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demo_scenarios.py
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# CareLoop Demo Script - Run Different Scenarios
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# This script demonstrates various AI agent capabilities
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import sys
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import os
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sys.path.append(os.path.dirname(os.path.abspath(__file__)))
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from careloop_main import CareLoopOrchestrator, MockDataGenerator, AlertLevel
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from datetime import datetime, timedelta
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import random
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class CareLoopDemo:
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def __init__(self):
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self.care_system = CareLoopOrchestrator()
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self.mock_data = MockDataGenerator()
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def print_banner(self, title: str):
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"""Print a nice banner for demo sections"""
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print("\n" + "="*60)
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print(f"🎯 {title}")
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print("="*60)
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def print_section(self, title: str):
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"""Print a section header"""
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print(f"\n📋 {title}")
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print("-" * 40)
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def run_normal_day_scenario(self):
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"""Scenario 1: Normal day with good health metrics"""
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self.print_banner("SCENARIO 1: Normal Day - Everything Going Well")
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print("Margaret had a good day:")
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print("• Took all medications on time")
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print("• Blood glucose levels stable (110-125 mg/dL)")
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print("• Good activity level (3,200 steps)")
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print("• Slept well (7.5 hours)")
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print("• Blood pressure normal (128/78)")
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# Run the care check
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result = self.care_system.run_daily_care_cycle("parent_001")
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self.print_section("AI Agent Analysis")
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print(f"Concerns detected: {len(result['concerns'])}")
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print(f"Alerts generated: {len(result['alerts'])}")
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print(f"Action items: {len(result['action_items'])}")
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if result['concerns']:
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print("\nConcerns:")
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for concern in result['concerns']:
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print(f" • {concern}")
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else:
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print("✅ No concerns detected - everything looks good!")
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self.print_section("Family Notifications")
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for notification in result['family_notifications']:
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print(f"→ {notification['recipient']} ({notification['urgency']} priority)")
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print(f" Channels: {', '.join(notification['channels'])}")
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return result
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def run_medication_issues_scenario(self):
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"""Scenario 2: Medication compliance problems"""
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self.print_banner("SCENARIO 2: Medication Compliance Issues")
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print("Margaret had medication troubles:")
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print("• Missed evening Metformin dose yesterday")
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print("• Forgot Lisinopril this morning")
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print("• Late with Donepezil twice this week")
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print("• Blood glucose elevated due to missed Metformin")
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result = self.care_system.run_daily_care_cycle("parent_001")
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self.print_section("AI Agent Response")
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high_alerts = [a for a in result['alerts'] if a['severity'] == 'high']
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print(f"🚨 High priority alerts: {len(high_alerts)}")
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print(f"📋 Action items generated: {len(result['action_items'])}")
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for alert in high_alerts:
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print(f"\n🔴 {alert['severity'].upper()}: {alert['message']}")
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print(f" Recommended: {alert['recommended_action']}")
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return result
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def run_family_coordination_scenario(self):
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"""Scenario 3: Complex family coordination"""
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self.print_banner("SCENARIO 3: Multi-Family Member Coordination")
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print("Family dynamics in action:")
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print("• David (son): Primary caregiver, wants all details")
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print("• Lisa (daughter): Backup caregiver, weekly summaries only")
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print("• Jennifer (daughter-in-law): Support role, emergencies only")
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print("• Different notification preferences and access levels")
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result = self.care_system.run_daily_care_cycle("parent_001")
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self.print_section("Personalized Communication Strategy")
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for notification in result['family_notifications']:
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print(f"\n👤 {notification['recipient']}")
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print(f" Role: {notification.get('recipient_id', 'unknown')}")
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print(f" Channels: {', '.join(notification['channels'])}")
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print(f" Priority: {notification['urgency']}")
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print(f" Send immediately: {notification.get('send_immediately', False)}")
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# Show first few lines of message
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message_lines = notification['message'].split('\n')[:3]
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for line in message_lines:
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if line.strip():
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print(f" Preview: {line.strip()}")
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break
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return result
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def show_daily_summary(self, result):
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"""Display the complete daily summary"""
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self.print_section("Complete Daily Summary")
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print(result['daily_summary'])
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self.print_section("Action Items")
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for i, action in enumerate(result['action_items'], 1):
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print(f"{i}. {action}")
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def run_interactive_demo(self):
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"""Run an interactive demo session"""
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self.print_banner("CARELOOP INTERACTIVE DEMO")
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print("Welcome to the CareLoop AI Caregiving Platform Demo!")
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print("This demo shows how multiple AI agents work together to")
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print("monitor Margaret Chen (78) and coordinate her family care.")
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print("\nMargaret's Profile:")
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print("• Age: 78")
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print("• Conditions: Type 2 Diabetes, Hypertension, Mild Cognitive Impairment")
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print("• Medications: Metformin, Lisinopril, Donepezil")
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print("• Family: David (son/primary), Lisa (daughter), Jennifer (daughter-in-law)")
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while True:
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print(f"\n{'='*50}")
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print("Choose a scenario to demonstrate:")
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print("1. Normal Day - Everything Going Well")
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print("2. Medication Compliance Issues")
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print("3. Multi-Family Coordination")
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print("4. Show Complete Daily Summary")
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print("5. Exit demo")
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try:
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choice = input("\nEnter choice (1-5): ").strip()
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if choice == "1":
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result = self.run_normal_day_scenario()
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input("\nPress Enter to continue...")
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elif choice == "2":
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result = self.run_medication_issues_scenario()
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input("\nPress Enter to continue...")
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elif choice == "3":
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result = self.run_family_coordination_scenario()
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input("\nPress Enter to continue...")
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elif choice == "4":
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print("Running care analysis to generate summary...")
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result = self.care_system.run_daily_care_cycle("parent_001")
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self.show_daily_summary(result)
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input("\nPress Enter to continue...")
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elif choice == "5":
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break
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else:
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print("❌ Invalid choice. Please enter 1-5.")
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except KeyboardInterrupt:
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print("\n👋 Demo interrupted. Thanks for trying CareLoop!")
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break
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except Exception as e:
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print(f"❌ Error: {e}")
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self.print_banner("DEMO COMPLETE")
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print("🎯 Key Takeaways:")
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print("• AI agents work 24/7 to monitor health patterns")
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print("• Automated family communication reduces caregiver burden")
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print("• Predictive analytics prevent emergencies before they happen")
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print("• Personalized care coordination scales to any family size")
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print("\n💡 CareLoop: Making family caregiving smarter, not harder.")
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def run_quick_demo():
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"""Run a quick non-interactive demo for presentations"""
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demo = CareLoopDemo()
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print("🚀 CARELOOP QUICK DEMO")
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print("=" * 40)
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print("Running AI-powered care analysis for Margaret Chen...")
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# Quick run through key scenarios
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result1 = demo.run_normal_day_scenario()
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print("\nPress Enter for next scenario...")
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input()
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result2 = demo.run_medication_issues_scenario()
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print("\nPress Enter for next scenario...")
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input()
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result3 = demo.run_family_coordination_scenario()
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print("\n🎯 DEMO SUMMARY:")
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print("✅ Normal day: Routine monitoring and family updates")
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print("⚠️ Medication issues: Proactive alerts and action items")
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print("👨👩👧👦 Family coordination: Personalized communication for each member")
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print("\n💡 Ready for production deployment!")
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if __name__ == "__main__":
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if len(sys.argv) > 1 and sys.argv[1] == "--quick":
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run_quick_demo()
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else:
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demo = CareLoopDemo()
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demo.run_interactive_demo()
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