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| title: HateShield Backend | |
| emoji: 🛡️ | |
| colorFrom: blue | |
| colorTo: purple | |
| sdk: docker | |
| pinned: false | |
| # HateShield Backend API | |
| Bilingual hate speech detection system using ensemble ML models. | |
| ## Features | |
| - English & Bengali hate speech detection | |
| - Document analysis (PDF, DOCX, TXT) | |
| - URL content scraping | |
| - Real-time confidence scoring | |
| ## API Endpoints | |
| - `POST /analyze/text` - Analyze text input | |
| - `POST /analyze/url` - Analyze URL content | |
| - `POST /analyze/document` - Analyze uploaded documents | |
| - `GET /health` - Health check | |
| ## Tech Stack | |
| - FastAPI | |
| - Transformers (Hugging Face) | |
| - scikit-learn | |
| - PyTorch |