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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/). |