src/content/designing_and_building_an_ai_enhanced_cctv_system_at_home.md

@@ -175,7 +175,20 @@ Thank you, Dad. Your patience, muscle, and willingness to get your hands dirty m
 
 ### Bringing It All Together – The Architecture
 
-<img alt="CCTV Architecture" height="auto" width="100%" src="{attach}/images/CCTV_ARCH.png">
+```mermaid
+graph LR
+    L[Camera]
+    A[Camera] --> D[Frigate NVR]
+    D --> B[Frigate Object Detections]
+    B --> C[Send snapshot to Ollama -qwen3-vl-4b- for semantic search AI enhancement]
+    D --> E[Home Assistant -MQTT- ]
+    E --> F[ -MQTT- Object Detection from Frigate]
+    F --> G[Copy Image to Home Assistant]
+    G --> H[Send image to Ollama -qwen3-vl-2b- for context enhancement]
+    H --> I[Send response back via Matrix]
+    J[Camera]
+    K[Future Camera]
+```
 
 ---