diff --git a/src/redjack/sphinx/lua.py b/src/redjack/sphinx/lua.py
index 71c31a5..8bf3c12 100644
--- a/src/redjack/sphinx/lua.py
+++ b/src/redjack/sphinx/lua.py
@@ -18,7 +18,10 @@
 from sphinx.domains import Domain, ObjType, Index
 from sphinx.directives import ObjectDescription
 from sphinx.util.nodes import make_refnode
-from sphinx.util.compat import Directive
+try:
+    from docutils.parsers.rst import Directive
+except:
+    from sphinx.util.compat import Directive
 from sphinx.util.docfields import Field, GroupedField, TypedField