diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 8b345953..071e3373 100755
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,9 +1,52 @@
+# This file is a template, and might need editing before it works on your project.
+# Official language image. Look for the different tagged releases at:
+# https://hub.docker.com/r/library/python/tags/
+image: python:latest
+
+# Change pip's cache directory to be inside the project directory since we can
+# only cache local items.
+variables:
+  PIP_CACHE_DIR: "$CI_PROJECT_DIR/.cache/pip"
+
+# Pip's cache doesn't store the python packages
+# https://pip.pypa.io/en/stable/reference/pip_install/#caching
+#
+# If you want to also cache the installed packages, you have to install
+# them in a virtualenv and cache it as well.
+cache:
+  paths:
+    - .cache/pip
+    - venv/
+
+before_script:
+  - python -V  # Print out python version for debugging
+  - pip install virtualenv
+  - virtualenv venv
+  - source venv/bin/activate
+
 test:
-  image: python
   script:
-  - apt-get update -qy
-  - apt-get install -y tor
-  - pip3 install --require-hashes -r requirements.txt
-  - pip3 install --require-hashes -r requirements-notifications.txt
-  - python3 --version
-  - make test
+    - python setup.py test
+    - pip install tox flake8  # you can also use tox
+    - tox -e py36,flake8
+
+run:
+  script:
+    - python setup.py bdist_wheel
+    # an alternative approach is to install and run:
+    - pip install dist/*
+    # run the command here
+  artifacts:
+    paths:
+      - dist/*.whl
+
+pages:
+  script:
+    - pip install sphinx sphinx-rtd-theme
+    - cd doc ; make html
+    - mv build/html/ ../public/
+  artifacts:
+    paths:
+      - public
+  only:
+    - master