diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index e1ed5994..427900a9 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -1,9 +1,9 @@
 version: 2
 
 build:
-  os: "ubuntu-20.04"
+  os: "ubuntu-22.04"
   tools:
-    python: "3.8"
+    python: "3.11"
 
 sphinx:
   fail_on_warning: false
diff --git a/docs/requirements-base.txt b/docs/requirements-base.txt
new file mode 100644
index 00000000..c5184bfc
--- /dev/null
+++ b/docs/requirements-base.txt
@@ -0,0 +1,8 @@
+gurobi-sphinxtheme @ git+https://github.com/Gurobi/gurobi-sphinxtheme.git@main
+
+numpydoc
+sphinx-copybutton
+sphinx-design
+sphinx-tabs
+sphinx-toolbox
+sphinxcontrib-bibtex
diff --git a/docs/requirements.txt b/docs/requirements.txt
index bc77919b..708bd2d3 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,9 +1,58 @@
-docutils==0.17.1
-Jinja2==3.0.3
-numpydoc==1.5.0
-sphinx-copybutton==0.5.1
-sphinx-design==0.4.1
-sphinx-rtd-theme==1.1.1
-sphinx-tabs==3.4.0
-sphinx-toolbox==3.1.2
-sphinxcontrib-bibtex==2.5.0
+gurobi_sphinxtheme @ git+https://github.com/Gurobi/gurobi-sphinxtheme.git@ca286310140e014d8b8f631e8b5d11f0ed56bebd
+
+alabaster==0.7.16
+apeye==1.4.1
+apeye-core==1.1.5
+autodocsumm==0.2.12
+Babel==2.15.0
+beautifulsoup4==4.12.3
+CacheControl==0.14.0
+certifi==2024.2.2
+charset-normalizer==3.3.2
+cssutils==2.11.0
+dict2css==0.3.0.post1
+docutils==0.21.2
+domdf-python-tools==3.8.0.post2
+filelock==3.14.0
+furo==2024.1.29
+html5lib==1.1
+idna==3.7
+imagesize==1.4.1
+Jinja2==3.1.4
+latexcodec==3.0.0
+MarkupSafe==2.1.5
+msgpack==1.0.8
+natsort==8.4.0
+numpydoc==1.7.0
+packaging==24.0
+platformdirs==4.2.2
+pybtex==0.24.0
+pybtex-docutils==1.0.3
+Pygments==2.18.0
+PyYAML==6.0.1
+requests==2.31.0
+ruamel.yaml==0.18.6
+ruamel.yaml.clib==0.2.8
+six==1.16.0
+snowballstemmer==2.2.0
+soupsieve==2.5
+Sphinx==7.3.7
+sphinx-autodoc-typehints==2.1.0
+sphinx-basic-ng==1.0.0b2
+sphinx-copybutton==0.5.2
+sphinx-jinja2-compat==0.2.0.post1
+sphinx-prompt==1.8.0
+sphinx-tabs==3.4.5
+sphinx-toolbox==3.5.0
+sphinx_design==0.5.0
+sphinxcontrib-applehelp==1.0.8
+sphinxcontrib-bibtex==2.6.2
+sphinxcontrib-devhelp==1.0.6
+sphinxcontrib-htmlhelp==2.0.5
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.7
+sphinxcontrib-serializinghtml==1.1.10
+tabulate==0.9.0
+typing_extensions==4.11.0
+urllib3==2.2.1
+webencodings==0.5.1
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 1d4ec5b5..f4fcb393 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -44,7 +44,13 @@
 
 templates_path = ["_templates"]
 
-html_theme = "sphinx_rtd_theme"
+html_theme = "gurobi_sphinxtheme"
+html_theme_options = {
+    "version_warning": False,
+    "feedback_banner": False,
+    "construction_warning": False,
+}
+html_favicon = "https://www.gurobi.com/favicon.ico"
 
 autosectionlabel_prefix_document = True