diff --git a/doc/source/conf.py b/doc/source/conf.py
index 569f7fcbe8bc..033b345b60cc 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -122,6 +122,7 @@
     "nbsphinx",
     "sphinx_click",
     "sphinx_substitution_extensions",
+    "sphinxext.opengraph",
 ]
 
 # Generate .rst files
diff --git a/pyproject.toml b/pyproject.toml
index e8708b5fa56c..536d0ddd20c4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -136,6 +136,7 @@ PyGithub = "==2.1.1"
 licensecheck = "==2024"
 pre-commit = "==3.5.0"
 sphinx-substitution-extensions = "2022.02.16"
+sphinxext-opengraph = "==0.9.1"
 
 [tool.isort]
 profile = "black"