diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 09a5ddb..62858bd 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -33,7 +33,7 @@ jobs:
               uses: FedericoCarboni/setup-ffmpeg@v3
                   
             - name: Install opencv
-              run: python -m pip install opencv-python-headless ipywidgets "numpy<2.0" "sphinx<8.0"
+              run: python -m pip install opencv-python-headless ipywidgets "numpy<2.0"
 
             - name: Checkout code
               uses: actions/checkout@v4
diff --git a/docs/_templates/custom-module-template.rst b/docs/_templates/custom-module-template.rst
index ce05886..71670e5 100644
--- a/docs/_templates/custom-module-template.rst
+++ b/docs/_templates/custom-module-template.rst
@@ -1,7 +1,7 @@
 {{ fullname | escape | underline}}
 
-{% block modules %}
-{% if modules %}
+{%- block modules %}
+{%- if modules %}
 .. rubric:: Modules
 
 .. autosummary::
@@ -9,16 +9,16 @@
    :template: custom-module-template.rst
    :recursive:
 {% for item in modules %}
-   {{ item }}
+   {{ fullname }}.{{ item }}
 {%- endfor %}
 {% endif %}
-{% endblock %}
+{%- endblock %}
 
 .. automodule:: {{ fullname }}
    :members:
 
    {% block attributes %}
-   {% if attributes %}
+   {%- if attributes %}
    .. rubric:: {{ _('Module Attributes') }}
 
    .. autosummary::
@@ -26,10 +26,10 @@
       {{ item }}
    {%- endfor %}
    {% endif %}
-   {% endblock %}
+   {%- endblock %}
 
-   {% block functions %}
-   {% if functions %}
+   {%- block functions %}
+   {%- if functions %}
    .. rubric:: {{ _('Functions') }}
 
    .. autosummary::
@@ -37,22 +37,21 @@
       {{ item }}
    {%- endfor %}
    {% endif %}
-   {% endblock %}
+   {%- endblock %}
 
-   {% block classes %}
-   {% if classes %}
+   {%- block classes %}
+   {%- if classes %}
    .. rubric:: {{ _('Classes') }}
 
    .. autosummary::
-      :template: custom-class-template.rst
    {% for item in classes %}
       {{ item }}
    {%- endfor %}
    {% endif %}
-   {% endblock %}
+   {%- endblock %}
 
-   {% block exceptions %}
-   {% if exceptions %}
+   {%- block exceptions %}
+   {%- if exceptions %}
    .. rubric:: {{ _('Exceptions') }}
 
    .. autosummary::
@@ -60,4 +59,4 @@
       {{ item }}
    {%- endfor %}
    {% endif %}
-   {% endblock %}
+   {%- endblock %}
diff --git a/docs/conf.py b/docs/conf.py
index 07b4438..868a505 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -100,7 +100,7 @@ def remove_markdown(cell):
 nb_execution_mode = "cache"
 nb_execution_timeout = 600  # seconds
 nb_execution_excludepatterns = ['tutorials/converted/*']
-jupyter_cache = str(Path(__file__).parent / ".jupyter_cache")
+nb_execution_cache_path = str(Path(__file__).parent / ".jupyter_cache")
 
 # add_module_names = False
 # napoleon_google_docstring = False
diff --git a/setup.py b/setup.py
index fc2e53f..6254379 100644
--- a/setup.py
+++ b/setup.py
@@ -78,7 +78,7 @@
         ],
         "test": ["pytest"],
         "docs": [
-            "sphinx",
+            "sphinx>=7.4.6",
             "sphinxcontrib-napoleon",
             "sphinxcontrib-bibtex",
             "sphinxcontrib-video",