anabkl/Moroccan-COD-Trend-Predictor

AI-powered trend analyzer for the Moroccan E-commerce & COD market. Uses Deep Learning and Darija NLP to detect purchase intent and predict winning products. # 🛍️ SoukAI – AI Winning Product Analyzer for Moroccan COD E-commerce > **SoukAI** is an AI-powered system that analyzes Moroccan COD (Cash-on-Delivery) e-commerce products, detects purchase intent from Darija/French/Arabic comments, and predicts winning products for the Moroccan market. --- ## 📐 Architecture ``` ┌─────────────────────────────────────────────────────────┐ │ Browser / Client │ │ React 18 + Tailwind CSS + Vite │ │ localhost:3000 │ └───────────────────────┬─────────────────────────────────┘ │ HTTP / REST ▼ ┌─────────────────────────────────────────────────────────┐ │ FastAPI Backend │ │ Python 3.11 · Uvicorn ASGI │ │ localhost:8000 │ │ │ │ ┌──────────────┐ ┌──────────────┐ ┌─────────────┐ │ │ │ /products │ │ /analysis │ │ /dashboard │ │ │ │ CRUD router │ │ NLP + Score │ │ Stats API │ │ │ └──────────────┘ └──────────────┘ └─────────────┘ │ │ │ │ ┌──────────────────────────────────────────────────┐ │ │ │ AI / ML Services │ │ │ │ NLP (Darija intent) · Scoring · Recommendation │ │ │ └──────────────────────────────────────────────────┘ │ └──────────────────────┬──────────────────────────────────┘ │ ┌────────────┴────────────┐ ▼ ▼ ┌─────────────┐ ┌──────────────┐ │ SQLite DB │ │ data/*.csv │ │ soukai.db │ │ Sample data │ └─────────────┘ └──────────────┘ ``` --- ## ✨ Features | # | Feature | Description | |---|---------|-------------| | 1 | 🔍 **Product Scoring** | Composite AI score based on trend growth, competition level and profit margin | | 2 | 💬 **Darija NLP** | Purchase-intent …