🩺 HealthOSS: Multi-Agent Health Ecosystem (POC) HealthOSS is a Proof of Concept (POC) for an intelligent health and wellness management platform. It utilizes a Multi-Agent Supervisor Architecture to provide specialized assistance across various pillars of health, from physical fitness to financial wellness.
Instead of a single "catch-all" chatbot, HealthOSS employs a team of specialized ReAct Agents orchestrated by a central Supervisor, ensuring high accuracy and context-aware responses.
🚀 Core Functionalities The system is divided into specialized domains, each managed by a dedicated AI agent:
- 🍱 Nutrition Agent Purpose: Expert guidance on diet and meal planning.
Capabilities: Analyzes caloric intake, suggests macro-balanced meals, and provides nutritional breakdowns for various food items.
- 🏋️ Fitness Agent Purpose: Personal training and exercise optimization.
Capabilities: Recommends workout routines, explains proper exercise form, and tracks physical activity goals.
- 😴 Sleep Agent Purpose: Recovery and circadian rhythm management.
Capabilities: Offers insights into sleep hygiene, analyzes sleep patterns, and provides tips for better overnight recovery.
- 🧘 Wellness Agent Purpose: Holistic health and mental well-being.
Capabilities: Guides users through mindfulness practices, stress management techniques, and supplement information.
- 💰 Health Spending Tracker Purpose: Financial oversight of health-related expenses.
Capabilities: Logs Natural Language User input into a backend PostgreSQL DB, along with automatically mapped category
🏗️ System Architecture The project is built using a Supervisor-Worker pattern:
The Supervisor: Acts as the "Brain." It receives user input, determines which specialist is best suited for the task, and routes the query.
The Agents (Workers): Built using langgraph.prebuilt.create_react_agent, these agents have access to specific tools (like the database) to perform actions.
State Management: Uses InMemorySaver to maintain conversation history across different agents, allowing for a seamless user experience.