diff --git a/.github/workflows/sphinx-docs-build.yml b/.github/workflows/sphinx-docs-build.yml
index 59241b6..bca4cec 100644
--- a/.github/workflows/sphinx-docs-build.yml
+++ b/.github/workflows/sphinx-docs-build.yml
@@ -13,10 +13,10 @@ jobs:
         with:
           # git is required to clone the docs theme
           # before custom requirement are resolved https://github.com/ammaraskar/sphinx-action/issues/16
-          pre-build-command: "sudo apt-get update -y && sudo apt-get install -y git && pip install . && pip install -r docs/requirements.txt" 
+          pre-build-command: "sudo apt-get update -y && sudo apt-get install -y git && pip install -r docs/requirements.txt" 
           build-command: "sphinx-build -b html source build"
           docs-folder: "docs/"
-      - uses: actions/upload-artifact@master
+      - uses: actions/upload-artifact@v2
         with:
           name: Documentation
-          path: docs/build/
+          path: docs/build/html/
diff --git a/docs/Makefile b/docs/Makefile
index d4bb2cb..92dd33a 100644
--- a/docs/Makefile
+++ b/docs/Makefile
@@ -5,7 +5,7 @@
 # from the environment for the first two.
 SPHINXOPTS    ?=
 SPHINXBUILD   ?= sphinx-build
-SOURCEDIR     = .
+SOURCEDIR     = source
 BUILDDIR      = _build
 
 # Put it first so that "make" without argument is like "make help".
diff --git a/docs/make.bat b/docs/make.bat
index 2119f51..447b8bd 100644
--- a/docs/make.bat
+++ b/docs/make.bat
@@ -7,7 +7,7 @@ REM Command file for Sphinx documentation
 if "%SPHINXBUILD%" == "" (
 	set SPHINXBUILD=sphinx-build
 )
-set SOURCEDIR=.
+set SOURCEDIR=source
 set BUILDDIR=_build
 
 if "%1" == "" goto help
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 64fd6bc..cd421a9 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -20,6 +20,7 @@
 import os
 import sys
 import sphinx_rtd_theme
+import quickvision
 
 PATH_HERE = os.path.abspath(os.path.dirname(__file__))
 PATH_ROOT = os.path.join(PATH_HERE, '..', '..')
@@ -104,3 +105,13 @@
     'Pillow': 'PIL',
     'opencv-python': 'cv2',
 }
+
+# only run doctests marked with a ".. doctest::" directive
+doctest_test_doctest_blocks = ''
+doctest_global_setup = """
+import importlib
+import os
+import torch
+import quickvision
+
+"""