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architecture.md
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architecture.md
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# COGNITIVE AI MANUFACTURING AGENT (IOT INDUSTRY AUTOMATION)
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```mermaid
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graph TB
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%% IoT Device Layer
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subgraph "IoT Device Layer"
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A1[Temperature Sensors<br/>°C Monitoring]
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A2[Pressure Sensors<br/>Bar/PSI Readings]
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A3[Vibration Sensors<br/>Accelerometer Data]
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A4[Flow Sensors<br/>Liquid/Gas Flow]
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A5[Proximity Sensors<br/>Position Detection]
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A6[Current Sensors<br/>Power Consumption]
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A7[Speed Sensors<br/>RPM Monitoring]
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A8[Level Sensors<br/>Tank/Container Levels]
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%% IoT Sensors
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subgraph "IoT Sensors"
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A1[Temp/Pressure/Vibration<br/>Flow/Speed/Level]
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end
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%% Edge Computing Layer
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subgraph "Edge Computing Layer"
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B1[Edge Gateway<br/>Local Processing]
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B2[Data Validation<br/>Quality Checks]
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B3[Local Cache<br/>Temporary Storage]
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B4[Protocol Conversion<br/>Modbus/OPC-UA to MQTT]
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%% Edge Processing
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subgraph "Edge Layer"
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B1[Edge Gateway<br/>Data Validation]
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B2[MQTT Broker<br/>Protocol Convert]
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end
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%% Communication Protocol Layer
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subgraph "MQTT Communication Layer"
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C1[MQTT Broker<br/>Message Distribution]
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C2[Topic Management<br/>Sensor/alerts/commands]
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C3[QoS Handling<br/>Message Reliability]
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C4[Security Layer<br/>TLS/SSL Encryption]
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%% Stream Processing
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subgraph "DataStreamX"
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C1[Real-time Ingestion]
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C2[Pattern Detection]
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C3[Data Enrichment]
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end
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%% DataStreamX Processing Layer
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subgraph "DataStreamX (Apache StreamPipes)"
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D1[Data Ingestion<br/>Real-time Collection]
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D2[Stream Processing<br/>Data Transformation]
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D3[Data Enrichment<br/>Context Addition]
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D4[Pattern Detection<br/>Anomaly Identification]
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D5[Data Routing<br/>Multiple Destinations]
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D6[Buffer Management<br/>Peak Load Handling]
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%% Event Streaming
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subgraph "Kafka"
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D1[Event Topics<br/>sensor-data/alerts]
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D2[Consumer Groups]
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end
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%% Apache Kafka Event Streaming
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subgraph "Apache Kafka Event Streaming"
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E1[Producer API<br/>Event Publishing]
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E2[Topic Partitions<br/>sensor-data<br/>alerts<br/>commands<br/>system-logs]
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E3[Consumer Groups<br/>AI Agents<br/>Dashboard<br/>Archive]
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E4[Event Store<br/>Message Persistence]
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E5[Stream Processing<br/>Kafka Streams]
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%% AI Engine
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subgraph "AI Processing"
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E1[Anomaly Detection]
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E2[Predictive Maintenance]
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E3[Decision Engine]
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end
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%% AI Processing Engine
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subgraph "AI Processing Engine"
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F1[Node.js AI Agent<br/>Real-time Processing]
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F2[Python AI Agent<br/>ML Analytics]
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F3[Anomaly Detection<br/>Statistical Models]
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F4[Predictive Maintenance<br/>Failure Prediction]
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F5[Pattern Recognition<br/>Trend Analysis]
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F6[Decision Tree<br/>Action Classification]
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F7[Machine Learning<br/>Continuous Learning]
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F8[Rule Engine<br/>Business Logic]
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%% Actions
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subgraph "Actions"
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F1{Critical?}
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F2[Emergency Stop]
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F3[Auto-Fix]
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F4[Optimization]
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end
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%% Decision & Action Layer
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subgraph "Decision & Action Layer"
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G1{Critical Alert?}
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G2{Self-Healing Enabled?}
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G3[Emergency Shutdown<br/>Safety Protocol]
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G4[Auto-Fix Actions<br/>Parameter Adjustment]
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G5[Equipment Control<br/>Start/Stop/Adjust]
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G6[Maintenance Schedule<br/>Preventive Actions]
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G7[Optimization<br/>Performance Tuning]
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%% Notifications
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subgraph "HookPilot"
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G1[Workflow Engine]
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G2[Multi-channel<br/>Telegram/Email/Slack]
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end
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%% HookPilot Notification System
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subgraph "HookPilot (ActivePieces) Automation"
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H1[Webhook Receiver<br/>Event Processing]
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H2[Workflow Engine<br/>Automation Rules]
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H3[Multi-channel Dispatch<br/>Notification Routing]
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H4[Template Engine<br/>Message Formatting]
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H5[Retry Mechanism<br/>Delivery Guarantee]
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H6[Integration APIs<br/>Third-party Services]
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%% Dashboard
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subgraph "React Dashboard"
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H1[Real-time Monitor]
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H2[Analytics]
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H3[Control Panel]
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end
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%% External Notification Channels
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subgraph "External Notification Channels"
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I1[Telegram Bot<br/>Instant Alerts]
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I2[Email System<br/>SMTP Delivery]
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I3[Slack Integration<br/>Team Notifications]
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I4[SMS Gateway<br/>Critical Alerts]
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I5[WhatsApp API<br/>Mobile Alerts]
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I6[Custom Webhooks<br/>API Endpoints]
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I7[Mobile Push<br/>App Notifications]
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%% Storage
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subgraph "Storage"
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I1[Time Series DB]
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I2[Event Store]
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end
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%% React Dashboard Interface
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subgraph "React Dashboard Interface"
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J1[Real-time Monitoring<br/>Live Data Display]
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J2[System Overview<br/>Health Status]
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J3[Alert Management<br/>Acknowledge/Dismiss]
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J4[Analytics Dashboard<br/>Charts & Graphs]
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J5[Device Configuration<br/>Settings Panel]
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J6[User Management<br/>Access Control]
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J7[Historical Reports<br/>Trend Analysis]
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J8[Control Panel<br/>Manual Override]
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%% Learning Loop
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subgraph "ML Loop"
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J1[Performance Metrics]
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J2[Model Retraining]
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end
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%% Data Storage Layer
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subgraph "Data Storage & Analytics"
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K1[Time Series Database<br/>Sensor History]
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K2[Event Store<br/>Action Logs]
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K3[Configuration DB<br/>System Settings]
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K4[User Database<br/>Authentication]
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K5[ML Model Store<br/>Trained Models]
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K6[Backup System<br/>Data Recovery]
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end
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%% Feedback Loop
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subgraph "Feedback & Learning Loop"
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L1[Performance Metrics<br/>System KPIs]
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L2[Model Retraining<br/>Continuous Learning]
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L3[Threshold Adjustment<br/>Dynamic Tuning]
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L4[Rule Optimization<br/>Logic Refinement]
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end
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%% Data Flow Connections
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A1 --> B1
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A2 --> B1
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A3 --> B1
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A4 --> B1
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A5 --> B2
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A6 --> B2
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A7 --> B3
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A8 --> B4
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B1 --> C1
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B2 --> C2
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B3 --> C3
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B4 --> C4
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C1 --> D1
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C2 --> D2
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C3 --> D3
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C4 --> D4
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D1 --> D5
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D2 --> D5
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D3 --> D6
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D4 --> E1
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D5 --> E1
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D6 --> E1
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E1 --> E2
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E2 --> E3
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E3 --> F1
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E3 --> F2
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E4 --> E5
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E5 --> F7
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F1 --> F3
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F2 --> F4
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F3 --> F6
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F4 --> F5
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F5 --> F8
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F6 --> G1
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F7 --> F8
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F8 --> G1
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G1 -->|Yes| G3
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G1 -->|No| G2
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G2 -->|Yes| G4
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G2 -->|No| H1
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G3 --> H1
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G4 --> G5
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G4 --> G6
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G5 --> G7
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G6 --> H1
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G7 --> H1
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H1 --> H2
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H2 --> H3
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H3 --> H4
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H4 --> H5
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H5 --> H6
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H6 --> I1
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H6 --> I2
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H6 --> I3
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H6 --> I4
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H6 --> I5
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H6 --> I6
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H6 --> I7
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E3 --> J1
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F8 --> J2
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H2 --> J3
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K1 --> J4
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G5 --> J5
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K4 --> J6
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K2 --> J7
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J8 --> G5
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D5 --> K1
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G5 --> K2
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J5 --> K3
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J6 --> K4
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F7 --> K5
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K1 --> K6
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K2 --> K6
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J1 --> L1
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K1 --> L2
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F8 --> L3
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G7 --> L4
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L1 --> L2
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L2 --> F7
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L3 --> F8
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L4 --> G7
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%% Styling
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style A1 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
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style A2 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
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style A3 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
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style A4 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
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style A5 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
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style A6 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
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style A7 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
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style A8 fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
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style D1 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
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style D2 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
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style D3 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
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style D4 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
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style D5 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
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style D6 fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px
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style F1 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
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style F2 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
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style F3 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
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style F4 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
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style F5 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
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style F6 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
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style F7 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
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style F8 fill:#fff3e0,stroke:#f57c00,stroke-width:2px
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style H1 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
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style H2 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
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style H3 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
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style H4 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
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style H5 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
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style H6 fill:#e8f5e8,stroke:#388e3c,stroke-width:2px
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style J1 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
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style J2 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
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style J3 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
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style J4 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
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style J5 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
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style J6 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
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style J7 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
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style J8 fill:#fce4ec,stroke:#c2185b,stroke-width:2px
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style G1 fill:#ffebee,stroke:#d32f2f,stroke-width:3px
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style G2 fill:#ffebee,stroke:#d32f2f,stroke-width:3px
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```
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%% Connections
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A1 --> B1 --> B2 --> C1
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C1 --> C2 --> C3 --> D1
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D1 --> D2 --> E1
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E1 --> E2 --> E3 --> F1
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F1 -->|Yes| F2
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F1 -->|No| F3 --> F4
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F2 --> G1
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F3 --> G1
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F4 --> G1
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G1 --> G2
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D2 --> H1 --> H2
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H3 --> F3
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C3 --> I1
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E3 --> I2
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H2 --> J1 --> J2 --> E1
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