diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml
new file mode 100644
index 0000000..368602a
--- /dev/null
+++ b/.github/workflows/doc.yml
@@ -0,0 +1,45 @@
+name: deploy-book
+
+# Only run this when the master branch changes
+on:
+  push:
+    branches:
+    - main
+
+# This job installs dependencies, builds the book, and pushes it to `gh-pages`
+jobs:
+  deploy-book:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v2
+
+    # Install dependencies
+    - name: Set up Python 3.8
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.8
+
+    - name: Run image
+      uses: abatilo/actions-poetry@v2
+      with:
+        poetry-version: 1.4.2
+    
+    - name: Install dependencies
+      run: |
+        poetry install
+    
+    - name: Sphinx APIDoc
+      run: |
+        poetry run sphinx-apidoc -f -o jupyter-book/_api/ ai2_kit/ --separate
+
+    # Build the book
+    - name: Build the book
+      run: |
+        poetry run jupyter-book build jupyter-book/
+
+    # Push the book's HTML to github-pages
+    - name: GitHub Pages action
+      uses: peaceiris/actions-gh-pages@v3.6.1
+      with:
+        github_token: ${{ secrets.GITHUB_TOKEN }}
+        publish_dir: jupyter-book/_build/html
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