Update architecture.md

architecture.md

@@ -1,81 +1,68 @@
+# 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]
+        B[Edge Gateway & MQTT<br/>Data Validation/Protocol Convert]
-        B2[MQTT Broker<br/>Protocol Convert]
     end
     
-    %% Stream Processing
     subgraph "DataStreamX"
-        C1[Real-time Ingestion]
+        C[Stream Processing<br/>Pattern Detection/Enrichment]
-        C2[Pattern Detection]
-        C3[Data Enrichment]
     end
     
-    %% Event Streaming
+    subgraph "Kafka Streaming"
-    subgraph "Kafka"
+        D[Event Topics & Consumers<br/>sensor-data/alerts/commands]
-        D1[Event Topics<br/>sensor-data/alerts]
-        D2[Consumer Groups]
     end
     
-    %% AI Engine
+    subgraph "AI Engine"
-    subgraph "AI Processing"
+        E[Node.js/Python Agents<br/>Anomaly/Predictive/ML]
-        E1[Anomaly Detection]
+        F[Decision & Rule Engine<br/>Action Classification]
-        E2[Predictive Maintenance]
-        E3[Decision Engine]
     end
     
-    %% Actions
     subgraph "Actions"
-        F1{Critical?}
+        G{Critical Alert?}
-        F2[Emergency Stop]
+        H[Emergency Shutdown]
-        F3[Auto-Fix]
+        I[Auto-Fix & Control]
-        F4[Optimization]
+        J[Optimization]
     end
     
-    %% Notifications
+    subgraph "HookPilot Automation"
-    subgraph "HookPilot"
+        K[Webhook Receiver<br/>Workflow Engine]
-        G1[Workflow Engine]
+        L[Multi-channel Dispatch<br/>Template/Retry/APIs]
-        G2[Multi-channel<br/>Telegram/Email/Slack]
+    end
+    
+    subgraph "Notifications"
+        M[Telegram/Email/Slack<br/>SMS/WhatsApp/Push]
     end
     
-    %% Dashboard
     subgraph "React Dashboard"
-        H1[Real-time Monitor]
+        N[Real-time Monitor<br/>Analytics/Control Panel]
-        H2[Analytics]
-        H3[Control Panel]
     end
     
-    %% Storage
+    subgraph "Storage & Analytics"
-    subgraph "Storage"
+        O[Time Series/Event Store<br/>Config/User/ML Models]
-        I1[Time Series DB]
-        I2[Event Store]
     end
     
-    %% Learning Loop
+    subgraph "Learning Loop"
-    subgraph "ML Loop"
+        P[Performance Metrics<br/>Model Retraining/Tuning]
-        J1[Performance Metrics]
-        J2[Model Retraining]
     end
     
-    %% Connections
+    A --> B --> C --> D
-    A1 --> B1 --> B2 --> C1
+    D --> E --> F --> G
-    C1 --> C2 --> C3 --> D1
+    G -->|Yes| H
-    D1 --> D2 --> E1
+    G -->|No| I --> J
-    E1 --> E2 --> E3 --> F1
+    H --> K
-    F1 -->|Yes| F2
+    I --> K
-    F1 -->|No| F3 --> F4
+    J --> K
-    F2 --> G1
+    K --> L --> M
-    F3 --> G1
+    D --> N
-    F4 --> G1
+    F --> N
-    G1 --> G2
+    N --> I
-    D2 --> H1 --> H2
+    C --> O
-    H3 --> F3
+    F --> O
-    C3 --> I1
+    N --> P --> E
-    E3 --> I2
+```
-    H2 --> J1 --> J2 --> E1