diff --git a/diqu/utils/module.py b/diqu/utils/module.py
index 2cacb34..882f4e6 100644
--- a/diqu/utils/module.py
+++ b/diqu/utils/module.py
@@ -1,8 +1,9 @@
-from importlib import import_module
+from importlib import import_module, util
+import sys
 from types import ModuleType
 
 from diqu.utils import exception
-
+from diqu.utils.log import logger
 
 def load_module(name: str, package: str = "diqu") -> ModuleType:
     """Import the module dynamically
@@ -16,5 +17,18 @@ def load_module(name: str, package: str = "diqu") -> ModuleType:
     Returns:
         ModuleType: Imported module
     """
-    with exception.handle_module_errors(name, f"{package}.{name}"):
-        return import_module(name=f".{name}", package=package)
+    module_name = f"{package}.{name}"
+    with exception.handle_module_errors(name, module_name):
+        try:
+            mod = import_module(name=f".{name}", package=package)
+        except:
+            mod = None
+            logger.debug(f"Import {module_name} module failed, trying local path...")
+        
+        if not mod:
+            spec = util.spec_from_file_location(module_name, f"{package.replace('.', '/')}/{name}.py")
+            mod = util.module_from_spec(spec)
+            sys.modules[module_name] = mod
+            spec.loader.exec_module(mod)
+    
+    return mod