AleksNeStu/ai-real-estate-assistant
📦 Open Source ProjectAleksNeStu
An AI-powered real estate platform featuring conversational property search, market analytics, and intelligent insights.
The AI Real Estate Assistant is a full-stack proptech solution designed to modernize property search through conversational AI. At its core, the system utilizes Retrieval-Augmented Generation (RAG) powered by ChromaDB to provide accurate, context-aware property recommendations and market analytics. The backend, built with FastAPI, handles complex queries and integrates with multiple LLMs to ensure high-quality natural language processing. The frontend, developed with Next.js, offers a responsive interface that includes interactive map integrations via Mapbox and built-in mortgage calculation tools. This architecture allows for seamless scaling and modular feature expansion, making it a highly effective template for developers building domain-specific AI agents. The project also includes Docker support for easy deployment and environment consistency, ensuring that the complex stack of vector databases and API services remains manageable for production environments.
💡Highlights
- ├─RAG-based property search
- ├─FastAPI and ChromaDB integration
- └─Multi-LLM conversational support
🎯For
- ├─Proptech Developers
- └─AI Engineers