diff --git a/.github/workflows/sphinx.yml b/.github/workflows/sphinx.yml
index b658e23..3de8de3 100644
--- a/.github/workflows/sphinx.yml
+++ b/.github/workflows/sphinx.yml
@@ -12,32 +12,46 @@ on:
     
 jobs:
   build:
-    # Linux version requirements
+    # Specify an OS for the runner
     runs-on: ubuntu-latest
+
+    #Define steps
     steps:
-    # Checkout and build the docs with sphinx
-    - uses: actions/checkout@v2
 
-    - name: Set up Python 3.10
-      uses: actions/setup-python@v2
-      with:
-        python-version: "3.10"
+      # Firstly, checkout repo
+      - name: Checkout repository
+        uses: actions/checkout@v4
+      # Set up Python env
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: 3.11
+      # Install dependencies
+      - name: Install Python dependencies
+        run: |
+          python3 -m pip install --upgrade pip
+          pip3 install poetry
+          poetry install
+
+      - name: Build documentation
+        run: |
+          mkdir gh-pages
+          touch gh-pages/.nojekyll
+          pushd docs/source/
+          poetry run sphinx-build -b html . _build
+          popd
+          cp -r docs/source/_build/* gh-pages/
 
-    - name: Build HTML
-      uses: ammaraskar/sphinx-action@master
-      with: 
-        docs-folder: "docs/"
-        # pre-build-command: "mkdir /tmp/sphinx-log"
-    - name: Upload artifacts
-      uses: actions/upload-artifact@v1
-      with:
-        name: html-docs
-        path: docs/build/html/
-    # Deploys to the gh-pages branch if the commit was made to main, the 
-    # gh-pages then takes over serving the 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
+      - name: Upload artifacts
+        uses: actions/upload-artifact@v4
+        with:
+          name: html-docs
+          path: gh-pages
+      # Deploys to the gh-pages branch if the commit was made to main, the 
+      # gh-pages then takes over serving the html
+      - name: Deploy documentation
+        if: ${{ github.event_name == 'push' }}
+        uses: JamesIves/github-pages-deploy-action@4.1.4
+        with:
+          branch: gh-pages
+          folder: gh-pages
\ No newline at end of file
diff --git a/README.md b/README.md
index 868f0a1..fda467b 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@ Now a repository under cedadev group!
 Padocc (Pipeline to Aggregate Data for Optimal Cloud Capabilities) is a Data Aggregation pipeline for creating Kerchunk (or alternative) files to represent various datasets in different original formats.
 Currently the Pipeline supports writing JSON/Parquet Kerchunk files for input NetCDF/HDF files. Further developments will allow GeoTiff, GRIB and possibly MetOffice (.pp) files to be represented, as well as using the Pangeo [Rechunker](https://rechunker.readthedocs.io/en/latest/) tool to create Zarr stores for Kerchunk-incompatible datasets.
 
-[Example Notebooks at this link](https://mybinder.org/v2/gh/cedadev/kerchunk-builder.git/main?filepath=showcase/notebooks)
+[Example Notebooks at this link](https://mybinder.org/v2/gh/cedadev/padocc.git/main?filepath=showcase/notebooks)
 
 [Documentation hosted at this link](https://cedadev.github.io/kerchunk-builder/)