AI & Machine Learning2025
PropertyRAG
PropertyRAG is a production-grade real estate intelligence platform that leverages RAG technology to provide accurate, context-aware answers about properties. The FastAPI backend features 9-intent classification for understanding user queries, a deterministic analytics engine, and a hybrid search pipeline with CrossEncoder re-ranking for high-confidence results.
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Technologies Used
RAGGoogle GeminiPineconeFastAPICrossEncoderIntent ClassificationPython
Key Features
🏠 Real estate intelligence with RAG
🎯 9-intent classification system
🔍 Hybrid search with CrossEncoder re-ranking
💬 Multi-turn conversation support
📊 Deterministic analytics engine
Interested in this project?
Feel free to explore the code or reach out to discuss collaboration opportunities.