diff --git a/MANIFEST.in b/MANIFEST.in
index 89233f4a..6b317bae 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,2 +1,3 @@
 include *.md
+include *.rst
 include LICENSE*
diff --git a/README.md b/README.md
index 796942b5..6f26894d 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ Video Scene Cut Detection and Analysis Tool
 
 [![Documentation Status](https://readthedocs.org/projects/pyscenedetect/badge/?version=latest)](http://pyscenedetect.readthedocs.org/en/latest/?badge=latest) [![PyPI Status](https://img.shields.io/pypi/status/PySceneDetect.svg)](https://pypi.python.org/pypi/PySceneDetect/) [![PyPI Version](https://img.shields.io/pypi/v/PySceneDetect.svg)](https://pypi.python.org/pypi/PySceneDetect/)  [![PyPI](https://img.shields.io/pypi/dm/PySceneDetect.svg)](https://pypi.python.org/pypi/PySceneDetect)  [![PyPI License](https://img.shields.io/pypi/l/PySceneDetect.svg)](http://pyscenedetect.readthedocs.org/en/latest/copyright/)
 
-### New Release: v0.3.3-beta (January 27, 2016)
+### New Release: v0.3.3 (January 27, 2016)
 
 Quick install; requires `numpy` and Python OpenCV `cv2` module, read [getting started guide](http://pyscenedetect.readthedocs.org/en/latest/examples/usage/) after install:
 
diff --git a/docs/download.md b/docs/download.md
index 2378cd3f..041c0f2b 100644
--- a/docs/download.md
+++ b/docs/download.md
@@ -17,7 +17,6 @@ sudo pip install pyscenedetect
 After installation, you can call PySceneDetect from any terminal/command prompt by typing `scenedetect` (try running `scenedetect --version` to verify that everything was installed correctly).  Alternatively, you can install PySceneDetect from the source archives below.
 
 
-
 <h3>Source (All Platforms) &nbsp; <span class="wy-text-neutral"><span class="fa fa-windows"></span> &nbsp; <span class="fa fa-linux"></span> &nbsp; <span class="fa fa-apple"></span></span></h3>
 
 <div class="important">
diff --git a/setup.cfg b/setup.cfg
index b88034e4..23e68480 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,2 +1,2 @@
 [metadata]
-description-file = README.md
+description-file = package-info.rst
diff --git a/setup.py b/setup.py
index 501a3143..699cf201 100644
--- a/setup.py
+++ b/setup.py
@@ -24,9 +24,9 @@ def get_requires():
 
 setup(
     name='PySceneDetect',
-    version='0.3.3',
+    version='0.3.3-0',
     description="A cross-platform, OpenCV-based video scene detection program and Python library. ",
-    long_description=open('README.md').read(),
+    long_description=open('package-info.rst').read(),
     author='Brandon Castellano',
     author_email='brandon248@gmail.com',
     url='https://github.com/Breakthrough/PySceneDetect',
@@ -38,7 +38,7 @@ def get_requires():
         #'VIDEOENC': ['moviepy']
     },
     packages=['scenedetect'],
-    package_data={'': ['../LICENSE*', '../USAGE.md']},
+    package_data={'': ['../LICENSE*', '../USAGE.md', '../package-info.rst']},
     #include_package_data = True,   # Only works with this line commented.
     #test_suite="unitest.py",
     entry_points={"console_scripts": ["scenedetect=scenedetect:main"]},