Amineregayeg/laserostop-cm-chatbot

Production-ready Community Manager Chatbot for LaserOstop Tunisia with GPT-5, RAG, and Tunisian Dialect Support # LaserOstop CM Chatbot A production-ready community manager chatbot for **LaserOstop Tunisia**, featuring RAG (Retrieval-Augmented Generation), GPT-5-nano integration, comprehensive evaluation framework, and a full-featured testing interface with detailed logging. ## Overview This chatbot serves as an intelligent community manager for LaserOstop Tunisia's laser stop-smoking service. It communicates in Tunisian dialect (Derja), mixing Arabic and French naturally, and provides accurate information about laser therapy for smoking cessation. ### Key Features #### Backend - **RAG-Enhanced Responses**: Uses Tunisian dialect social media datasets for context-aware responses - **GPT-5-nano Integration**: Powered by OpenAI's latest GPT-5-nano model (`gpt-5-nano-2025-08-07`) - **Multilingual Support**: Handles Arabic, French, and Tunisian dialect seamlessly - **Voice Message Support**: Whisper API integration for audio transcription - **Comprehensive Evaluation**: Built-in evaluation framework with quality metrics - **Multi-Channel Ready**: Prepared for WhatsApp, Meta (FB/IG), and TikTok integration - **Database Logging**: Full conversation tracking and analytics #### Frontend Testing Interface - **Comprehensive Logging**: Real-time logs from Frontend, Backend, AI/GPT, and Errors - **Performance Monitoring**: Track response times, token usage, and success rates - **Log Filtering**: Toggle visibility of different log sources - **Export Functionality**: Export all logs and messages to JSON for analysis - **RAG Toggle**: Enable/disable RAG for A/B testing - **Modern UI**: Clean, responsive interface supporting Arabic and Latin scripts ## Architecture ``` ┌─────────────────┐ │ User Message │ └────────┬────────┘ │ ▼ ┌─────────────────┐ ┌──────────────┐ │ Flask API │◄────►│ Webhooks │ └────────┬────────┘ │ (WhatsApp, │ │ │ Meta, etc) │ ▼ └──────────────┘ ┌─────────────────┐ │ Chat Logic │ └────────┬────────┘ │ ┌── …