
• Download the processed CSV with an additional 'Formatted' column

Requirements

• Python 3.7+
• OpenAI API key with access to GPT-4o

Installation

1. Clone this repository
2. Install the required packages:

pip install -r requirements.txt

3. Set up your environment variables:
   • Copy the .env.example file to .env
   • Add your OpenAI API key to the .env file

cp .env.example .env
# Edit the .env file to add your OpenAI API key

Usage

1. Run the Streamlit app:

streamlit run app.py

2. Open your web browser and navigate to the provided URL (typically http://localhost:8501)
3. Upload a CSV file with 'Description' and 'URL' columns
4. Click "Process with GPT-4o" to generate formatted summaries
5. Copy the markdown text from the code block to use in your documents

Note: If you haven't set up the environment variable, you'll need to enter your OpenAI API key in the app.

Sample CSV Format

Your input CSV should have at least these two columns:

Description,URL
"Apple Pay, PayPal, Cash App will be treated more like banks","https://techcrunch.com/2024/11/21/apple-pay-paypal-cash-app-will-be-treated-more-like-banks/"
"Nvidia forecast fails to meet the loftiest estimates for AI star","https://www.bloomberg.com/news/articles/2024-11-20/nvidia-forecast-fails-to-meet-the-loftiest-estimates-for-ai-star"

Output Format

The app will add a 'Formatted' column with summaries in this format:

[Article Title](URL) — The **Organization** did **something important** that has **significant impact**.

Environment Variables

The application uses the following environment variables:

• OPENAI_API_KEY: Your OpenAI API key for accessing the GPT-4o model

You can set these environment variables in a .env file in the root directory of the project, or you can set them directly in your environment.

Note

This application requires an OpenAI API key with access to the GPT-4o model. API usage will incur charges according to OpenAI's pricing.