wonderrful003/CodeAlpha_Translator_Project

A fast, AI-powered multilingual translation web application built with Django and Python. Supports 25+ languages including comprehensive African language support with Chichewa, Swahili, Yoruba, and more # 🌍 AI Translator - Multilingual Translation Web Application A fast, AI-powered multilingual translation web application built with Django and Python. Supports 25+ languages including comprehensive African language support with Chichewa, Swahili, Yoruba, and more. ## 🚀 Features - **🌐 25+ Languages** - Comprehensive global language support - **🇿🇦 15 African Languages** - Specialized support for African languages including Chichewa, Swahili, Yoruba, Igbo, Hausa, and more - **🤖 AI-Powered Translation** - Uses state-of-the-art MarianMT models from HuggingFace - **⚡ Fast Performance** - Optimized with caching and lazy loading - **🎨 Modern UI** - Clean black and white responsive design - **📱 Real-time Translation** - Instant results with loading indicators and error handling - **🔧 RESTful API** - Fully functional API for integration ## 🛠️ Technology Stack ### Backend - **Framework**: Django 4.2.7 + Django REST Framework - **AI Models**: HuggingFace Transformers, PyTorch - **Caching**: Django Cache Framework - **Authentication**: Django CSRF Protection ### Frontend - **UI Framework**: Bootstrap 5.3.0 - **Icons**: Font Awesome 6.0 - **JavaScript**: Vanilla ES6+ - **Styling**: Custom CSS with glassmorphism effects ### AI/ML - **Translation Models**: Helsinki-NLP MarianMT models - **Inference**: PyTorch with GPU support (if available) - **Tokenization**: SentencePiece, Sacremoses ## 🌐 Supported Languages ### European Languages - English (`en`), Spanish (`es`), French (`fr`), German (`de`) - Italian (`it`), Portuguese (`pt`), Russian (`ru`) ### Asian Languages - Chinese (`zh`), Japanese (`ja`), Korean (`ko`), Arabic (`ar`) ### African Languages - **Swahili** (`sw`) - East Africa - **Yoruba** (`yo`) - West Africa - **Igbo** (`ig`) - Nigeria - **Hausa** (`ha`) - West Africa - **Amharic** (`am`) - Ethiopia - **Somali** (`so`) - Horn of Africa - **Zulu** (`zu`) - South Africa - **Xhosa** (`xh`) - South Africa - **Kinyarwanda** (`rw`) - Rwanda - **Chichewa** (`ny`) …