diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
deleted file mode 100644
index ea24f417..00000000
--- a/.github/workflows/docs.yml
+++ /dev/null
@@ -1,58 +0,0 @@
-name: Docs
-
-on:
-  push:
-    branches:
-      - main
-    tags:
-      - v[0-9]+.[0-9]+.[0-9]+
-  pull_request:
-
-permissions:
-  contents: write
-
-concurrency:
-  group: ${{ github.workflow}}-${{ github.head_ref }}
-  cancel-in-progress: true
-
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
-        with:
-          python-version: '3.9'
-      - run: python -m pip install pip --upgrade
-      - run: python -m pip install -e ".[test,docs]"
-      - run: |
-          cd docs
-          make html
-      - uses: actions/upload-artifact@v3
-        with:
-          name: docs-html
-          path: |
-            docs/_build/html
-          retention-days: 5
-
-  deploy:
-    if: ${{ github.event_name != 'pull_request' }}
-    needs: [build]
-    environment:
-      name: github-pages
-    runs-on: ubuntu-latest
-    steps:
-      - name: Download doc build
-        uses: actions/download-artifact@v3
-        with:
-          name: docs-html
-          path: ./docs/_build/html
-      - name: Upload to GitHub Pages
-        uses: peaceiris/actions-gh-pages@v3
-        with:
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          publish_dir: ./docs/_build/html
-          exclude_assets: '.buildinfo,_static/jquery-*.js,_static/underscore-*.js'
-          destination_dir: ./latest
-          keep_files: false
-          full_commit_message: Deploy latest to GitHub Pages
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 00000000..e2650820
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,17 @@
+version: 2
+
+build:
+  os: "ubuntu-22.04"
+  tools:
+    python: "3.11"
+
+python:
+  system_packages: false
+  install:
+    - method: pip
+      path: .
+      extra_requirements:
+        - docs
+
+# Don't build any extra formats
+formats: []
diff --git a/docs/conf.py b/docs/conf.py
index cb7e341d..c9cd50d2 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -60,7 +60,7 @@
     "navbar_links": "absolute",
     "show_prev_next": False,
     "logo": {"link": "https://matplotlib.org/stable/",
-             "image_light": "images/logo2.svg",
+             "image_light": "images/logo_light.svg",
              "image_dark": "images/logo_dark.svg"},
     "collapse_navigation": False,
 }
diff --git a/docs/sample_summaries.py b/docs/sample_summaries.py
index 0c4f9d8d..c1114fb0 100644
--- a/docs/sample_summaries.py
+++ b/docs/sample_summaries.py
@@ -36,7 +36,7 @@ def run_pytest(test_name):
         lambda x: x.name[:-1] in test_name,
         pathlib.Path(tmp_dir).glob("*0")
     )) / "results"
-    os.replace(src, dest)
+    shutil.copytree(src, dest)
 
     return dest
 
diff --git a/setup.cfg b/setup.cfg
index 3a33a977..7f9a3e3c 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -43,6 +43,7 @@ docs =
     sphinx
     mpl_sphinx_theme>=3.6.0.dev0
     sphinx_design
+    matplotlib==3.6
 
 [tool:pytest]
 testpaths = tests