nijaoui-wassim / document-summarizer

PDF and Word Documents Summarizer

AI-powered Document Summarization Tool

This is a simple interactive GUI tool that uses AI to summarize PDF and Word documents. It allows users to upload a document and generate a summary of its contents in just a few clicks.

Installation

To use this tool, you will need to have the following installed on your system:

• Python 3.7 or later

• Jupyter Notebook

You can install the required packages using the following command:

Copy code

pip install -r requirements.txt

Usage

To use the tool, follow these steps:

1. Open the Jupyter Notebook file document-summarization-tool.ipynb
2. In the first cell, run the code to set up the GUI
3. In the second cell, run the code to start the GUI
4. Use the GUI to upload a PDF or Word document and generate a summary of its contents

Dependencies

This tool relies on the following libraries:

• PyPDF2 (for handling PDF files)
• python-docx (for handling Word files)
• NLTK (for natural language processing)
• Pipelines (for handling the AI model)

These dependencies are specified in the requirements.txt file and can be installed using the pip command as shown above.

Contributing

If you want to contribute to this project, please follow these steps:

1. Fork the repository
2. Create a new branch for your changes
3. Make your changes and commit them
4. Push your changes to your fork
5. Create a pull request to merge your changes into the main repository

Thank you for considering contributing to this project!