MGIS_Task1/PDFSummerizorV1

PDF Summarizer V1

This project is a command-line tool to summarize PDF documents using a two-step process with AI models.

How it works

1. Extracts Text: The tool first extracts the text content from the provided PDF file.
2. Initial Summary: It then uses a generative AI model (e.g., gemma-3-4b-it) to create an initial summary of the text.
3. Refined Summary: This initial summary is then passed to a second, potentially more advanced model (e.g., QwQ-32B), to refine and improve the summary.

How to use

1. Install the required dependencies:

   pip install -r requirements.txt
   

2. Place your PDF file in the uploads directory.
3. Run the application from your terminal:

   python app.py uploads/your_file.pdf