diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 307669a..a977ea9 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -7,15 +7,34 @@ formats:
 build:
   os: ubuntu-22.04
   tools:
-    python: "3.11"
-  apt_packages:
-    - imagemagick
-    - inkscape
-    - graphviz
+    python: "3.12"
+  commands:
+    # Skip docs build if the commit message contains "skip ci"
+    - (git --no-pager log --pretty="tformat:%s -- %b" -1 | grep -viq "skip ci") || exit 183
+    # Skip docs build if there are no changes related to docs
+    - |
+      if [ "$READTHEDOCS_VERSION_TYPE" = "external" ] && git diff --quiet origin/main -- docs/ .readthedocs.yaml src/mqt/ src/python include/*/python .github/contributing* .github/support*;
+      then
+        exit 183;
+      fi
+    # Set up uv and a virtual environment
+    - asdf plugin add uv
+    - asdf install uv latest
+    - asdf global uv latest
+    - uv venv
+    # Install the project dependencies
+    - uv pip install -r docs/requirements.txt readthedocs-sphinx-ext
+    # Run the html builder
+    - .venv/bin/python -m sphinx -T -b html -d docs/_build/doctrees -D language=en docs $READTHEDOCS_OUTPUT/html
+    # Run the htmlzip builder and create a zip file
+    - .venv/bin/python -m sphinx -T -b dirhtml -d docs/_build/doctrees -D language=en docs docs/_build/dirhtml
+    - mkdir -p $READTHEDOCS_OUTPUT/htmlzip
+    - zip -r $READTHEDOCS_OUTPUT/htmlzip/html.zip docs/_build/dirhtml/*
+    # Run the latex builder and create a pdf file
+    - .venv/bin/python -m sphinx -T -b latex -d docs/_build/doctrees -D language=en docs docs/_build/latex
+    - cd docs/_build/latex && latexmk -pdf -f -dvi- -ps- -interaction=nonstopmode -jobname=mqt_handbook
+    - mkdir -p $READTHEDOCS_OUTPUT/pdf
+    - cp docs/_build/latex/mqt_handbook.pdf $READTHEDOCS_OUTPUT/pdf/mqt_handbook.pdf
 
 sphinx:
   configuration: docs/conf.py
-
-python:
-  install:
-    - requirements: docs/requirements.txt
diff --git a/docs/conf.py b/docs/conf.py
index c1606d0..01893c6 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -27,7 +27,7 @@
     "myst_nb",
     "sphinx.ext.intersphinx",
     "sphinxcontrib.bibtex",
-    "sphinxcontrib.inkscapeconverter",
+    "sphinxcontrib.cairosvgconverter",
     "sphinx_design",
     "sphinx_copybutton",
     "sphinxext.opengraph",
diff --git a/docs/requirements.txt b/docs/requirements.txt
index b683ab9..9d7f4a5 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -15,5 +15,5 @@ sphinx>=5
 sphinx-copybutton
 sphinx_design
 sphinxcontrib-bibtex>=2.4.2
-sphinxcontrib-svg2pdfconverter
+sphinxcontrib-svg2pdfconverter[CairoSVG]
 sphinxext-opengraph