Factifi - AI-Powered Fake News Detection 🛡️

🚀 Live Deployment

This project is deployed and accessible online!

🔗 Try Factifi Live Demo

Experience the full functionality of our AI-powered fake news detector directly in your browser.

📖 Description

Factifi is an advanced AI-powered fake news detection application designed to analyze news content and URLs to determine their authenticity. Using state-of-the-art machine learning techniques including Logistic Regression and TF-IDF vectorization, it classifies news as real or fake based on sophisticated linguistic pattern analysis.

✨ Features

• 🤖 Real-time AI Analysis - Instant fake news detection using advanced ML algorithms
• 🎨 Modern Dark Theme UI - Beautiful, responsive interface with glassmorphism effects
• 📊 Detailed Analytics - Comprehensive confidence scores and probability breakdowns
• 🔗 URL Analysis - Direct analysis of news articles from URLs with domain credibility checking
• 📱 Mobile Responsive - Optimized for all devices with interactive animations
• 🔒 Privacy-Focused - No data storage, secure processing
• ⚡ Lightning Fast - Results in seconds with high accuracy
• 🎯 High Accuracy - Trained on diverse datasets for reliable predictions

🛠️ Technology Stack

• Backend: Flask, Python
• Machine Learning: scikit-learn, NLTK, Logistic Regression, TF-IDF
• Frontend: HTML5, CSS3, JavaScript
• Styling: Custom CSS with dark theme and animations
• Deployment: Hugging Face Spaces, Docker
• Data Processing: pandas, numpy

🚀 Quick Start

Online Usage (Recommended)

Visit our live deployment: Factifi Live Demo