diff --git a/docs/conf.py b/docs/conf.py
index d16c57805..3ce7e0034 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -43,6 +43,7 @@
     "myst_parser",
     "sphinx_reredirects",
     "sphinx_inline_tabs",
+    "notfound.extension",
 ]
 
 # Add any paths that contain templates here, relative to this directory.
diff --git a/poetry.lock b/poetry.lock
index 2f0c66093..891d5e0a8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2049,6 +2049,24 @@ sphinx = ">=3"
 doc = ["furo", "myst-parser"]
 test = ["pytest", "pytest-cov", "pytest-xdist"]
 
+[[package]]
+name = "sphinx-notfound-page"
+version = "1.0.0"
+description = "Sphinx extension to build a 404 page with absolute URLs"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "sphinx_notfound_page-1.0.0-py3-none-any.whl", hash = "sha256:40a5741a6b07245a08fe55dbbd603ad6719e191b1419ab2e5337c706ebd16554"},
+    {file = "sphinx_notfound_page-1.0.0.tar.gz", hash = "sha256:14cd388956de5cdf8710ab4ff31776ef8d85759c4f46014ee30f368e83bd3a3b"},
+]
+
+[package.dependencies]
+sphinx = ">=5"
+
+[package.extras]
+doc = ["sphinx-autoapi", "sphinx-rtd-theme", "sphinx-tabs", "sphinxemoji"]
+test = ["tox"]
+
 [[package]]
 name = "sphinx-reredirects"
 version = "0.1.3"
@@ -2544,11 +2562,11 @@ docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker
 testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [extras]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-autobuild", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-reredirects"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-autobuild", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinx-reredirects"]
 s3 = ["fs-s3fs"]
 testing = ["pytest", "pytest-durations"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.7.1,<4"
-content-hash = "99f4a54e088236f9dddc13548b5a2e0e5912f5585b0868b4a63a5db2f2f0e8dc"
+content-hash = "e7ffc878cf102dda7806c11254532158dc6cbca578b67cc765c607395bba701e"
diff --git a/pyproject.toml b/pyproject.toml
index 447ee6440..283ab415a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,8 +71,9 @@ furo = {version = ">=2022.12.7", optional = true}
 sphinx-copybutton = {version = ">=0.3.1", optional = true}
 myst-parser = {version = ">=1", optional = true}
 sphinx-autobuild = {version = ">=2021.3.14", optional = true}
-sphinx-reredirects = {version = ">=0.1.1", optional = true}
 sphinx-inline-tabs = {version = ">=2023.4.21", optional = true, markers = "python_version >= \"3.8\""}
+sphinx-notfound-page = {version = "^1.0.0", optional = true, python = ">=3.8"}
+sphinx-reredirects = {version = ">=0.1.1", optional = true}
 
 # File storage dependencies installed as optional 'filesystem' extras
 fs-s3fs = {version = ">=1.1.1", optional = true}
@@ -88,8 +89,9 @@ docs = [
     "sphinx-copybutton",
     "myst-parser",
     "sphinx-autobuild",
-    "sphinx-reredirects",
     "sphinx-inline-tabs",
+    "sphinx-notfound-page",
+    "sphinx-reredirects",
 ]
 s3 = ["fs-s3fs"]
 testing = [