brhane44/Tigrinya-spell-suggests-

# Tigrinya Spelling Suggester A modern web application for Tigrinya spell checking with intelligent suggestions. Features a FastAPI backend with efficient spell-checking algorithms and a beautiful, responsive frontend interface. ## Features - ✨ Real-time spell checking for Tigrinya text - 🎯 Intelligent spelling suggestions using edit distance algorithms - 📚 **Comprehensive dictionary with 22,766 Tigrinya words** (from HuggingFace) - 🚀 Performance-optimized with caching - 🎨 Modern, beautiful UI with dark mode - 📱 Responsive design for all devices - 🔤 Full support for Ge'ez/Ethiopic script ## Installation ### Prerequisites - Python 3.8 or higher - pip package manager ### Setup 1. Clone or navigate to the project directory: ```bash cd eternal-trifid ``` 2. Install Python dependencies: ```bash pip install -r requirements.txt ``` ## Usage ### Starting the Backend Server Run the FastAPI backend server: ```bash uvicorn backend.main:app --reload ``` The API will be available at `localhost` ### Using the Frontend 1. Open `frontend/index.html` in your web browser 2. Type or paste Tigrinya text in the textarea 3. Misspelled words will be highlighted automatically 4. Click on suggestions to replace misspelled words ## API Documentation ### Endpoints #### Health Check ``` GET / ``` Returns server status. #### Check Word ``` POST /check Content-Type: application/json { "word": "ሰላም" } ``` Returns whether the word is spelled correctly. #### Get Suggestions ``` POST /suggest Content-Type: application/json { "word": "ሰላም", "max_suggestions": 5 } ``` Returns spelling suggestions for the word. ### Interactive API Documentation Once the server is running, visit: - Swagger UI: `localhost` - ReDoc: `localhost` ## Project Structure ``` eternal-trifid/ ├── backend/ │ ├── main.py # FastAPI application │ ├── spe …