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README.md
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---
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title: Factify Models
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emoji:
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colorFrom:
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colorTo: purple
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sdk: docker
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pinned: false
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app_port: 7860
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---
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#
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Backend ML API untuk verifikasi konten Factify menggunakan Flask dan
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##
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``
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# Install dependencies
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pip install -r requirements.txt
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# Run server
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python app.py --debug
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```
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Server akan berjalan di `http://localhost:5000`
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## π‘ API Endpoints
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### Health Check
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```bash
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GET /health
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```
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### Verify Text
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```bash
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POST /verify/text
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Content-Type: application/json
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{
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"text": "Berita yang akan diverifikasi..."
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}
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```
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### Verify URL
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```bash
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POST /verify/url
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Content-Type: application/json
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{
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"url": "https://example.com/article"
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}
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```
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### Verify Image
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```bash
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# Via URL
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POST /verify/image
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Content-Type: application/json
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{
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"image_url": "https://example.com/image.jpg"
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}
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# Via File Upload
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POST /verify/image
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Content-Type: multipart/form-data
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image: [file]
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# Via Base64
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POST /verify/image
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Content-Type: application/json
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{
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"image_base64": "data:image/jpeg;base64,..."
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}
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```
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### Verify Video
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```bash
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# Via URL
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POST /verify/video
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Content-Type: application/json
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{
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"video_url": "https://youtube.com/watch?v=..."
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}
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# Via File Upload
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POST /verify/video
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Content-Type: multipart/form-data
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video: [file]
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```
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## π Response Format
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```json
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{
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"request_id": "uuid",
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"content_type": "text|url|image|video",
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"score": 75.5,
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"confidence": 0.85,
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"status": "Kredibel|Cukup Kredibel|Perlu Perhatian|Tidak Kredibel",
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"status_color": "#4ECDC4",
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"source": "analyzed content source",
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"ai_summary": "AI generated summary...",
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"main_findings": "Key findings...",
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"need_attention": "Warning items...",
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"about_source": "Source information...",
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"detailed_analysis": {},
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"analysis_time": 2.5,
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"timestamp": "2024-01-01T00:00:00"
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}
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```
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## π§ Configuration
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Environment variables (optional):
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```env
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GEMINI_API_KEY=your-key # For AI summaries
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PORT=5000 # Server port
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DEBUG=true # Debug mode
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```
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## π Structure
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```
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server/
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βββ app.py # Flask API server
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βββ models/
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β βββ verification_engine.py # Main orchestrator
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β βββ text_analyzer.py # Text analysis
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β βββ url_analyzer.py # URL analysis
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β βββ image_analyzer.py # Image analysis
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β βββ video_analyzer.py # Video analysis
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βββ requirements.txt
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βββ README.md
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```
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## π§ͺ Testing
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```bash
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# Health check
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curl http://localhost:5000/health
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# Test text verification
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curl -X POST http://localhost:5000/verify/text \
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-H "Content-Type: application/json" \
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-d '{"text": "Sample text to verify"}'
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```
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---
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title: Factify Models
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+
emoji: π€
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colorFrom: blue
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colorTo: purple
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sdk: docker
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pinned: false
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app_port: 7860
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---
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# Factify ML Server
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Backend ML API untuk verifikasi konten Factify menggunakan Flask dan Gemini AI.
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## API Endpoints
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- `GET /health` - Health check
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- `POST /verify/text` - Verify text content
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- `POST /verify/url` - Verify URL/website
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- `POST /verify/image` - Verify image for manipulation
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- `POST /verify/video` - Verify video for deepfake
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- `POST /challenge/evaluate` - Evaluate challenge answers
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