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SahanaKA081/url-shortener-app

sourceHugging Facemitupdated 5mo agoView on Hugging Face
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App README

🔗 Cloud URL Shortener with ML Spam Detection

A full-stack URL shortener powered by Machine Learning to detect and block malicious/spam URLs before they are shortened.

Features

  • —✅ Shorten any safe URL instantly
  • —🛡️ ML-powered spam detection (Random Forest classifier)
  • —📊 Click tracking for each short link
  • —🔄 Automatic redirection from short links

Tech Stack

LayerTechnology
FrontendReact 19 + Vite
BackendNode.js + Express
DatabaseMongoDB Atlas
ML ServicePython FastAPI (separate HF Space)

Environment Variables (set as HF Secrets)

VariableDescription
MONGO_URIMongoDB Atlas connection string
BASE_URLThis Space's public URL (e.g. https://SahanaKA081-url-shortener-app.hf.space)
ML_SERVICE_URLML Space URL + /predict endpoint
PORT7860 (Hugging Face default)