diff --git a/.ci/docker/requirements.txt b/.ci/docker/requirements.txt
index b38f6bfb07..8ff623b60f 100644
--- a/.ci/docker/requirements.txt
+++ b/.ci/docker/requirements.txt
@@ -16,7 +16,7 @@ pandocfilters==1.5.1
 markdown==3.8.2
 
 # PyTorch Theme
-pytorch_sphinx_theme2==0.4.4
+pytorch_sphinx_theme2==0.4.5
 
 # Tutorial dependencies
 tqdm==4.66.1
diff --git a/conf.py b/conf.py
index edac8e878f..c43e805110 100644
--- a/conf.py
+++ b/conf.py
@@ -237,6 +237,14 @@ def wrapper(*args, **kwargs):
     "pytorch_project": "tutorials",
     "llm_disabled": False,
     "canonical_url": "https://docs.pytorch.org/tutorials/",
+
+    # Announcement Banner Configuration
+    "announcement_banner": {
+        "text": "Help us understand how you use PyTorch! Take our quick survey",
+        "url": "https://docs.google.com/forms/d/e/1FAIpQLSfsGAWBcfutRcbO6kfrShBMOMmRuBezRjjOcXk0e9I9luBzvQ/viewform",
+        "link_text": "Take Survey",
+        "dismissible": True,
+    },
 }
 
 theme_variables = pytorch_sphinx_theme2.get_theme_variables()