diff --git a/.github/workflows/build_docs.yml b/.github/workflows/build_docs.yml
new file mode 100644
index 0000000..4790cab
--- /dev/null
+++ b/.github/workflows/build_docs.yml
@@ -0,0 +1,16 @@
+on: push
+name: Build and deploy GH Pages
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    if: github.ref == 'refs/heads/main'
+    steps:
+      - name: checkout
+        uses: actions/checkout@v3.0.0
+      - name: build_and_deploy
+        uses: shalzz/zola-deploy-action@v0.16.1
+        env:
+          BUILD_DIR: documentation
+          # Target branch
+          PAGES_BRANCH: gh-pages
+          TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.gitmodules b/.gitmodules
new file mode 100644
index 0000000..9d5d41b
--- /dev/null
+++ b/.gitmodules
@@ -0,0 +1,3 @@
+[submodule "documentation"]
+	path = documentation
+	url = https://github.com/MTRNord/matrix-spam-ml-docs.git
diff --git a/documentation b/documentation
new file mode 160000
index 0000000..8afa4e1
--- /dev/null
+++ b/documentation
@@ -0,0 +1 @@
+Subproject commit 8afa4e178dafabd4a5a7a9397090e1072f7df351