diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index f41f954..9eb3d6d 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,23 +1,54 @@
 stages:
+  - build
   - test
-  - package
+  - deploy
+
+# 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:
-  - pip install -r requirements.txt
+  - python38 -V  # Print out python version for debugging
+  - pip install virtualenv
+  - virtualenv venv
+  - source venv/bin/activate
 
-test_scraper:
+build_zeo:
+  stage: build
+  tags:
+    - shell
+  script:
+    - docker build -t zeo:5.2.0 src/zeo
+
+build_flask:
+  stage: build
+  tags:
+    - shell
+  script:
+    - docker build -t webui:1.0 src/webui
+
+build_api:
+  stage: build
+  tags:
+    - shell
+  script:
+    - echo "Build api image"
+
+tests:
   stage: test
   tags:
-    - python
-  script: 
-    - cd src
-    - python3.7 -m scraper
-    
-
-build_package:
-  stage: package
-  tags:
-    - python
-  script: 
-    - cd src
-    - python3.7 setup.py
\ No newline at end of file
+    - docker
+  image: webui:1.0
+  services:
+    - zeo:5.2.0
diff --git a/src/zeo/__init__.py b/src/zeo/__init__.py
deleted file mode 100644
index e69de29..0000000