diff --git a/src/codeflare_sdk/utils/generate_yaml.py b/src/codeflare_sdk/utils/generate_yaml.py
index 494234fa..bfbce859 100755
--- a/src/codeflare_sdk/utils/generate_yaml.py
+++ b/src/codeflare_sdk/utils/generate_yaml.py
@@ -619,6 +619,11 @@ def _create_oauth_sidecar_object(
 
 
 def write_components(user_yaml: dict, output_file_name: str):
+    # Create the directory if it doesn't exist
+    directory_path = os.path.dirname(output_file_name)
+    if not os.path.exists(directory_path):
+        os.makedirs(directory_path)
+
     components = user_yaml.get("spec", "resources")["resources"].get("GenericItems")
     open(output_file_name, "w").close()
     with open(output_file_name, "a") as outfile: