Project Overview

ThaiCondoAI is a revolutionary AI-powered real estate platform that transforms how people discover, analyze, and connect with condominium properties across Thailand. By replacing traditional filter-based search interfaces with intelligent conversational AI, the platform delivers personalized property recommendations through natural language interactions.

Key Features

AI-Powered Search

Natural language processing with GPT-4 for conversational property search that understands complex, nuanced queries.

Interactive Mapping

Google Maps integration with custom property markers, POI overlays, and commute time calculations.

Financial Intelligence

Investment analysis with rental yield calculations, market trends, and ROI projections.

Security & Privacy

Enterprise-grade security with MFA, encryption, and GDPR compliance for user data protection.

High Performance

Sub-second search responses with vector embeddings, caching strategies, and optimized database queries.

Multi-Stakeholder

Serves property seekers, real estate agents, and administrators with tailored experiences and tools.

Technology Stack

Frontend

Next.js 15 with App Router
React 19 with TypeScript
Shadcn/UI + Tailwind CSS
Framer Motion

Backend

Supabase (PostgreSQL)
pgvector for embeddings
Edge Functions (Deno)
Row Level Security

AI & ML

OpenAI GPT-4
text-embedding-3-small
Vector similarity search
Function calling

Integrations

Google Maps Platform
Stripe Payments
Auth0 Authentication
Resend Email

System Architecture

┌─────────────────┐ ┌──────────────────┐ ┌─────────────────┐
│ Frontend        │ │ Backend API      │ │ AI Services     │
│ (Next.js)       │◄──►│ (Supabase)       │◄──►│ (OpenAI)        │
│                 │ │                  │ │                 │
│ • React UI      │ │ • PostgreSQL     │ │ • GPT-4         │
│ • State Mgmt    │ │ • Edge Functions │ │ • Embeddings    │
│ • Routing       │ │ • Auth & RLS     │ │ • Vector Search │
└─────────────────┘ └──────────────────┘ └─────────────────┘
        │                   │                   │
        ▼                   ▼                   ▼
┌─────────────────┐ ┌──────────────────┐ ┌─────────────────┐
│ External        │ │ Data Storage     │ │ Monitoring      │
│ Services        │ │                  │ │                 │
│                 │ │ • Property DB    │ │ • Analytics     │
│ • Google Maps   │ │ • User Profiles  │ │ • Error Logs    │
│ • Stripe        │ │ • Search History │ │ • Performance   │
│ • Email/SMS     │ │ • Embeddings     │ │ • Business KPIs │
└─────────────────┘ └──────────────────┘ └─────────────────┘

Business Model

Credit-Based System

Free Trial: 1 complimentary credit for new users
Credit Packs: Flexible purchasing (5, 10, 25, 50 credits)
Pay-As-You-Go: No subscriptions, users pay only for what they use

Revenue Streams

Credit Sales: Direct user payments for platform usage
Agent Subscriptions: Premium tools and lead management
Listing Fees: Enhanced visibility and promotion options

ThaiCondoAI