diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index e49a9db137e..7ccb7d2ecac 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -138,7 +138,7 @@ jobs:
         run: pip list
 
       - name: "Build HTML Documentation"
-        shell: cmd
+        shell: cmd /D /E:ON /V:OFF /C "CALL "{0}""
         working-directory: .ci
         run: |
           build_doc.bat > ..\doc\log.txt && type ..\doc\log.txt 2>&1
diff --git a/doc/source/conf.py b/doc/source/conf.py
index 05169d63637..2c18f594bfc 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -1,4 +1,5 @@
 import os
+import sys
 from glob import glob
 from datetime import datetime
 
@@ -75,7 +76,6 @@
 extensions = [
     "enum_tools.autoenum",
     "nbsphinx",
-    "pydata_sphinx_theme",
     "sphinx.ext.autosectionlabel",
     "sphinx.ext.autodoc",
     "sphinx.ext.graphviz",
@@ -91,6 +91,7 @@
 typehints_defaults = "comma"
 typehints_use_signature = True
 simplify_optional_unions = False
+suppress_warnings = ['autosectionlabel.*']
 
 # Intersphinx mapping
 intersphinx_mapping = {
@@ -200,7 +201,6 @@ def reset_servers(gallery_conf, fname, when):
         "json_url": f"https://{cname}/versions.json",
         "version_match": get_version_match(__version__),
     },
-    "navbar_end": ["version-switcher", "theme-switcher", "navbar-icon-links"],
     "use_meilisearch": {
         "api_key": os.getenv("MEILISEARCH_PUBLIC_API_KEY", ""),
         "index_uids": {
@@ -313,3 +313,13 @@ def reset_servers(gallery_conf, fname, when):
 
 # A list of files that should not be packed into the epub file.
 epub_exclude_files = ["search.html"]
+
+
+def verify_meilisearch_is_active(app):
+    MEILISEARCH_PUBLIC_API_KEY = os.getenv("MEILISEARCH_PUBLIC_API_KEY", None)
+    if not MEILISEARCH_PUBLIC_API_KEY:
+        sys.stderr.write("Could not find MEILISEARCH_PUBLIC_API_KEY")
+        sys.exit(1)
+
+def setup(app):
+    app.connect("builder-inited", verify_meilisearch_is_active)
diff --git a/requirements/requirements_docs.txt b/requirements/requirements_docs.txt
index 079a81efabf..649d5701c10 100644
--- a/requirements/requirements_docs.txt
+++ b/requirements/requirements_docs.txt
@@ -1,5 +1,5 @@
-ansys_sphinx_theme==0.13.1
-enum-tools[sphinx]==0.9.0.post1
+ansys_sphinx_theme==0.13.3
+enum-tools[sphinx]==0.11.0
 graphviz==0.20.1
 imageio==2.28.0
 imageio-ffmpeg==0.4.7
@@ -7,10 +7,10 @@ nbsphinx==0.9.3
 pypandoc==1.11
 pytest-sphinx==0.5.0
 pyvista==0.36.1
-sphinx==5.3.0
-sphinx-autobuild==2021.3.14
-sphinx-copybutton==0.5.0
-sphinx-gallery==0.11.0
+sphinx==7.1.0
+sphinx-autobuild==2024.2.4
+sphinx-copybutton==0.5.2
+sphinx-gallery==0.15.0
 sphinx-notfound-page==1.0.0
 sphinx_design==0.5.0
 sphinxcontrib-napoleon==0.7
diff --git a/src/ansys/dpf/core/field.py b/src/ansys/dpf/core/field.py
index bedc946a403..1592bd1d51f 100644
--- a/src/ansys/dpf/core/field.py
+++ b/src/ansys/dpf/core/field.py
@@ -36,8 +36,8 @@ class Field(_FieldBase):
     ``scoping`` identifies to which entity the first ``entity data`` belongs.
 
     For more information, see the `Fields container and fields
-    <https://dpf.docs.pyansys.com/user_guide/fields_container.html#ref-user-guide-fields-container>
-    `_ documentation section.
+    <https://dpf.docs.pyansys.com/version/stable/user_guide/fields_container.html>`_
+    documentation section.
 
 
     Parameters
diff --git a/src/ansys/dpf/core/fields_container.py b/src/ansys/dpf/core/fields_container.py
index 7be4842fb0f..c60d76665cd 100644
--- a/src/ansys/dpf/core/fields_container.py
+++ b/src/ansys/dpf/core/fields_container.py
@@ -24,8 +24,8 @@ class FieldsContainer(Collection):
     to be separated from imaginary parts (``id=1``).
 
     For more information, see the `Fields container and fields
-    <https://dpf.docs.pyansys.com/user_guide/fields_container.html#ref-user-guide-fields-container>
-    `_ documentation section.
+    <https://dpf.docs.pyansys.com/version/stable/user_guide/fields_container.html>`_
+    documentation section.
 
     Parameters
     ----------
@@ -490,8 +490,8 @@ def plot(self, label_space: dict = None, **kwargs):
             A dictionary (LabelSpace) of labels of the :class:`FieldsContainer` with associated
             values to select for plotting.
             This is used to filter the data to plot, for example:
-              - if ``label_space={'time': 10}``: a single time step (mandatory for transient)
-              - if ``label_space={'complex': 0, 'part': 12}``: real part of complex data for a part
+            - if ``label_space={'time': 10}``: a single time step (mandatory for transient)
+            - if ``label_space={'complex': 0, 'part': 12}``: real part of complex data for a part
             See :func:`~fields_container.FieldsContainer.get_fields`.
             If None is given, it renders all fields available, which may not make sense.
         **kwargs: