Multi-Agentic_Health_Assistant

<h1 align="center">Multi-Agentic Health Assistant</h1>
<p align="center">A comprehensive wellness platform powered by AI agents for personalised health management.</p>

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<p align="center">
  <img src="data/virtualhealth.png" alt="Virtual Health Assistant" >
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## 📋 Overview

The Multi-Agentic Health Assistant is an innovative wellness platform that combines the power of multiple Large Language Models (LLMs) and vision models to provide personalized support for physical and mental well-being. The system integrates three specialised AI agents that work together to deliver comprehensive health management through diet tracking, exercise planning, and mental health support.

## 🏗️ System Architecture

The platform utilises a multi-agent architecture with three specialised LLM agents, each designed for specific health domains:

### 🧠 Mental Health Agent
**Knowledge-based system** for emotional support and mental wellness.

- Daily check-ins and emotional support
- Guided journaling and motivational prompts
- Sentiment analysis and emotion classification
- Secure conversation memory with a flagging system
- Long-term interaction tracking

### 🥗 Diet Agent
**Vision-enabled system** for nutrition analysis and meal planning.

- Meal planning and nutritional suggestions
- Vision-based analysis of food photos
- Nutrient breakdown and diet goal comparison
- Dietary preference accommodation
- Calorie and macro tracking

### 💪 Exercise Agent
**Database-driven system** for fitness planning and tracking.

- Personalised workout routine generation
- Workout completion and calorie tracking
- Weekly difficulty and goal adjustments
- Performance data logging
- Progress monitoring and analytics

## 🌟 Key Features

**Unified Web Interface:** Streamlit/Flask based frontend with intuitive navigation  
**Multi-Modal AI:** Integration of text and vision models for comprehensive analysis  
**Personalised Recommendations:** Tailored advice based on individual profiles and goals