JPthe2/morocco-rental-intelligence

# Morocco Rental Market Intelligence Platform An AI-powered pipeline that scrapes Moroccan rental listings, cleans and centralizes them, predicts missing/hypothetical prices with a trained ML model, and exposes it all through a conversational chatbot. Built as an n8n-first system for scraping, storage, and orchestration (n8n cloud). The chat brain, retrieval, voice, and market-intelligence features on top of that data now live in standalone local Python/FastAPI services — see Beyond the original n8n scope and `CHANGELOG.md` for the full phase-by-phase build history. ## Architecture ``` ┌─────────────────────────────────────────┐ │ n8n (cloud) │ │ │ agenz.ma ───┐ │ ┌─────────────────────────────────┐ │ ├──▶│ │ Rental Listings Scraper - Morocco │ │ avito.ma ───┘ │ │ (daily 06:00, both sites) │ │ │ └───────────────┬───────────────────┘ │ │ │ upsert │ │ ▼ │ │ ┌─────────────────────────┐ │ │ │ Data Table: │ │ │ │ rental_listings │◀────────┐ │ │ │ scrape_errors │ │ │ │ └─────────────────────────┘ │ │ │ ▲ │ │ │ │ query │ │ │ ┌─────────────────────────┐ │ │ │ │ Morocco Rental Market │──────────┘ │ │ │ Chatbot (AI Agent) │ │ │ │ - search_listings (tool) │ │ │ │ - get_market_stats (tool) │ │ │ │ - predict_rent (tool) ────┼──HTTP──┐ │ │ └─────────────────────────┘ │ │ └───────────────────────────────────────────┼────┘ │ ▼ ┌──────────────────────────────┐ │ FastAPI ML service │ │ (deployed on Render) │ │ - /predict (XGBoost model) │ │ - /health, /model-info │ └─────────────────────── …