Update model.py

model.py

@@ -1,3 +1,29 @@
+import os
+import sys
+import subprocess
+
+# Get script's absolute directory path
+script_dir = os.path.dirname(os.path.abspath(__file__))
+requirements_path = os.path.join(script_dir, "requirements.txt")
+
+# Install with path validation
+try:
+    subprocess.check_call([
+        sys.executable,
+        "-m", 
+        "pip",
+        "install",
+        "-r",
+        requirements_path
+    ])
+except subprocess.CalledProcessError as e:
+    print(f"Installation failed with error code {e.returncode}")
+    sys.exit(1)
+except FileNotFoundError:
+    print(f"requirements.txt not found at: {requirements_path}")
+    sys.exit(1)
+
+
 import numpy as np
 import triton_python_backend_utils as pb_utils
 from omnicloudmask import predict_from_array