diff --git a/README.rst b/README.rst
index 6791e7f..aadf02a 100644
--- a/README.rst
+++ b/README.rst
@@ -11,15 +11,15 @@ jedi-vim is a is a VIM binding to the awesome autocompletion library *Jedi*.
 
 Here are some pictures:
 
-.. image:: https://github.com/davidhalter/jedi/raw/master/screenshot_complete.png
+.. image:: https://github.com/davidhalter/jedi/raw/master/docs/_screenshots/screenshot_complete.png
 
 Completion for almost anything (Ctrl+Space).
 
-.. image:: https://github.com/davidhalter/jedi/raw/master/screenshot_function.png
+.. image:: https://github.com/davidhalter/jedi/raw/master/docs/_screenshots/screenshot_function.png
 
 Display of function/class bodies, docstrings.
 
-.. image:: https://github.com/davidhalter/jedi/raw/master/screenshot_pydoc.png
+.. image:: https://github.com/davidhalter/jedi/raw/master/docs/_screenshots/screenshot_pydoc.png
 
 Pydoc support (with highlighting, Shift+k).
 
diff --git a/jedi b/jedi
index 17bec92..23f36c8 160000
--- a/jedi
+++ b/jedi
@@ -1 +1 @@
-Subproject commit 17bec929bbce6dbfed758ab8d9114936be766d87
+Subproject commit 23f36c86d7d7c5b890fef9eb9eb46cd1fe553329