diff --git a/.github/workflows/html-macos.yml b/.github/workflows/html-macos.yml
index 429b3332..f25baf0a 100644
--- a/.github/workflows/html-macos.yml
+++ b/.github/workflows/html-macos.yml
@@ -28,14 +28,7 @@ jobs:
         # https://github.com/pypa/pip/issues/11684
         PYTHONWARNINGS: error,default::DeprecationWarning
       run: |
-        $PIP install .
-    - name: Install docs dependencies
-      env:
-        # DeprecationWarning: Unimplemented abstract methods {'locate_file'}
-        # https://github.com/pypa/pip/issues/11684
-        PYTHONWARNINGS: error,default::DeprecationWarning
-      run: |
-        $PIP install -r doc/requirements.txt
+        $PIP install --group doc .
     - name: Build HTML
       env:
         # There is a weird warning from jupyter_core (https://github.com/jupyter/jupyter_core/issues/398)
diff --git a/.github/workflows/linkcheck.yml b/.github/workflows/linkcheck.yml
index b4045f77..6c1ae433 100644
--- a/.github/workflows/linkcheck.yml
+++ b/.github/workflows/linkcheck.yml
@@ -29,14 +29,7 @@ jobs:
         # https://github.com/pypa/pip/issues/11684
         PYTHONWARNINGS: error,default::DeprecationWarning
       run: |
-        $PIP install .
-    - name: Install docs dependencies
-      env:
-        # DeprecationWarning: Unimplemented abstract methods {'locate_file'}
-        # https://github.com/pypa/pip/issues/11684
-        PYTHONWARNINGS: error,default::DeprecationWarning
-      run: |
-        $PIP install -r doc/requirements.txt
+        $PIP install --group doc .
     - name: Check links
       env:
         # There is a weird warning from jupyter_core (https://github.com/jupyter/jupyter_core/issues/398)
diff --git a/.github/workflows/version-matrix.yml b/.github/workflows/version-matrix.yml
index 2443a7bd..33799e12 100644
--- a/.github/workflows/version-matrix.yml
+++ b/.github/workflows/version-matrix.yml
@@ -71,14 +71,7 @@ jobs:
         # https://github.com/pypa/pip/issues/11684
         PYTHONWARNINGS: error,default::DeprecationWarning
       run: |
-        $PIP install .
-    - name: Install docs dependencies
-      env:
-        # DeprecationWarning: Unimplemented abstract methods {'locate_file'}
-        # https://github.com/pypa/pip/issues/11684
-        PYTHONWARNINGS: error,default::DeprecationWarning
-      run: |
-        $PIP install -r doc/requirements.txt --upgrade-strategy only-if-needed
+        $PIP install --group doc .
     - name: Run Sphinx (HTML)
       env:
         # There is a weird warning from jupyter_core (https://github.com/jupyter/jupyter_core/issues/398)
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 54360b37..9a22623b 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -1,6 +1,6 @@
 version: 2
 build:
-  os: ubuntu-22.04
+  os: "ubuntu-24.04"
   tools:
     python: "3"
   apt_packages:
@@ -11,12 +11,11 @@ build:
   jobs:
     post_checkout:
       - git fetch --unshallow || true
-python:
-  install:
-    - requirements: doc/requirements.txt
-    - method: pip
-      path: .
-    - requirements: doc/fallback_theme.txt
+    install:
+      - pip install --upgrade pip
+      - pip install --group doc .
+      # fallback theme:
+      - pip install insipid-sphinx-theme
 sphinx:
   configuration: doc/conf.py
 formats: all
diff --git a/doc/fallback_theme.txt b/doc/fallback_theme.txt
deleted file mode 100644
index c09cf5bc..00000000
--- a/doc/fallback_theme.txt
+++ /dev/null
@@ -1 +0,0 @@
-insipid-sphinx-theme
diff --git a/pyproject.toml b/pyproject.toml
index 16fb7ff2..19c6e143 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,58 @@
 [build-system]
-requires = ["setuptools >= 40.8.0"]
+requires = ["setuptools", "setuptools-scm"]
 build-backend = "setuptools.build_meta"
+
+[project]
+name = "nbsphinx"
+license = "MIT"
+dynamic = ["version"]
+description = "Jupyter Notebook Tools for Sphinx"
+readme = "README.rst"
+keywords = ["Sphinx", "Jupyter", "notebook"]
+authors = [{ name = "Matthias Geier", email = "Matthias.Geier@gmail.com" }]
+classifiers = [
+    "Framework :: Sphinx",
+    "Framework :: Sphinx :: Extension",
+    "Framework :: Jupyter",
+    "Intended Audience :: Education",
+    "Intended Audience :: Science/Research",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Topic :: Documentation :: Sphinx",
+]
+requires-python = ">=3.8"
+dependencies = [
+    "docutils>=0.18.1",
+    "jinja2",
+    "nbconvert>=5.3,!=5.4",
+    "nbformat",
+    "sphinx>=1.8,!=8.2.0,!=8.2.1",
+    "traitlets>=5",
+]
+
+[project.urls]
+Documentation = "https://nbsphinx.readthedocs.io/"
+Repository = "https://github.com/spatialaudio/nbsphinx/"
+Issues = "https://github.com/spatialaudio/nbsphinx/issues/"
+
+[dependency-groups]
+dev = [{ include-group = "test" }, { include-group = "doc" }]
+test = []
+doc = [
+    "ipykernel",
+    "numpy",
+    "matplotlib",
+    "ipympl",
+    "pandas",
+    "xarray",
+    "sphinxcontrib-bibtex>=2.1",
+    "sphinxcontrib-svg2pdfconverter",
+    "ipywidgets",
+    "jupytext",
+    "sphinx-last-updated-by-git",
+    "sphinx-codeautolink",
+]
+
+[tool.setuptools.dynamic]
+version = { attr = "nbsphinx.__version__" }
diff --git a/setup.py b/setup.py
deleted file mode 100644
index b993ad7b..00000000
--- a/setup.py
+++ /dev/null
@@ -1,58 +0,0 @@
-from pathlib import Path
-
-from setuptools import setup
-
-# "import" __version__
-__version__ = 'unknown'
-with Path('src/nbsphinx/__init__.py').open() as f:
-    for line in f:
-        if line.startswith('__version__'):
-            exec(line)
-            break
-
-setup(
-    name='nbsphinx',
-    version=__version__,
-    package_dir={'': 'src'},
-    packages=['nbsphinx'],
-    package_data={'nbsphinx': [
-        '_static/nbsphinx-code-cells.css_t',
-        '_static/nbsphinx-gallery.css',
-        '_static/nbsphinx-no-thumbnail.svg',
-        '_static/nbsphinx-broken-thumbnail.svg',
-        '_texinputs/nbsphinx.sty',
-    ]},
-    python_requires='>=3.6',
-    install_requires=[
-        'docutils>=0.18.1',
-        'jinja2',
-        'nbconvert>=5.3,!=5.4',
-        'traitlets>=5',
-        'nbformat',
-        'sphinx >= 1.8, != 8.2.0, != 8.2.1',
-    ],
-    author='Matthias Geier',
-    author_email='Matthias.Geier@gmail.com',
-    description='Jupyter Notebook Tools for Sphinx',
-    long_description=Path('README.rst').read_text(),
-    license='MIT',
-    keywords='Sphinx Jupyter notebook'.split(),
-    url='https://nbsphinx.readthedocs.io/',
-    project_urls={
-        'Documentation': 'https://nbsphinx.readthedocs.io/',
-        'Source Code': 'https://github.com/spatialaudio/nbsphinx/',
-        'Bug Tracker': 'https://github.com/spatialaudio/nbsphinx/issues/',
-    },
-    platforms='any',
-    classifiers=[
-        'Framework :: Sphinx',
-        'Framework :: Sphinx :: Extension',
-        'Framework :: Jupyter',
-        'Intended Audience :: Education',
-        'Intended Audience :: Science/Research',
-        'Operating System :: OS Independent',
-        'Programming Language :: Python',
-        'Programming Language :: Python :: 3',
-        'Topic :: Documentation :: Sphinx',
-    ],
-)
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