diff --git a/.github/release-drafter.yml b/.github/release-drafter.yml
index 1025c92093..6656e1d6ad 100644
--- a/.github/release-drafter.yml
+++ b/.github/release-drafter.yml
@@ -63,7 +63,7 @@ autolabeler:
   - /.*\[CHORE\].*/
 - label: documentation
   title:
-  - /.*\[DOC\].*/
+  - /.*\[DOCS\].*/
   files:
   - '*.rst'
   - '*.html'
diff --git a/docs/source/_static/header.css b/docs/source/_static/header.css
index 212e89245c..9759884cee 100644
--- a/docs/source/_static/header.css
+++ b/docs/source/_static/header.css
@@ -4,7 +4,8 @@
     align-items: center;
     justify-content: space-between;
     padding: 24px;
-    border-bottom: 1px solid rgba(0,0,0,.1)
+    border-bottom: 1px solid rgba(0,0,0,.1);
+    width: 100%;
 }
 
 .header-nav {
@@ -92,5 +93,6 @@ body.no-scroll {
     .header-container {
         padding-left: 10vw;
         padding-right: 10vw;
+        width: 100%;
     }
 }
diff --git a/docs/source/conf.py b/docs/source/conf.py
index b186fcb077..5005642255 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -27,6 +27,8 @@
 
 default_role = "py:obj"
 
+html_context = {"default_mode": "light"}
+
 extensions = [
     "sphinx_reredirects",
     "sphinx.ext.autodoc",
@@ -54,12 +56,8 @@
 html_static_path = ["_static"]
 html_css_files = ["header.css", "custom-function-signatures.css"]
 html_theme_options = {
-    # This is the footer of the primary sidebar as HTML
-    "extra_navbar": "",
     # This is how many levels are shown on the secondary sidebar
     "show_toc_level": 2,
-    # Remove title under the logo on the left sidebar
-    "logo_only": True,
 }
 
 # -- Copy button configuration
diff --git a/requirements-dev.txt b/requirements-dev.txt
index e75d90e79a..8be77c1a6e 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -58,8 +58,8 @@ gcsfs==2023.12.0; python_version >= '3.8'
 
 # Documentation
 myst-nb>=0.16.0
-Sphinx <= 5
-sphinx-book-theme>=0.3.3,<1.0.0
+Sphinx==5.3.0
+sphinx-book-theme==1.1.0; python_version >= "3.9"
 sphinx-reredirects>=0.1.1
 sphinx-copybutton>=0.5.2
 # sphinxcontrib-applehelp needs to be pinned as it dropped support for older versions of Sphinx