Update app.py

app.py

@@ -1006,12 +1006,13 @@ class ResourceMonitor:
     @staticmethod
     def validate_deployment(file_path: str) -> (bool, str):
         try:
-            vm = psutil.virtual_memory()
+            # HARD-CODE: Use container RAM limits instead of host system memory
+            total_ram_mb = 18.0 * 1024  # 18GB total in MB
+            avail_ram_mb = 16.0 * 1024   # 16GB usable in MB
+            
             file_size_mb = os.path.getsize(file_path) / (1024**2)
-            total_ram_mb = vm.total / (1024**2)
-            avail_ram_mb = vm.available / (1024**2)
             
-            logger.info(f"Validation - Model: {file_size_mb:.1f}MB | Available RAM: {avail_ram_mb:.1f}MB | Total: {total_ram_mb:.1f}MB")
+            logger.info(f"Validation - Model: {file_size_mb:.1f}MB | Available RAM: {avail_ram_mb:.1f}MB | Total: {total_ram_mb:.1f}MB (HARD-CODED)")
             
             if file_size_mb > (total_ram_mb * RAM_LIMIT_PCT):
                 return False, f"Model size ({file_size_mb:.1f}MB) exceeds safety limit ({total_ram_mb * RAM_LIMIT_PCT:.1f}MB)."