A multi-agent system that processes natural-language queries about Singapore HDB flats, combining geospatial analytics, MRT proximity calculations, and price intelligence through orchestrated DeepAgents and LangGraph pipelines. Includes a FastAPI backend, Gradio UI, and fully documented data ingestion notebooks covering HDB properties, MRT exits, schools, and parks.
Autonomous multi-agent system for intelligent HDB resale search — combining geospatial analytics, MRT proximity, and price intelligence using DeepAgents, LangGraph, FastAPI, Gradio UI, and MCP Toolbox. Fully Dockerized with reproducible data ingestion pipelines.
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Jupyter Notebook MIT Updated 7 months ago
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