diff --git a/INSTALL.txt b/INSTALL.txt
deleted file mode 100644
index 11403796..00000000
--- a/INSTALL.txt
+++ /dev/null
@@ -1,14 +0,0 @@
-Thanks for downloading django-tagging.
-
-To install it, run the following command inside this directory:
-
-    python setup.py install
-
-Or if you'd prefer you can simply place the included ``tagging``
-directory somewhere on your Python path, or symlink to it from
-somewhere on your Python path; this is useful if you're working from a
-Subversion checkout.
-
-Note that this application requires Python 2.7 or later, and Django
-1.7 or later. You can obtain Python from http://www.python.org/ and
-Django from http://www.djangoproject.com/.
diff --git a/MANIFEST.in b/MANIFEST.in
index fe45f070..65cec68e 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,5 +1,4 @@
 include CHANGELOG.txt
-include INSTALL.txt
 include LICENSE.txt
 include MANIFEST.in
 include README.rst
diff --git a/README.rst b/README.rst
index 7c05874c..8a89c2f6 100644
--- a/README.rst
+++ b/README.rst
@@ -6,10 +6,11 @@ Django Tagging
 
 This is a generic tagging application for Django projects
 
-For installation instructions, see the file "INSTALL.txt" in this
-directory; for instructions on how to use this application, and on
-what it provides, see the file "overview.txt" in the "docs/"
-directory.
+http://django-tagging.readthedocs.org/
+
+Note that this application requires Python 2.7 or later, and Django
+1.7 or later. You can obtain Python from http://www.python.org/ and
+Django from http://www.djangoproject.com/.
 
 .. |travis-develop| image:: https://travis-ci.org/Fantomas42/django-tagging.png?branch=develop
    :alt: Build Status - develop branch
diff --git a/docs/overview.txt b/docs/index.rst
similarity index 100%
rename from docs/overview.txt
rename to docs/index.rst