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# Cognitive AI Manufacturing Agent (IoT Industry Automation)
```mermaid
graph TB
%% IoT Sensors
subgraph "IoT Sensors"
A1[Temp/Pressure/Vibration<br/>Flow/Speed/Level]
A[Temp/Pressure/Vibration<br/>Flow/Speed/Level/Current]
end
%% Edge Processing
subgraph "Edge Layer"
B1[Edge Gateway<br/>Data Validation]
B2[MQTT Broker<br/>Protocol Convert]
B[Edge Gateway & MQTT<br/>Data Validation/Protocol Convert]
end
%% Stream Processing
subgraph "DataStreamX"
C1[Real-time Ingestion]
C2[Pattern Detection]
C3[Data Enrichment]
C[Stream Processing<br/>Pattern Detection/Enrichment]
end
%% Event Streaming
subgraph "Kafka"
D1[Event Topics<br/>sensor-data/alerts]
D2[Consumer Groups]
subgraph "Kafka Streaming"
D[Event Topics & Consumers<br/>sensor-data/alerts/commands]
end
%% AI Engine
subgraph "AI Processing"
E1[Anomaly Detection]
E2[Predictive Maintenance]
E3[Decision Engine]
subgraph "AI Engine"
E[Node.js/Python Agents<br/>Anomaly/Predictive/ML]
F[Decision & Rule Engine<br/>Action Classification]
end
%% Actions
subgraph "Actions"
F1{Critical?}
F2[Emergency Stop]
F3[Auto-Fix]
F4[Optimization]
G{Critical Alert?}
H[Emergency Shutdown]
I[Auto-Fix & Control]
J[Optimization]
end
%% Notifications
subgraph "HookPilot"
G1[Workflow Engine]
G2[Multi-channel<br/>Telegram/Email/Slack]
subgraph "HookPilot Automation"
K[Webhook Receiver<br/>Workflow Engine]
L[Multi-channel Dispatch<br/>Template/Retry/APIs]
end
subgraph "Notifications"
M[Telegram/Email/Slack<br/>SMS/WhatsApp/Push]
end
%% Dashboard
subgraph "React Dashboard"
H1[Real-time Monitor]
H2[Analytics]
H3[Control Panel]
N[Real-time Monitor<br/>Analytics/Control Panel]
end
%% Storage
subgraph "Storage"
I1[Time Series DB]
I2[Event Store]
subgraph "Storage & Analytics"
O[Time Series/Event Store<br/>Config/User/ML Models]
end
%% Learning Loop
subgraph "ML Loop"
J1[Performance Metrics]
J2[Model Retraining]
subgraph "Learning Loop"
P[Performance Metrics<br/>Model Retraining/Tuning]
end
%% Connections
A1 --> B1 --> B2 --> C1
C1 --> C2 --> C3 --> D1
D1 --> D2 --> E1
E1 --> E2 --> E3 --> F1
F1 -->|Yes| F2
F1 -->|No| F3 --> F4
F2 --> G1
F3 --> G1
F4 --> G1
G1 --> G2
D2 --> H1 --> H2
H3 --> F3
C3 --> I1
E3 --> I2
H2 --> J1 --> J2 --> E1
A --> B --> C --> D
D --> E --> F --> G
G -->|Yes| H
G -->|No| I --> J
H --> K
I --> K
J --> K
K --> L --> M
D --> N
F --> N
N --> I
C --> O
F --> O
N --> P --> E
```