diff --git a/docs/conf.py b/docs/conf.py
index 32062cb6c..3bcca5aab 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -27,13 +27,13 @@
     'sphinx.ext.napoleon',
     'sphinx.ext.autodoc',
     'sphinx.ext.autosummary',
-    'sphinx.ext.mathjax',
     'sphinx.ext.viewcode',
     'sphinx.ext.extlinks',
     'sphinx.ext.intersphinx',
     'jupyter_sphinx',
     'sphinx_autodoc_typehints',
     'reno.sphinxext',
+    'sphinxcontrib.katex',
 ]
 templates_path = ['_templates']
 
diff --git a/requirements-dev.txt b/requirements-dev.txt
index fdbd79263..7da5e83ea 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -26,3 +26,4 @@ jupyter-sphinx
 Sphinx>=6.0.0
 sphinx-autodoc-typehints<=1.19.2
 reno>=2.11.0
+sphinxcontrib-katex==0.9.9
\ No newline at end of file