BRICKORA
Next.jsFastAPIPinecone AI
An enterprise-grade luxury real estate platform featuring an intelligent Agentic RAG chatbot. This ecosystem seamlessly bridges the gap between client discovery and backend CRM operations. Built with a modern tech stack, it automates lead generation, synchronizes property portfolios in real-time via vector databases, and provides administrators with a powerful, secure command center.
ROLEBRICKORA | AI-Powered Real Estate Ecosystem
FRONTENDNext.js / TypeScript / Tailwind CSS
BACKEND & AIFastAPI / LangChain / Pinecone / Supabase
Key Features
Customer Experience (Storefront)
- •Conversational AI Concierge with context-aware memory.
- •Dynamic Property Portfolio synced in real-time from the database.
- •Automated Lead Capture seamlessly integrated into the chat flow.
- •Luxurious, responsive UI designed for high-end clientele.
- •Semantic Search capabilities matching client intent with exact properties.
Business Operations (Admin CRM)
- •Centralized Dashboard with real-time lead and property analytics.
- •Full CRUD Property Management with direct Supabase image hosting.
- •Automated Vector Synchronization (Supabase to Pinecone).
- •Interactive Lead Tracking pipeline (New, Contacted, Scheduled).
- •Secure CORS configuration enabling seamless multi-origin API requests.
System Architecture
- •Discovery: Clients browse a Next.js frontend, exploring dynamically rendered estates.
- •AI Interaction: The GPT-4o agent utilizes RAG to retrieve factual property data.
- •Lead Extraction: Using LangChain tools, the AI securely extracts and transmits contact details.
- •Data Pipeline: FastAPI securely routes the lead directly into the PostgreSQL database.
- •Auto-Sync: Adding a property in the CRM triggers an automatic embedding generation in Pinecone.
- •State Management: Conversation history is maintained for a fluid, human-like AI experience.
Value & Benefits
- •24/7 Sales Automation: Never miss a lead with a tireless AI Concierge.
- •Data Consistency: Eliminate manual AI training with auto-syncing vector databases.
- •Enhanced Client Trust: Deliver a premium, highly responsive user experience.
- •Operational Efficiency: Centralized CRM reduces administrative overhead for agents.
- •Scalable Architecture: Enterprise-ready stack built to handle high-traffic luxury markets.
- •Intelligent Insights: Turn casual conversations into qualified, actionable sales leads.
