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-# LaTeX-Enhanced Document Backend
-
-AI-powered document enhancement backend with LaTeX support using Google Gemini API.
-
-## 🚀 Features
-
-- **AI-Powered Enhancement**: Uses Google Gemini to improve document quality
-- **LaTeX Support**: Automatically formats mathematical equations and scientific notation
-- **Multiple Formats**: Supports DOCX, PDF, and TXT input files
-- **Professional Output**: Generates well-formatted, professional documents
-- **Cloud-Ready**: Designed for HuggingFace Spaces deployment
-
-## 📋 Prerequisites
-
-- Google Gemini API Key ([Get one here](https://makersuite.google.com/app/apikey))
-- HuggingFace Account ([Sign up](https://huggingface.co/join))
-
-## 🎯 HuggingFace Spaces Deployment
-
-### Step 1: Create a New Space
-
-1. Go to [HuggingFace Spaces](https://huggingface.co/new-space)
-2. Choose a name for your Space
-3. Select **Docker** as the Space SDK
-4. Choose visibility (Public or Private)
-5. Click **Create Space**
-
-### Step 2: Upload Files
-
-Upload all files from the `backend` folder to your Space:
-- `app.py`
-- `gemini_client.py`
-- `latex_processor.py`
-- `document_converter.py`
-- `requirements.txt`
-- `Dockerfile`
-- `README.md` (this file)
-
-### Step 3: Set Environment Variables
-
-1. Go to your Space's **Settings**
-2. Navigate to **Repository secrets**
-3. Add a new secret:
-   - Name: `GEMINI_API_KEY`
-   - Value: Your Google Gemini API key
-
-### Step 4: Deploy
-
-Your Space will automatically build and deploy! Wait for the build to complete (usually 2-5 minutes).
-
-### Step 5: Get Your API URL
-
-Once deployed, your backend will be available at:
-```
-https://YOUR_USERNAME-YOUR_SPACE_NAME.hf.space
-```
-
-Example: `https://omgy-doc-enhancer.hf.space`
-
-## 🔧 API Endpoints
-
-### Health Check
-```
-GET /health
-```
-
-Returns server status.
-
-### Enhance Document
-```
-POST /enhance
-```
-
-**Parameters:**
-- `file`: Document file (DOCX, PDF, or TXT)
-- `prompt` (optional): Enhancement instructions
-- `doc_type` (optional): Document type hint (auto, academic, technical, business)
-
-**Example with curl:**
-```bash
-curl -X POST https://your-space.hf.space/enhance \
-  -F "file=@document.docx" \
-  -F "prompt=Make this more professional and add LaTeX for equations"
-```
-
-**Response:**
-Enhanced document file (same format as input)
-
-### API Info
-```
-GET /
-```
-
-Returns API information and available features.
-
-## 🧪 Local Testing (Optional)
-
-If you want to test locally before deploying:
-
-1. Install Python 3.11+
-2. Install dependencies:
-   ```bash
-   pip install -r requirements.txt
-   ```
-
-3. Create `.env` file:
-   ```bash
-   cp .env.example .env
-   ```
-   Then edit `.env` and add your `GEMINI_API_KEY`
-
-4. Run the app:
-   ```bash
-   python app.py
-   ```
-
-5. Test at `http://localhost:7860`
-
-## 📖 LaTeX Support
-
-The backend automatically detects mathematical content and formats it using LaTeX:
-
-- **Inline equations**: `$E = mc^2$`
-- **Display equations**: `$$\int_0^\infty e^{-x} dx = 1$$`
-- **Matrices**: `$$\begin{matrix} a & b \\ c & d \end{matrix}$$`
-- **Symbols**: α, β, γ, ∫, ∑, ∏, √, ∞, etc.
-
-## 🎨 Document Types
-
-Specify `doc_type` for optimized enhancement:
-
-- `auto`: Automatic detection (default)
-- `academic`: Research papers, theses
-- `technical`: Technical documentation, manuals
-- `business`: Business reports, proposals
-
-## ⚙️ Configuration
-
-Environment variables (set in HuggingFace Spaces secrets):
-
-| Variable | Required | Description |
-|----------|----------|-------------|
-| `GEMINI_API_KEY` | Yes | Your Google Gemini API key |
-| `FLASK_ENV` | No | Environment (production/development) |
-| `PORT` | No | Server port (default: 7860) |
-
-## 🐛 Troubleshooting
-
-### Build Fails
-- Check that all files are uploaded
-- Verify Dockerfile syntax
-- Check HuggingFace Spaces logs
-
-### API Returns Errors
-- Verify `GEMINI_API_KEY` is set correctly in secrets
-- Check API key is valid at [Google AI Studio](https://makersuite.google.com/)
-- Review Space logs for detailed error messages
-
-### Document Processing Fails
-- Ensure file format is supported (.docx, .pdf, .txt)
-- Check file is not corrupted
-- Verify file size is reasonable (< 10MB recommended)
-
-## 📚 Tech Stack
-
-- **Flask**: Web framework
-- **Google Gemini**: AI enhancement
-- **python-docx**: DOCX processing
-- **PyPDF2**: PDF processing
-- **Gunicorn**: Production WSGI server
-
-## 📄 License
-
-This project is open source and available for modification.
-
-## 🤝 Support
-
-For issues or questions:
-1. Check the troubleshooting section above
-2. Review HuggingFace Spaces logs
-3. Check that your Gemini API key is valid
-
----
-
-**Made with ♥ using Google Gemini and HuggingFace Spaces**