# 📄 Document Translation API

A powerful SaaS-ready Python API for translating complex structured documents (Excel, Word, PowerPoint) while **strictly preserving** the original formatting, layout, and embedded media.

## ✨ Features

### 🔄 Multiple Translation Providers
| Provider | Type | Description |
|----------|------|-------------|
| **Google Translate** | Cloud | Free, fast, reliable |
| **Ollama** | Local LLM | Privacy-focused, customizable with system prompts |
| **WebLLM** | Browser | Runs entirely in browser using WebGPU |
| **DeepL** | Cloud | High-quality translations (API key required) |
| **LibreTranslate** | Self-hosted | Open-source alternative |
| **OpenAI** | Cloud | GPT-4o/4o-mini with vision support |

### 📊 Excel Translation (.xlsx)
- ✅ Translates all cell content and sheet names
- ✅ Preserves cell merging, formulas, and styles
- ✅ Maintains font styles, colors, and borders
- ✅ Image text extraction with vision models
- ✅ Adds translated image text as comments

### 📝 Word Translation (.docx)
- ✅ Translates body text, headers, footers, and tables
- ✅ Preserves heading styles and paragraph formatting
- ✅ Maintains lists, images, charts, and SmartArt
- ✅ Image text extraction and translation

### 📽️ PowerPoint Translation (.pptx)
- ✅ Translates slide titles, body text, and speaker notes
- ✅ Preserves slide layouts, transitions, and animations
- ✅ Image text extraction with text boxes added below images
- ✅ Keeps layering order and positions

### 🧠 LLM Features (Ollama/WebLLM/OpenAI)
- ✅ **Custom System Prompts**: Provide context for better translations
- ✅ **Technical Glossary**: Define term mappings (e.g., `batterie=coil`)
- ✅ **Presets**: HVAC, IT, Legal, Medical terminology
- ✅ **Vision Models**: Translate text within images (gemma3, qwen3-vl, gpt-4o)

### 🏢 SaaS-Ready Features
- 🚦 **Rate Limiting**: Per-client IP with token bucket and sliding window algorithms
- 🔒 **Security Headers**: CSP, XSS protection, HSTS support
- 🧹 **Auto Cleanup**: Automatic file cleanup with TTL tracking
- 📊 **Monitoring**: Health checks, metrics, and system status
- 🔐 **Admin Dashboard**: Secure admin panel with authentication
- 📝 **Request Logging**: Structured logging with unique request IDs

## 🚀 Quick Start

### Installation

```powershell
# Clone the repository
git clone https://gitea.parsanet.org/sepehr/office_translator.git
cd office_translator

# Create virtual environment
python -m venv venv
.\venv\Scripts\Activate.ps1

# Install dependencies
pip install -r requirements.txt

# Run the API
python main.py
```

The API starts on `http://localhost:8000`

### Frontend Setup

```powershell
cd frontend
npm install
npm run dev
```

Frontend runs on `http://localhost:3000`

## 📚 API Documentation

- **Swagger UI**: http://localhost:8000/docs
- **ReDoc**: http://localhost:8000/redoc

## 🔧 API Endpoints

### Translation

#### POST /translate
Translate a document with full customization.

```bash
curl -X POST "http://localhost:8000/translate" \
  -F "file=@document.xlsx" \
  -F "target_language=en" \
  -F "provider=ollama" \
  -F "ollama_model=gemma3:12b" \
  -F "translate_images=true" \
  -F "system_prompt=You are translating HVAC documents."
```

### Monitoring

#### GET /health
Comprehensive health check with system status.

```json
{
  "status": "healthy",
  "translation_service": "google",
  "memory": {"system_percent": 34.1, "system_available_gb": 61.7},
  "disk": {"total_files": 0, "total_size_mb": 0},
  "cleanup_service": {"is_running": true}
}
```

#### GET /metrics
System metrics and statistics.

#### GET /rate-limit/status
Current rate limit status for the requesting client.

### Admin Endpoints (Authentication Required)

#### POST /admin/login
Login to admin dashboard.

```bash
curl -X POST "http://localhost:8000/admin/login" \
  -F "username=admin" \
  -F "password=your_password"
```

Response:
```json
{
  "status": "success",
  "token": "your_bearer_token",
  "expires_in": 86400
}
```

#### GET /admin/dashboard
Get comprehensive dashboard data (requires Bearer token).

```bash
curl "http://localhost:8000/admin/dashboard" \
  -H "Authorization: Bearer your_token"
```

#### POST /admin/cleanup/trigger
Manually trigger file cleanup.

#### GET /admin/files/tracked
List currently tracked files.

## 🌐 Supported Languages

| Code | Language | Code | Language |
|------|----------|------|----------|
| en | English | fr | French |
| fa | Persian/Farsi | es | Spanish |
| de | German | it | Italian |
| pt | Portuguese | ru | Russian |
| zh | Chinese | ja | Japanese |
| ko | Korean | ar | Arabic |

## ⚙️ Configuration

### Environment Variables (.env)

```env
# ============== Translation Services ==============
TRANSLATION_SERVICE=google
DEEPL_API_KEY=your_deepl_api_key_here

# Ollama Configuration
OLLAMA_BASE_URL=http://localhost:11434
OLLAMA_MODEL=llama3
OLLAMA_VISION_MODEL=llava

# ============== File Limits ==============
MAX_FILE_SIZE_MB=50

# ============== Rate Limiting (SaaS) ==============
RATE_LIMIT_ENABLED=true
RATE_LIMIT_PER_MINUTE=30
RATE_LIMIT_PER_HOUR=200
TRANSLATIONS_PER_MINUTE=10
TRANSLATIONS_PER_HOUR=50
MAX_CONCURRENT_TRANSLATIONS=5

# ============== Cleanup Service ==============
CLEANUP_ENABLED=true
CLEANUP_INTERVAL_MINUTES=15
FILE_TTL_MINUTES=60
INPUT_FILE_TTL_MINUTES=30
OUTPUT_FILE_TTL_MINUTES=120

# ============== Security ==============
ENABLE_HSTS=false
CORS_ORIGINS=*

# ============== Admin Authentication ==============
ADMIN_USERNAME=admin
ADMIN_PASSWORD=changeme123  # Change in production!
# Or use a SHA256 hash:
# ADMIN_PASSWORD_HASH=your_sha256_hash

# ============== Monitoring ==============
LOG_LEVEL=INFO
ENABLE_REQUEST_LOGGING=true
MAX_MEMORY_PERCENT=80
```

### Ollama Setup

```bash
# Install Ollama (Windows)
winget install Ollama.Ollama

# Pull a model
ollama pull llama3.2

# For vision/image translation
ollama pull gemma3:12b
# or
ollama pull qwen3-vl:8b
```

## 🎯 Using System Prompts & Glossary

### Example: HVAC Translation

**System Prompt:**
```
You are translating HVAC technical documents.
Use precise technical terminology.
Keep unit measurements (kW, m³/h, Pa) unchanged.
```

**Glossary:**
```
batterie=coil
groupe froid=chiller
CTA=AHU (Air Handling Unit)
échangeur=heat exchanger
vanne 3 voies=3-way valve
```

### Presets Available
- 🔧 **HVAC**: Heating, Ventilation, Air Conditioning
- 💻 **IT**: Software and technology
- ⚖️ **Legal**: Legal documents
- 🏥 **Medical**: Healthcare terminology

## � Admin Dashboard

Access the admin dashboard at `/admin` in the frontend. Features:

- **System Status**: Health, uptime, and issues
- **Memory & Disk Monitoring**: Real-time usage stats
- **Translation Statistics**: Total translations, success rate
- **Rate Limit Management**: View active clients and limits
- **Cleanup Service**: Monitor and trigger manual cleanup

### Default Credentials
- **Username**: admin
- **Password**: changeme123

⚠️ **Change the default password in production!**

## 🏗️ Project Structure

```
Translate/
├── main.py                      # FastAPI application with SaaS features
├── config.py                    # Configuration with SaaS settings
├── requirements.txt             # Dependencies
├── mcp_server.py               # MCP server implementation
├── middleware/                  # SaaS middleware
│   ├── __init__.py
│   ├── rate_limiting.py        # Rate limiting with token bucket
│   ├── validation.py           # Input validation
│   ├── security.py             # Security headers & logging
│   └── cleanup.py              # Auto cleanup service
├── services/
│   └── translation_service.py  # Translation providers
├── translators/
│   ├── excel_translator.py     # Excel with image support
│   ├── word_translator.py      # Word with image support
│   └── pptx_translator.py      # PowerPoint with image support
├── frontend/                    # Next.js frontend
│   ├── src/
│   │   ├── app/
│   │   │   ├── page.tsx        # Main translation page
│   │   │   ├── admin/          # Admin dashboard
│   │   │   └── settings/       # Settings pages
│   │   └── components/
│   └── package.json
├── static/
│   └── webllm.html             # WebLLM standalone interface
├── uploads/                    # Temporary uploads (auto-cleaned)
└── outputs/                    # Translated files (auto-cleaned)
```

## 🛠️ Tech Stack

### Backend
- **FastAPI**: Modern async web framework
- **openpyxl**: Excel manipulation
- **python-docx**: Word documents
- **python-pptx**: PowerPoint presentations
- **deep-translator**: Google/DeepL/Libre translation
- **psutil**: System monitoring
- **python-magic**: File type validation

### Frontend
- **Next.js 15**: React framework
- **Tailwind CSS**: Styling
- **Lucide Icons**: Icon library
- **WebLLM**: Browser-based LLM

## 🔌 MCP Integration

This API can be used as an MCP (Model Context Protocol) server for AI assistants.

### VS Code Configuration

Add to your VS Code `settings.json` or `.vscode/mcp.json`:

```json
{
  "servers": {
    "document-translator": {
      "type": "stdio",
      "command": "python",
      "args": ["mcp_server.py"],
      "cwd": "D:/Translate",
      "env": {
        "PYTHONPATH": "D:/Translate"
      }
    }
  }
}
```

## 🚀 Production Deployment

### Security Checklist
- [ ] Change `ADMIN_PASSWORD` or set `ADMIN_PASSWORD_HASH`
- [ ] Set `CORS_ORIGINS` to your frontend domain
- [ ] Enable `ENABLE_HSTS=true` if using HTTPS
- [ ] Configure rate limits appropriately
- [ ] Set up log rotation for `logs/` directory
- [ ] Use a reverse proxy (nginx/traefik) for HTTPS

### Docker Deployment (Coming Soon)

```dockerfile
FROM python:3.11-slim
WORKDIR /app
COPY requirements.txt .
RUN pip install -r requirements.txt
COPY . .
EXPOSE 8000
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]
```

## 📝 License

MIT License

## 🤝 Contributing

Contributions welcome! Please submit a Pull Request.

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**Built with ❤️ using Python, FastAPI, Next.js, and Ollama**