diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000..4de9b84
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,26 @@
+default:
+  image: python:3.6
+
+variables:
+  PIP_CACHE_DIR: "$CI_PROJECT_DIR/.cache/pip"
+
+cache:
+  paths:
+    - .cache/pip
+    - venv/
+
+before_script:
+  - python -m venv venv
+  - source venv/bin/activate
+  - export PYTHONPATH=PYTHONPATH:.
+  - pip install -r requirements.txt
+  - python -m spacy download de_core_news_lg
+  - apt update -y
+  - apt-get install cpanminus -y
+  - cpanm https://github.com/KorAP/KorAP-XML-CoNLL-U.git
+
+test-job:
+  stage: test
+  script:
+    - mkdir logs
+    - korapxml2conllu rei.zip  | python ./systems/parse_spacy_pipe.py  | conllu2korapxml > rei.spacy.zip