diff --git a/.gitignore b/.gitignore
index d338a6b5..7df9d44b 100755
--- a/.gitignore
+++ b/.gitignore
@@ -19,6 +19,9 @@ ipyvuetify/labextension/
 ipyvuetify/nbextension/
 js/lib
 
+# Unit test / coverage reports
+.nox
+
 # Sphinx documentation
 docs/_build/
 
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 00000000..a661804e
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,24 @@
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+# Required
+version: 2
+
+# build with latest available ubuntu version
+build:
+  os: ubuntu-20.04
+  tools:
+    python: "3.10"
+    nodejs: "16"
+
+# Build documentation in the docs/ directory with Sphinx
+sphinx:
+  configuration: docs/conf.py
+
+# Optionally set the version of Python and requirements required to build your docs
+python:
+  install:
+    - method: pip
+      path: .
+      extra_requirements:
+        - doc
diff --git a/docs/Makefile b/docs/Makefile
deleted file mode 100644
index d4bb2cbb..00000000
--- a/docs/Makefile
+++ /dev/null
@@ -1,20 +0,0 @@
-# Minimal makefile for Sphinx documentation
-#
-
-# You can set these variables from the command line, and also
-# from the environment for the first two.
-SPHINXOPTS    ?=
-SPHINXBUILD   ?= sphinx-build
-SOURCEDIR     = .
-BUILDDIR      = _build
-
-# Put it first so that "make" without argument is like "make help".
-help:
-	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
-
-.PHONY: help Makefile
-
-# Catch-all target: route all unknown targets to Sphinx using the new
-# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
-%: Makefile
-	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
diff --git a/docs/conf.py b/docs/conf.py
index 0f3d70b3..1c6b9c75 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -30,7 +30,7 @@
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
 # ones.
-extensions = ["jupyter_sphinx.execute", "sphinx_rtd_theme"]
+extensions = ["jupyter_sphinx", "sphinx_rtd_theme"]
 
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ["_templates"]
diff --git a/docs/make.bat b/docs/make.bat
deleted file mode 100644
index 2119f510..00000000
--- a/docs/make.bat
+++ /dev/null
@@ -1,35 +0,0 @@
-@ECHO OFF
-
-pushd %~dp0
-
-REM Command file for Sphinx documentation
-
-if "%SPHINXBUILD%" == "" (
-	set SPHINXBUILD=sphinx-build
-)
-set SOURCEDIR=.
-set BUILDDIR=_build
-
-if "%1" == "" goto help
-
-%SPHINXBUILD% >NUL 2>NUL
-if errorlevel 9009 (
-	echo.
-	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
-	echo.installed, then set the SPHINXBUILD environment variable to point
-	echo.to the full path of the 'sphinx-build' executable. Alternatively you
-	echo.may add the Sphinx directory to PATH.
-	echo.
-	echo.If you don't have Sphinx installed, grab it from
-	echo.http://sphinx-doc.org/
-	exit /b 1
-)
-
-%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
-goto end
-
-:help
-%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
-
-:end
-popd
diff --git a/noxfile.py b/noxfile.py
new file mode 100644
index 00000000..bad5b5a4
--- /dev/null
+++ b/noxfile.py
@@ -0,0 +1,22 @@
+"""
+All the process that can be run using nox.
+
+The nox run are build in isolated environment that will be stored in .nox. to force the venv update, remove the .nox/xxx folder.
+"""
+
+import nox
+
+
+@nox.session(reuse_venv=True)
+def lint(session):
+    """Apply the pre-commits."""
+    session.install("pre-commit")
+    session.run("pre-commit", "run", "-a", *session.posargs)
+
+
+@nox.session(reuse_venv=True)
+def docs(session):
+    """Build the documentation."""
+    session.install("jupyter-packaging", "jupyterlab")
+    session.install(".[doc]")
+    session.run("sphinx-build", "-v", "-b", "html", "docs", "docs/_build/html")
diff --git a/pyproject.toml b/pyproject.toml
index 52b8ebab..6ced8785 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ content-type = "text/markdown"
 [project.optional-dependencies]
 dev = ["nox", "pre-commit", "mypy"]
 test = ["pytest", "pytest-playwright", "jupyterlab<4", "solara[pytest]"]
-doc = ["sphinx"]
+doc = ["sphinx<7", "jupyter-sphinx", "ipykernel"]
 
 [tool.setuptools]
 include-package-data = true