diff --git a/.github/workflows/documentation.yml b/.github/workflows/documentation.yml
index 0772402..1e63e92 100644
--- a/.github/workflows/documentation.yml
+++ b/.github/workflows/documentation.yml
@@ -1,27 +1,24 @@
-name: documentation
+name: "Sphinx: Render docs"
 
-on: [push, pull_request, workflow_dispatch]
-
-permissions:
-  contents: write
+on: push
 
 jobs:
-  docs:
+  build:
     runs-on: ubuntu-latest
+    permissions:
+      contents: write
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v3
-      - name: Install dependencies
-        run: |
-          pip install sphinx furo sphinx-changelog 
-      - name: Sphinx build
-        run: |
-          sphinx-build docs/source _build
-      - name: Deploy to GitHub Pages
-        uses: peaceiris/actions-gh-pages@v3
-        if: ${{ github.event_name == 'push' && github.ref == 'refs/heads/main' }}
-        with:
-          publish_branch: gh-pages
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          publish_dir: _build/
-          force_orphan: true
\ No newline at end of file
+    - uses: actions/checkout@v4
+    - name: Build HTML
+      uses: ammaraskar/sphinx-action@master
+    - name: Upload artifacts
+      uses: actions/upload-artifact@v4
+      with:
+        name: html-docs
+        path: docs/build/html/
+    - name: Deploy
+      uses: peaceiris/actions-gh-pages@v3
+      if: github.ref == 'refs/heads/main'
+      with:
+        github_token: ${{ secrets.GITHUB_TOKEN }}
+        publish_dir: docs/build/html
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 93cff90..039d1ed 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -9,3 +9,7 @@ numpy==1.24.3
 pandas==2.0.3
 scikit_learn==1.3.0
 scipy==1.12.0
+
+# Sphinx requirements
+furo
+sphinx-changelog
\ No newline at end of file