WarCast is an AI-powered, multilingual news aggregator built to streamline and personalize defense-related news. It collects real-time articles from over 10 trusted sources, analyzes their sentiment, and delivers short, focused summaries to help users stay informed without information overload.
- 🔍 Multilingual News Scraper: Aggregates real-time news from 10+ global defense sources.
- 🧠 Personalized Sentiment Feed: Uses DistilBERT for fine-tuned sentiment classification.
- ✂️ AI Summarization: Generates crisp, 150-word summaries using BART-based transformer models.
- 🌍 Multilingual Support: Enables access to news in multiple languages.
- 📰 Categorized Feed: Classifies content under defense, geopolitics, cyberwarfare, and more.
- Backend: Python, Flask
- AI Models:
- DistilBERT for sentiment analysis
- BART for summarization
- Scraping:
BeautifulSoup,Newspaper3k,Requests - Deployment: Flask REST APIs with frontend-ready JSON responses
git clone https://github.com/yourusername/WarCast.git
cd WarCast
pip install -r requirements.txt
python app.py