jmadhanzi/WhatsApp-AI-real-estate-lead-agent

WhatsApp AI real estate lead agent for the South African market involves a multi-step process focused on technology, integration, and local compliance, especially with POPIA (Protection of Personal Information Act). WhatsApp is a critical channel in South Africa, making this a high-value project. # WhatsApp AI Real Estate Lead Agent (South Africa) A comprehensive, POPIA-compliant WhatsApp AI chatbot designed specifically for the South African real estate market. This intelligent agent handles lead capture, qualification, property matching, and appointment scheduling 24/7. ## Features ### Core Capabilities - **24/7 Lead Capture & Qualification**: Automated lead qualification with intelligent conversation flow - **Property Matching Engine**: AI-powered property recommendations based on preferences - **Appointment Scheduling**: Integrated calendar booking for property viewings - **Multi-Language Support**: English and Afrikaans support for South African market - **CRM Integration**: Seamless integration with HubSpot and Zoho CRM - **POPIA Compliance**: Full compliance with South African data protection laws ### AI-Powered Features - **Natural Language Understanding**: Powered by OpenAI GPT-4 - **Context-Aware Conversations**: Remembers conversation history and preferences - **FAQ Handling**: Instant answers about levies, rates, schools, and market conditions - **Objection Handling**: Trained to handle common objections professionally ### South African Market Specifics - **Currency**: ZAR (South African Rand) - **Property Types**: Houses, Townhouses, Apartments, Farms, Commercial - **Transfer Duty Calculator**: Built-in calculator for SA transfer duty - **Regional Knowledge**: Province and suburb-specific information - **Local Compliance**: POPIA consent management and data protection ## Technology Stack - **Backend**: Python 3.11+ with FastAPI - **Database**: PostgreSQL with SQLAlchemy ORM - **Cache/Queue**: Redis for caching and session management - **AI**: OpenAI GPT-4 for conversational AI - **WhatsApp**: Twilio WhatsApp Business API - **CRM**: HubSpot and Zoho integrations - **Calendar**: Google Calendar integration - **Task Queue**: Celery for background jobs - **Monitoring**: Loguru + Sentry for logging and error tracking ## Architecture ``` what …