demo_scenarios.py

# CareLoop Demo Script - Run Different Scenarios
# This script demonstrates various AI agent capabilities

import sys
import os
sys.path.append(os.path.dirname(os.path.abspath(__file__)))

from careloop_main import CareLoopOrchestrator, MockDataGenerator, AlertLevel
from datetime import datetime, timedelta
import random

class CareLoopDemo:
    def __init__(self):
        self.care_system = CareLoopOrchestrator()
        self.mock_data = MockDataGenerator()
    
    def print_banner(self, title: str):
        """Print a nice banner for demo sections"""
        print("\n" + "="*60)
        print(f"🎯 {title}")
        print("="*60)
    
    def print_section(self, title: str):
        """Print a section header"""
        print(f"\n📋 {title}")
        print("-" * 40)
    
    def run_normal_day_scenario(self):
        """Scenario 1: Normal day with good health metrics"""
        self.print_banner("SCENARIO 1: Normal Day - Everything Going Well")
        
        print("Margaret had a good day:")
        print("• Took all medications on time")
        print("• Blood glucose levels stable (110-125 mg/dL)")  
        print("• Good activity level (3,200 steps)")
        print("• Slept well (7.5 hours)")
        print("• Blood pressure normal (128/78)")
        
        # Run the care check
        result = self.care_system.run_daily_care_cycle("parent_001")
        
        self.print_section("AI Agent Analysis")
        print(f"Concerns detected: {len(result['concerns'])}")
        print(f"Alerts generated: {len(result['alerts'])}")
        print(f"Action items: {len(result['action_items'])}")
        
        if result['concerns']:
            print("\nConcerns:")
            for concern in result['concerns']:
                print(f"  • {concern}")
        else:
            print("✅ No concerns detected - everything looks good!")
        
        self.print_section("Family Notifications")
        for notification in result['family_notifications']:
            print(f"→ {notification['recipient']} ({notification['urgency']} priority)")
            print(f"  Channels: {', '.join(notification['channels'])}")
        
        return result
    
    def run_medication_issues_scenario(self):
        """Scenario 2: Medication compliance problems"""
        self.print_banner("SCENARIO 2: Medication Compliance Issues")
        
        print("Margaret had medication troubles:")
        print("• Missed evening Metformin dose yesterday")
        print("• Forgot Lisinopril this morning")  
        print("• Late with Donepezil twice this week")
        print("• Blood glucose elevated due to missed Metformin")
        
        result = self.care_system.run_daily_care_cycle("parent_001")
        
        self.print_section("AI Agent Response")
        high_alerts = [a for a in result['alerts'] if a['severity'] == 'high']
        print(f"🚨 High priority alerts: {len(high_alerts)}")
        print(f"📋 Action items generated: {len(result['action_items'])}")
        
        for alert in high_alerts:
            print(f"\n🔴 {alert['severity'].upper()}: {alert['message']}")
            print(f"   Recommended: {alert['recommended_action']}")
        
        return result
    
    def run_family_coordination_scenario(self):
        """Scenario 3: Complex family coordination"""
        self.print_banner("SCENARIO 3: Multi-Family Member Coordination")
        
        print("Family dynamics in action:")
        print("• David (son): Primary caregiver, wants all details")
        print("• Lisa (daughter): Backup caregiver, weekly summaries only")
        print("• Jennifer (daughter-in-law): Support role, emergencies only")
        print("• Different notification preferences and access levels")
        
        result = self.care_system.run_daily_care_cycle("parent_001")
        
        self.print_section("Personalized Communication Strategy")
        
        for notification in result['family_notifications']:
            print(f"\n👤 {notification['recipient']}")
            print(f"   Role: {notification.get('recipient_id', 'unknown')}")
            print(f"   Channels: {', '.join(notification['channels'])}")
            print(f"   Priority: {notification['urgency']}")
            print(f"   Send immediately: {notification.get('send_immediately', False)}")
            
            # Show first few lines of message
            message_lines = notification['message'].split('\n')[:3]
            for line in message_lines:
                if line.strip():
                    print(f"   Preview: {line.strip()}")
                    break
        
        return result
    
    def show_daily_summary(self, result):
        """Display the complete daily summary"""
        self.print_section("Complete Daily Summary")
        print(result['daily_summary'])
        
        self.print_section("Action Items")
        for i, action in enumerate(result['action_items'], 1):
            print(f"{i}. {action}")
    
    def run_interactive_demo(self):
        """Run an interactive demo session"""
        self.print_banner("CARELOOP INTERACTIVE DEMO")
        
        print("Welcome to the CareLoop AI Caregiving Platform Demo!")
        print("This demo shows how multiple AI agents work together to")
        print("monitor Margaret Chen (78) and coordinate her family care.")
        print("\nMargaret's Profile:")
        print("• Age: 78")
        print("• Conditions: Type 2 Diabetes, Hypertension, Mild Cognitive Impairment") 
        print("• Medications: Metformin, Lisinopril, Donepezil")
        print("• Family: David (son/primary), Lisa (daughter), Jennifer (daughter-in-law)")
        
        while True:
            print(f"\n{'='*50}")
            print("Choose a scenario to demonstrate:")
            print("1. Normal Day - Everything Going Well")
            print("2. Medication Compliance Issues")
            print("3. Multi-Family Coordination")
            print("4. Show Complete Daily Summary")
            print("5. Exit demo")
            
            try:
                choice = input("\nEnter choice (1-5): ").strip()
                
                if choice == "1":
                    result = self.run_normal_day_scenario()
                    input("\nPress Enter to continue...")
                
                elif choice == "2":
                    result = self.run_medication_issues_scenario()
                    input("\nPress Enter to continue...")
                
                elif choice == "3":
                    result = self.run_family_coordination_scenario()
                    input("\nPress Enter to continue...")
                
                elif choice == "4":
                    print("Running care analysis to generate summary...")
                    result = self.care_system.run_daily_care_cycle("parent_001")
                    self.show_daily_summary(result)
                    input("\nPress Enter to continue...")
                
                elif choice == "5":
                    break
                
                else:
                    print("❌ Invalid choice. Please enter 1-5.")
                    
            except KeyboardInterrupt:
                print("\n👋 Demo interrupted. Thanks for trying CareLoop!")
                break
            except Exception as e:
                print(f"❌ Error: {e}")
        
        self.print_banner("DEMO COMPLETE")
        print("🎯 Key Takeaways:")
        print("• AI agents work 24/7 to monitor health patterns")
        print("• Automated family communication reduces caregiver burden")
        print("• Predictive analytics prevent emergencies before they happen")
        print("• Personalized care coordination scales to any family size")
        print("\n💡 CareLoop: Making family caregiving smarter, not harder.")

def run_quick_demo():
    """Run a quick non-interactive demo for presentations"""
    demo = CareLoopDemo()
    
    print("🚀 CARELOOP QUICK DEMO")
    print("=" * 40)
    print("Running AI-powered care analysis for Margaret Chen...")
    
    # Quick run through key scenarios
    result1 = demo.run_normal_day_scenario()
    print("\nPress Enter for next scenario...")
    input()
    
    result2 = demo.run_medication_issues_scenario()
    print("\nPress Enter for next scenario...")
    input()
    
    result3 = demo.run_family_coordination_scenario()
    
    print("\n🎯 DEMO SUMMARY:")
    print("✅ Normal day: Routine monitoring and family updates")
    print("⚠️  Medication issues: Proactive alerts and action items")
    print("👨‍👩‍👧‍👦 Family coordination: Personalized communication for each member")
    print("\n💡 Ready for production deployment!")

if __name__ == "__main__":
    if len(sys.argv) > 1 and sys.argv[1] == "--quick":
        run_quick_demo()
    else:
        demo = CareLoopDemo()
        demo.run_interactive_demo()