Update to latest branch

Author: Nash0x7E2

…les/03_security_camera_example/README.md …les/04_security_camera_example/README.mdexamples/03_security_camera_example/README.md renamed to examples/04_security_camera_example/README.md examples/03_security_camera_example/README.md renamed to examples/04_security_camera_example/README.md

@@ -57,7 +57,7 @@ The AI assistant has access to:
 
 1. Navigate to this directory:
 ```bash
-cd examples/03_security_camera_example
+cd examples/04_security_camera_example
 ```
 
 2. Install dependencies using uv:

…s/03_security_camera_example/__init__.py …s/04_security_camera_example/__init__.pyexamples/03_security_camera_example/__init__.py renamed to examples/04_security_camera_example/__init__.py examples/03_security_camera_example/__init__.py renamed to examples/04_security_camera_example/__init__.py

@@ -99,7 +99,7 @@ def __init__(
         logger.info(f"📊 Time window: {time_window}s ({time_window // 60} minutes)")
         logger.info(f"🖼️ Thumbnail size: {thumbnail_size}x{thumbnail_size}")
 
-    def warmup(self):
+    async def warmup(self):
         """Load OpenCV Haar Cascade face detector."""
         try:
             cascade_path = cv2.data.haarcascades + "haarcascade_frontalface_default.xml"