Logo Lanfrica

Aminehamad05/Tunisian_Derja_Chatbot

Domain:

natural language processing

Record type:

softwaretools
Creator:
Ami
Host:
Tunisian Derja Chatbot A full-stack AI chatbot that speaks Tunisian Arabic dialect (Derja). Built with React, Express, PostgreSQL, and TypeScript across the stack, with JWT authentication and real-time streaming responses. Overview This project is a ChatGPT-style chatbot that communicates exclusively in Tunisian dialect, regardless of what language the user writes in. It consists of two separate applications — a React frontend and an Express backend — that communicate over a REST API with Server-Sent Events (SSE) for streaming AI responses. The AI behavior is driven by a dedicated system prompt that instructs the model to reply in authentic Tunisian Derja, including natural code-switching with French and Arabizi support. Key features Tunisian dialect chatbot — replies in Derja regardless of input language Real-time token-by-token streaming via Server-Sent Events JWT-based authentication with bcrypt password hashing Persistent conversation history stored in PostgreSQL Auto-generated conversation titles from the first message Light/dark theme toggle with persisted preference Type-safe database access via Drizzle ORM Optimistic UI updates for instant message feedback Full TypeScript coverage across frontend and backend Unit-tested backend services (Jest) --- ## Overview Technology stack Frontend (chatbot-frontend/) React + TypeScript + Vite Zustand — global client state (auth, chat, UI) TanStack React Query — server state, caching, mutations React Router — client-side routing and protected routes Tailwind CSS — styling react-markdown + remark-gfm — rendering AI responses Backend (chatbot-backend/) Express + TypeScript Drizzle ORM + PostgreSQL JWT (jsonwebtoken) + bcryptjs — authentication Server-Sent Events — streaming AI responses Jest + Supertest — unit testing AI provider: Gemini API (swappable — see AI Provider section) ## Key Features - TypeScript throughout (frontend & backend) - Vite-powered React frontend (fast HMR) - Express API with secur …