diff --git a/jedi/api/replstartup.py b/jedi/api/replstartup.py
index 5bfcc8ce..b2dfdcfe 100644
--- a/jedi/api/replstartup.py
+++ b/jedi/api/replstartup.py
@@ -11,8 +11,8 @@ Then you will be able to use Jedi completer in your Python interpreter::
     [GCC 4.6.1] on linux2
     Type "help", "copyright", "credits" or "license" for more information.
     >>> import os
-    >>> os.path.join().split().in<TAB>                     # doctest: +SKIP
-    os.path.join().split().index   os.path.join().split().insert
+    >>> os.path.join('a', 'b').split().in<TAB>            # doctest: +SKIP
+    ...dex   os.path.join().split().insert
 
 """
 import jedi.utils
diff --git a/jedi/utils.py b/jedi/utils.py
index 12b36b76..3e924a73 100644
--- a/jedi/utils.py
+++ b/jedi/utils.py
@@ -108,6 +108,11 @@ def setup_readline(namespace_module=__main__):
                 return None
 
     try:
+        # Need to import this one as well to make sure it's executed before
+        # this code. This didn't use to be an issue until 3.3. Starting with
+        # 3.4 this is different, it always overwrites the completer if it's not
+        # already imported here.
+        import rlcompleter
         import readline
     except ImportError:
         print("Jedi: Module readline not available.")