# 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:
    ```bash
    pip install -r requirements.txt
    ```
2.  Place your PDF file in the `uploads` directory.
3.  Run the application from your terminal:
    ```bash
    python app.py uploads/your_file.pdf
    ```