diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index ba2dab8ca..3bce8e0f6 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -25,6 +25,30 @@ jobs:
           mypy pyteal
           python3 -c "import pyteal" scripts/generate_init.py --check
           black --check .
+  build-docset:
+    runs-on: ubuntu-20.04
+    container: python:3.9  # Needs `make`, can't be slim
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+      - name: Install pip dependencies
+        run: |
+          pip install -r requirements.txt
+          pip install -r docs/requirements.txt
+          pip install doc2dash
+      - name: Make docs
+        run: |
+          cd docs
+          make html
+          doc2dash --name pyteal --index-page index.html --online-redirect-url https://pyteal.readthedocs.io/en/ _build/html
+          tar -czvf pyteal.docset.tar.gz pyteal.docset
+      - name: Archive docset
+        uses: actions/upload-artifact@v2
+        with:
+          name: pyteal.docset
+          path: docs/pyteal.docset.tar.gz
   upload-to-pypi:
     runs-on: ubuntu-20.04
     needs: ['build-test']