diff --git a/setup.cfg b/setup.cfg
index 59050cd..3b13b60 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -25,6 +25,11 @@
 scripts =
     bin/tempest
 
+[build_sphinx]
+all_files = 1
+build-dir = doc/build
+source-dir = doc/source
+
 [nosetests]
 # NOTE(jkoelker) To run the test suite under nose install the following
 #                coverage http://pypi.python.org/pypi/coverage