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sentiment_analysis
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---
title: Sentiment Analysis
emoji: 🦀
colorFrom: yellow
colorTo: green
sdk: gradio
sdk_version: 5.17.1
app_file: app.py
pinned: false
license: apache-2.0
---
# Article Summarization App

This is a simple web application built with Gradio and Hugging Face's Transformers library that allows users to summarize articles using the `facebook/bart-large-cnn` model. The app provides an easy-to-use interface where users can input an article, set the minimum and maximum length for the summary, and get a concise summary in return.

## How It Works

The app uses the `facebook/bart-large-cnn` model from Hugging Face's Transformers library to generate summaries. Users can input an article, adjust the desired length of the summary using sliders, and the app will generate a summary based on the provided input.

## Features

- **Input Article**: Users can paste or type an article into the text box.
- **Adjustable Summary Length**: Users can set the minimum and maximum length of the summary using sliders.
- **Example Provided**: An example article is provided to demonstrate how the app works.
- **Real-Time Summarization**: The app generates the summary in real-time as soon as the user inputs the article and adjusts the sliders.

## How to Use

1. **Enter an Article**: Paste or type the article you want to summarize into the text box labeled "Enter an article to summarize."
2. **Set Summary Length**: Use the sliders to set the minimum and maximum length of the summary.
   - **Min Length**: The minimum number of words in the summary.
   - **Max Length**: The maximum number of words in the summary.
3. **Get the Summary**: The app will automatically generate a summary based on your input and display it in the output text box.

## Example

An example article is provided in the app to help you get started. Simply click on the example, and the app will automatically fill in the article and generate a summary.

## Contact

If you have any questions or suggestions, feel free to reach out to me on <a href="https://www.linkedin.com/in/mohammad-alkhatim-9b1770266/" target="_blank"><img src="https://content.linkedin.com/content/dam/me/business/en-us/amp/brand-site/v2/bg/LI-Bug.svg.original.svg" alt="LinkedIn Logo" width="20" height="20"></a> [LinkedIn](https://www.linkedin.com/in/mohammad-alkhatim-9b1770266/).