diff --git a/pkgs/swarmauri/swarmauri/importer.py b/pkgs/swarmauri/swarmauri/importer.py
index bc41c058..84674e40 100644
--- a/pkgs/swarmauri/swarmauri/importer.py
+++ b/pkgs/swarmauri/swarmauri/importer.py
@@ -24,6 +24,11 @@ def find_spec(self, fullname, path, target=None):
             if parent and parent not in sys.modules:
                 print(f"Parent module '{parent}' not found. Cannot create namespace module: {fullname}")
                 return None
+            
+            # Check if the module is an expected namespace component
+            if fullname not in REGISTRY and fullname.count(".") > 1:
+                print(f"Invalid namespace module: {fullname}")
+                return None
 
             print(f"Creating placeholder for namespace module: {fullname}")
             spec = ModuleSpec(fullname, self)