immohann / legal-summarizer

A abstractive text summarizer designed in Pytorch to summarize complex Terms and Conditions articles. Leveraging the T5-Small language model, it accurately condenses legal documents into concise summaries. Deployed using Flask scaled using Docker

legal-summarizer

This is a Flask application that utilizes the Transformers library for text summarization. A abstractive text summarizer specifically designed to summarize complex Terms and Conditions article.

Prerequisites

• Python 3.9.2
• pip

Installation

1. Clone the repository:

   git clone https://github.com/immohann/legal-summarizer.git
   

2. Navigate to the project directory:

   cd legal-summarizer
   

3. Install requirements

   pip install -r requirements.txt
   

4. Start the Flask application:

   python app.py
   

Using Docker

You can also run the application using Docker. Follow these steps:

1. Pull the Docker image:

   docker pull immohannn/sux:latest

2. Run the container:

   docker run -d -p 5000:5000 immohannn/sux

3. Access the application:

   http://localhost:5000   
   

Contributing

Contributions are welcome! If you find any issues or have suggestions for improvements, please open an issue or submit a pull request.