diff --git a/babel-django.cfg b/babel-django.cfg
index db1c9d55f4..f5e77263fb 100644
--- a/babel-django.cfg
+++ b/babel-django.cfg
@@ -1,6 +1,3 @@
-[extractors]
-django = django_babel.extract:extract_django
-
 [python: **.py]
 [django: **/templates/**.html]
 [django: **/templates/**.csv]
diff --git a/babel-djangojs.cfg b/babel-djangojs.cfg
index a8273b623e..f51212ad7a 100644
--- a/babel-djangojs.cfg
+++ b/babel-djangojs.cfg
@@ -1,10 +1,3 @@
-[extractors]
-# We use a custom extractor to find translatable strings in AngularJS
-# templates. The extractor is included in horizon.utils for now.
-# See http://babel.pocoo.org/docs/messages/#referencing-extraction-methods for
-# details on how this works.
-angular = horizon.utils.babel_extract_angular:extract_angular
-
 [javascript: **.js]
 
 # We need to look into all static folders for HTML files.
diff --git a/setup.cfg b/setup.cfg
index e112c44d35..0ed816195f 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -54,3 +54,8 @@ add_comments = Translators:
 [entry_points]
 oslo.config.opts =
     openstack_dashboard = openstack_dashboard.utils.config:list_options
+# We use a custom extractor to find translatable strings in AngularJS templates.
+# See http://babel.pocoo.org/docs/messages/#referencing-extraction-methods for
+# details on how this works.
+babel.extractors =
+    angular = horizon.utils.babel_extract_angular:extract_angular