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HealthPath is an innovative web application designed to empower diabetes patients by simplifying their health management journey. With features like a 3D assistant, personalized chatbot, glucose level tracking, and much more, HealthPath offers a comprehensive solution for diabetes care.
"Technology becomes truly useful when it addresses real human needs. HealthPath bridges the gap between advanced AI and everyday healthcare management."
💡 Features
1. 3D Avatar Assistant
The 3D Avatar Assistant provides real-time support for diabetes management using cutting-edge AI technologies for an engaging and intuitive experience.
Key Features and How They Work:
- Accurate Question-Answering: Uses Azure OpenAI GPT-4 and Azure AI Search to retrieve diabetes-specific information, optimized with Azure OpenAI Text Embedding for precise responses.
- Natural Communication: Converts speech to text via Azure Speech Service, processes queries, and delivers human-like responses through Text-to-Speech, synchronized with a 3D avatar.
- Interactive 3D Experience: A lifelike Azure Avatar enhances engagement with realistic expressions and gestures, making interactions seamless and user-friendly.
2. Personalized Chatbot
The Personalized Chatbot in HealthPath leverages advanced AI to deliver tailored diabetes management support, making everyday decision-making easier for users.
Key Features and How They Work:
- Meal Analysis and Feedback: Users upload meal photos, and the chatbot analyzes them to determine safety for their condition. Powered by Text-Embedding-3-Large for semantic understanding of meal data.
- Insulin Dosage Calculation: Provides dosage suggestions using the formula: CHO Insulin Dose = (Total grams of CHO in meal) / (Grams of CHO disposed by 1 unit of insulin). Ensures accurate and actionable recommendations.
- Contextual and Structured Interactions: Uses LangChain's memory for retaining context and LangChain's schema for structured, personalized conversations. GPT-4o ensures responses are accurate and conversational.
3. Glucose Level Tracking
Tracks glucose levels in real time using Continuous Glucose Monitoring (CGM) integration. Displays glucose trends by day or hour for better visualization.
4. Glucose Management Report
Generates a detailed report with overview of glucose control, key patterns and trends, and recommendations for improved management.
5. Appointment Scheduling
Includes a calendar feature to book and manage appointments for diabetes care.
6. Diabetes Care Blogs
Provides curated articles on the latest developments in diabetes management.
7. Proactive Alerts
Notifies users about glucose trends and recommended actions to stay ahead of potential issues.
