diff --git a/docs/yaml-config.rst b/docs/yaml-config.rst
index 3e0b11af789..f9e00b50ad7 100644
--- a/docs/yaml-config.rst
+++ b/docs/yaml-config.rst
@@ -2,7 +2,7 @@ Read the Docs YAML Config
 =========================
 
 Read the Docs now has support for configuring builds with a YAML file.
-The file, `readthedocs.yml`, must be in the root directory of your project.
+The file, `readthedocs.yml` (or `.readthedocs.yml`), must be in the root directory of your project.
 
 .. warning:: This feature is in a beta state.
              Please file an `issue`_ if you find anything wrong.
diff --git a/requirements/pip.txt b/requirements/pip.txt
index 225cb07865c..6c3a641e7c5 100644
--- a/requirements/pip.txt
+++ b/requirements/pip.txt
@@ -5,7 +5,7 @@ docutils==0.11
 Sphinx==1.3.5
 Pygments==2.0.2
 mkdocs==0.14.0
-git+https://github.com/rtfd/readthedocs-build.git@ef2d91962aeb5391f21245d1e3c311e33785649d#egg=readthedocs-build-2.0.6.dev
+git+https://github.com/rtfd/readthedocs-build.git@db4ad19df4f432bfbbd56d05964c58b6634356f3#egg=readthedocs-build-2.0.6.dev
 django==1.8.3
 
 django-tastypie==0.12.2