diff --git a/docs/source/conf.py b/docs/source/conf.py
index 5e59a83c9..19a3db991 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -7,9 +7,9 @@
 
 # Build documentation for the following tags and branches
 TAGS = []
-BRANCHES = ['master', 'branch-3.1', 'branch-3.2', 'branch-3.3']
+BRANCHES = ['master', 'branch-3.2', 'branch-3.3', 'branch-3.4']
 # Set the latest version.
-LATEST_VERSION = 'branch-3.3'
+LATEST_VERSION = 'branch-3.4'
 # Set which versions are not released yet.
 UNSTABLE_VERSIONS = ['master']
 # Set which versions are deprecated