Function demo_complete_workflow

demo.py:251–298

Run complete demo workflow

()

def demo_complete_workflow():
    """Run complete demo workflow"""
    
    print("\n" + "="*80)
    print("AgriQuant AI - COMPLETE SYSTEM DEMONSTRATION")
    print("="*80)
    print("\nThis demo shows the complete workflow:")
    print("  1. Weather data collection from NOAA")
    print("  2. AI analysis with Claude Sonnet 4")
    print("  3. Database storage")
    print("  4. Performance tracking")
    print("\nNote: Requires ANTHROPIC_API_KEY in environment")
    
    # Step 1: Weather collection
    forecast = demo_weather_collection()
    
    # Step 2: AI analysis
    prediction = demo_ai_analysis(forecast)
    
    # Step 3: Database
    if forecast and prediction:
        demo_database_storage(forecast, prediction)
    
    # Step 4: Performance
    demo_performance_tracking()
    
    # Summary
    print("\n" + "="*80)
    print("DEMO COMPLETE")
    print("="*80)
    
    print("\nNext Steps:")
    print("  1. Set up environment variables (ANTHROPIC_API_KEY, DATABASE_URL)")
    print("  2. Install PostgreSQL and create database")
    print("  3. Run full system: python main.py once")
    print("  4. Start continuous monitoring: python main.py continuous")
    print("  5. Run backtest: python backtest.py --start 2023-01-01 --end 2025-12-31")
    
    print("\nDocumentation:")
    print("  • README.md - Complete setup and usage guide")
    print("  • config.py - All system parameters and thresholds")
    print("  • Individual module files have detailed docstrings")
    
    print("\nSupport:")
    print("  • Email: research@agriquant.ai")
    print("  • GitHub: github.com/agriquant/agriquant-ai")
    
    print("\n" + "="*80)


if __name__ == "__main__":