A comprehensive AI-powered assistance system designed to help individuals with Alzheimer's disease and their caregivers, built on Google's A2A ADK multimodal API.
This system provides specialized AI agents that work together to support individuals with Alzheimer's disease through:
- Memory Assistance: Reminiscence therapy, memory prompts, and cognitive exercises
- Routine Management: Daily schedule management, medication reminders, and activity guidance
- Safety Monitoring: Emergency detection, fall monitoring, and safety alerts
- Family Communication: Facilitating communication with family members and caregivers
The system is built on a multi-agent architecture with specialized agents:
Cognitive Assistance System
├── Core Assistant (Orchestrator)
├── Memory Assistance Agent
├── Routine Management Agent
├── Safety Monitoring Agent
└── Family Communication Agent
- Reminiscence Therapy: Gentle prompts to help recall memories
- Cognitive Exercises: Word association, memory games, and mental stimulation
- Memory Database: Personal memories, family information, and important events
- Gentle Support: Patient, understanding responses for memory challenges
- Medication Reminders: Timely reminders for medications with instructions
- Appointment Scheduling: Healthcare appointment management and reminders
- Daily Activities: Structured daily routine guidance
- Meal Planning: Meal time reminders and nutrition guidance
- Emergency Detection: Automatic detection of emergency situations
- Fall Monitoring: Fall detection and response protocols
- Location Assistance: Help with navigation and location awareness
- Safety Alerts: Proactive safety monitoring and alerts
- Video Calls: Facilitated video calls with family members
- Message Delivery: Text and voice message management
- Status Updates: Automatic updates to family members
- Caregiver Coordination: Healthcare provider communication
- Google A2A ADK: Multimodal AI API for real-time interaction
- FastAPI: High-performance web framework
- WebSocket: Real-time bidirectional communication
- Python: Core programming language
- A2A ADK Integration: Seamless integration with Google's multimodal API
- Real-time Processing: Live audio, video, and text processing
- Session Management: Persistent user sessions and context
- Performance Monitoring: Comprehensive metrics and analytics
- Python 3.8+
- Google A2A ADK API key
- FastAPI and WebSocket support
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Clone the repository
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Install dependencies:
pip install -r requirements.txt
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Set environment variables:
export A2A_ADK_API_KEY="your_api_key_here"
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Run the application:
python backend/app.py
The system automatically configures the A2A ADK with Alzheimer's-specific settings:
- Voice: Gentle, calm voice (Puck)
- System Prompt: Specialized for Alzheimer's assistance
- Safety Features: Emergency detection and fall monitoring
- Response Modalities: Audio and text responses
Configure user profiles with:
- Personal information and preferences
- Family member contacts
- Medical information and medications
- Daily routines and schedules
- Safety contacts and emergency procedures
- Voice Interaction: Simply speak naturally - the system understands and responds appropriately
- Memory Support: Ask about memories, family, or past events
- Routine Help: Get reminders for medications, appointments, and activities
- Safety Assistance: Request help or report concerns
- Family Connection: Easily contact family members or caregivers
- Real-time Monitoring: Receive updates on the user's status and activities
- Emergency Alerts: Get notified of safety concerns or emergencies
- Communication Facilitation: Help maintain family connections
- Progress Tracking: Monitor cognitive health and daily activities
- Data Protection: All personal information is securely stored and processed
- Family Privacy: Family communication is encrypted and secure
- Medical Privacy: Healthcare information is protected and confidential
- User Control: Users can control what information is shared
The system provides comprehensive monitoring:
- Interaction Metrics: Track user engagement and response quality
- Safety Monitoring: Monitor for safety concerns and emergencies
- Family Updates: Automatic status updates to family members
- Performance Analytics: System performance and user satisfaction metrics
- 24/7 Availability: Always available for assistance and support
- Gentle Interaction: Patient, understanding responses
- Emotional Support: Compassionate care and companionship
- Safety Assurance: Continuous monitoring for safety and wellbeing
- Peace of Mind: Know that your loved one is safe and supported
- Regular Updates: Stay informed about daily activities and wellbeing
- Emergency Response: Immediate notification of safety concerns
- Communication Bridge: Maintain meaningful connections
- Advanced AI Models: Integration with latest AI technologies
- Wearable Integration: Connection with health monitoring devices
- Predictive Analytics: Early detection of health changes
- Expanded Language Support: Multi-language assistance
- Mobile Applications: Dedicated mobile apps for family members
For technical support or questions about the system:
- Documentation: Comprehensive guides and tutorials
- Community Support: User community and forums
- Professional Support: Technical support team
- Training Resources: Caregiver training and education
This system is designed to:
- Improve Quality of Life: Enhanced daily living for individuals with Alzheimer's
- Reduce Caregiver Stress: Support for family members and caregivers
- Increase Safety: Proactive safety monitoring and emergency response
- Maintain Independence: Help individuals maintain their independence longer
- Strengthen Family Bonds: Facilitate meaningful family connections
Built with compassion and understanding for the unique challenges of Alzheimer's disease. This system represents a commitment to improving the lives of individuals with Alzheimer's and their families through innovative AI technology.