Powered by ReadLess AI
LIVE AT: https://zeroread.marshalllife.me/
ZeroRead is a fast, lightweight AI summarizer built with Flask and Hugging Face Transformers. It distills long articles, essays, novels, and raw text into clear, concise summaries — so you read less and understand more.
ReadLess - Understand more.
- ✂️ Summarizes long-form content (stories, articles, essays, novels)
- 🤖 Choose between BART, T5, or Pegasus models (modular architecture)
- 📏 Control summary length: Short, Normal, or Long
- 💬 Modern, responsive UI built with TailwindCSS CDN
- ⚡ Fast Flask API using
transformers.pipeline - 🧠 Smart model/tokenizer caching for zero-lag experience
- 📋 Copy-to-clipboard, smooth toasts, length-based parameter tuning
- 📲 Telegram Bot Support (coming soon!)
Talk to@zeroReadBot— paste long text, get back your TL;DR instantly. - 🔁 Robust error handling with summary-like input detection
- 🌐 Easily extendable for PDF/text export, history, auth, and more - soon.
- Python 3.11+
- Flask — REST API & routing
- HuggingFace Transformers — for summarization models
- TailwindCSS (CDN) — for clean, responsive UI
- Vanilla JS — handles interaction + AJAX
- Deployable via
gunicorn, Docker, Render, or Heroku
bash git clone https://github.com/marshalllife/zeroread.git cd zeroread
bash python3 -m venv venv source venv/bin/activate
bash pip install -r requirements.txt
bash python run.py
Then visit: http://localhost:5000
- Multiple models: BART, T5, Pegasus
- Summary length control
- Modern UI with TailwindCSS
- Smart tokenizer + input length detection
- Robust error & edge case handling
-
@ReadLessBoton Telegram - soon. - Export summaries as PDF / Markdown - soon.
- Summary history (local or cloud) - soon.
- Chrome/Edge browser extension - soon.
Want to help? Fork the repo, open a PR, or start a discussion.
We welcome devs, AI geeks, and UX minds to make this sharper.
MIT — use it, remix it, just don’t gatekeep the TL;DR.
Built by @marshalllife
Powered by:
ZeroRead — powered by ReadLess AI
ReadLess. Understand more.