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SummarizeWise is an intuitive tool designed for users who want to save time by digesting long pieces of text into brief summaries. Whether you're a student, researcher, or content consumer, this tool enables fast comprehension with just a few clicks. It uses the powerful facebook/bart-large-cnn model under the hood, hosted by Hugging Face, to gene

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🧠 SummarizeWise

SummarizeWise is a lightweight and modern web application that provides intelligent text summarization using the BART Large CNN model from Hugging Face's Transformers library. It's built with Flask and designed for clarity, simplicity, and speed.


🚀 Features

  • ✂️ Summarize long content into concise highlights
  • 🎚 Custom summary length control
  • 🧩 Clean, responsive UI with modern glassmorphism styling
  • 🧠 Powered by Hugging Face Transformers (BART)
  • 🧪 Built using Flask + HTML + TailwindCSS

💻 Tech Stack

  • Backend: Python, Flask
  • Frontend: HTML, TailwindCSS
  • API: Hugging Face Inference API (facebook/bart-large-cnn)

🛠 Setup Instructions

  1. Clone this repository
git clone https://github.com/yourusername/SummarizeWise.git
cd SummarizeWise
  1. Create a virtual environment & activate it
python -m venv venv
# On Windows
venv\Scripts\activate
# On macOS/Linux
source venv/bin/activate
  1. Install dependencies
pip install -r requirements.txt

Folder Structure

SummarizeWise/
│
├── app.py                  # Flask application
├── templates/
│   ├── home.html           # Landing page
│   └── index.html          # Summarization interface
├── static/                 # CSS, images, and assets
├── requirements.txt        # Python dependencies
└── README.md               # Project documentation

About

SummarizeWise is an intuitive tool designed for users who want to save time by digesting long pieces of text into brief summaries. Whether you're a student, researcher, or content consumer, this tool enables fast comprehension with just a few clicks. It uses the powerful facebook/bart-large-cnn model under the hood, hosted by Hugging Face, to gene

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