AI Architecture
Multi-agent AI system, memory architecture, and intelligent orchestration
Multi-Agent AI System
graph TB
User[👤 User Query]
DD[Domain Detector]
CR[Capability Router]
subgraph "Specialized Wellness Agents"
NA[🥗 Nutrition Agent]
EA[🏃 Exercise Agent]
SA[😴 Sleep Agent]
AA[😰 Anxiety Agent]
MA[🧘 Meditation Agent]
HA[💧 Hydration Agent]
CA[📅 Calendar Agent]
SH[🛒 Shopping Agent]
OA[⌚ Oura Agent]
GA[💬 General Agent]
end
MB[Message Bus<br/>A2A Communication]
LLM[🧠 Gemini 2.5 Flash<br/>6000 tokens, 0.7 temp]
subgraph "3-Tier Memory"
EP[Episodic Memory]
SM[Semantic Memory]
PM[Procedural Memory]
KG[Knowledge Graph]
end
subgraph "Intelligence Systems"
ENE[Energy Predictor]
MP[Meal Timing]
PAT[Pattern Engine]
IFA[IF Analyzer]
end
User --> DD
DD --> CR
CR --> NA
CR --> EA
CR --> SA
CR --> AA
CR --> MA
CR --> HA
CR --> CA
CR --> SH
CR --> OA
CR --> GA
NA --> MB
EA --> MB
SA --> MB
MB --> NA
MB --> EA
MB --> SA
NA --> LLM
EA --> LLM
SA --> LLM
LLM --> NA
LLM --> EA
LLM --> SA
NA <--> EP
NA <--> SM
NA <--> PM
NA <--> KG
NA --> ENE
NA --> MP
EA --> PAT
SA --> IFA
style User fill:#e3f2fd
style DD fill:#fff3e0
style CR fill:#f3e5f5
style NA fill:#c8e6c9
style EA fill:#c8e6c9
style SA fill:#c8e6c9
style LLM fill:#e1f5fe
style MB fill:#ffebee
style EP fill:#f0f4c3
style SM fill:#f0f4c3
style PM fill:#f0f4c3
style KG fill:#f0f4c318+ Specialized AI Agents
🥗 Nutrition Agent
Meal planning, food logging, macro tracking, recipe recommendations
🏃 Exercise Agent
Workout tracking, exercise recommendations, recovery analysis
😴 Sleep Agent
Sleep tracking, quality analysis, optimization recommendations
⌚ Oura Sleep Agent
Deep Oura Ring sleep data analysis and insights
😰 Anxiety Agent
Stress management, anxiety tracking, coping strategies
🧘 Meditation Agent
Mindfulness exercises, meditation guidance, stress relief
💧 Hydration Agent
Water intake tracking, hydration reminders, optimization
📅 Calendar Agent
Schedule optimization, event management, time blocking
🛒 Shopping Agent
Shopping lists, pantry management, meal prep planning
⌚ Oura Agent
Comprehensive Oura Ring biometric data integration
💬 General Agent
Fallback agent for general wellness queries
📱 Mobile Agents
Fast conversational and mobile-optimized agents
Intelligence Systems
⚡ Energy Predictor
Forecasts daily energy levels based on sleep, exercise, nutrition, and stress patterns
- • Hourly energy predictions
- • Multi-factor analysis
- • Time-period optimization
- • Proactive recommendations
🍽️ Meal Timing Predictor
Optimizes meal timing based on activity, goals, and preferences
- • Optimal meal windows
- • IF/TRE support
- • Macro timing optimization
- • Exercise-meal coordination
🔍 Pattern Engine
Identifies behavioral patterns and cross-domain correlations
- • Behavior pattern detection
- • Cross-domain correlation
- • Anomaly identification
- • Causality inference
⏱️ IF Intelligence Analyzer
Intermittent fasting tracking and optimization
- • Fasting window tracking
- • Eating window optimization
- • Performance correlation
- • Personalized recommendations