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Mr-Ahmed-coder/Somali_Dictionary

Domaine:

natural language processing

Type de record:

software
Créateur:
Mr-
Hôte:
# Somali Dictionary A production-ready English and Somali dictionary platform built with a Next.js frontend, an Express REST API, and MongoDB Atlas. The app supports public dictionary search, word details, category browsing, secure admin management, and CSV/XLSX bulk import. ## Latest Updates - Added 1000+ English and Somali dictionary words in MongoDB Atlas - Added About Us page - Added Categories and category browsing pages - Added Word Details page - Improved homepage UI with a search-focused experience - Improved dictionary search with partial matching and suggestions - Migrated the database from local MongoDB to MongoDB Atlas - Fixed CSV/XLSX import for Google Sheets exports - Added General category dataset - Upgraded admin security to JWT login with bcrypt-hashed passwords ## Features - English to Somali and Somali to English word lookup - Case-insensitive partial search with autocomplete suggestions - Word detail pages with definitions, examples, category, and part of speech - Browse by category with category word counts - Secure admin login with email, password, bcrypt hashing, and JWT sessions - Admin CRUD for dictionary words and categories - CSV/XLSX import with preview, validation, duplicate checks, and import summary - MongoDB indexes for scalable search and lookup performance - Production CORS, rate limiting, Helmet security headers, and health checks - Prepared for future AI, voice, favorites, popularity, and offline sync features ## Tech Stack - Frontend: Next.js App Router, React, Tailwind CSS - Backend: Node.js, Express, Mongoose - Database: MongoDB Atlas - Auth: JWT, bcrypt-compatible password hashing - Uploads/imports: Multer memory storage and `xlsx` - Deployment targets: Vercel for frontend, Render for backend ## Project Structure ```text . |-- client/ # Next.js frontend | |-- src/app/ # App Router pages | |-- src/components/ # Search, category, import, and admin UI | |-- src/lib/ # Front …