---
title: Multi Document Summarizer
emoji: 🔥
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.25.2
app_file: app.py
pinned: false
license: mit
short_description: Summarizes multiple docs (docx, pdf, etc.) with NLP & visual
---

# Multi Document Summarization

This project provides a multi-document summarization tool using state-of-the-art NLP models like BART and Longformer. It supports various file formats and generates summaries along with visualizations like dendrograms, t-SNE plots, TF-IDF plots, and word clouds.

## Features
- Summarizes multiple documents into concise summaries.
- Supports file formats: `.docx`, `.txt`, `.html`, `.pdf`, `.csv`, `.xlsx`, `.json`, `.xml`, `.ppt`, `.pptx`.
- Visualizations: Dendrogram, t-SNE, TF-IDF, Word Cloud.

## Installation
1. Clone the repository:
   ```bash
   git clone https://github.com/your-username/abstractive-text-summarization.git
   ```
2. Navigate to the project directory:
   ```bash
   cd abstractive-text-summarization
   ```
3. Install dependencies:
   ```bash
   pip install -r requirements.txt
   ```

## Usage
1. Run the application:
   ```bash
   python major_project_main.py
   ```
2. Open the Gradio interface in your browser.
3. Upload files and click "Summarize" to generate summaries and visualizations.

## License
This project is licensed under the MIT License. See the LICENSE file for details.