HDB Agent
Hello! I'm your HDB property assistant with intelligent routing between three data sources:
š¤ XGBoost Model - Price predictions using trained ML model (model.bst)
š PostgreSQL Database - Real-time queries on official HDB transactions
š” Enhanced LLM - General insights with database context
šÆ Smart Routing - I automatically select the best data source for each
query with complete source transparency!
Try the examples on the right to see different routing in action!
š¤ Thinking
š” Example Queries
Click to try these examples
š¤
XGBoost Price Prediction
ML model trained on actual HDB transaction data
š
PostgreSQL Database Query
Real-time analysis with Aurora MCP cost optimization
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Enhanced LLM Analysis
General HDB knowledge with database context
šļø
Estate Insights
Area characteristics and investment potential
šÆ
Detailed Price Prediction
Specific ML prediction with floor area
ā”
Statistical Price Analysis
Advanced Athena analytics with percentile breakdowns