moussdiop240-source/sunu-ndimbal-chatbot-showcase

WhatsApp AI assistant for Senegalese SMEs — Wolof/French, voice notes, RAG. Source private. # Sunu Ndimbal Chatbot Senegalese small and medium businesses run customer support and sales conversations almost entirely on WhatsApp, but most chatbot platforms are built for English or French text alone — they can't handle Wolof, and they can't handle voice notes, which is how a large share of customers actually message. That gap either forces a business to hire someone to answer every WhatsApp message manually, or it means messages go unanswered. Sunu Ndimbal Chatbot is a WhatsApp-native AI assistant that detects and replies in French or Wolof automatically, including full support for voice notes — a customer can send a voice message and receive a spoken reply back. Answers are grounded in the business's own documents through retrieval-augmented generation, and subscription billing runs through the mobile payment methods Senegalese customers actually use. ## Key capabilities - Native WhatsApp integration via the WhatsApp Cloud API - Automatic French/Wolof language detection with matching replies - Full voice note support — speech-to-text in, text-to-speech out - Retrieval-augmented answers grounded in a business's own knowledge base - Mobile payment subscription billing (Orange Money, Wave) - Tiered subscription plans by conversation volume ## Stack Python, Flask, RAG, GPT-4o, Whisper --- Source code is private. Read-only access available to hiring teams and partners on request: moustaphaleye.diop@gmail.com