diff --git a/docs/extras/modules/model_io/prompts/prompt_templates/connecting_to_a_feature_store.ipynb b/docs/extras/modules/model_io/prompts/prompt_templates/connecting_to_a_feature_store.ipynb
index 5ba7988f80d..a549ce2bf03 100644
--- a/docs/extras/modules/model_io/prompts/prompt_templates/connecting_to_a_feature_store.ipynb
+++ b/docs/extras/modules/model_io/prompts/prompt_templates/connecting_to_a_feature_store.ipynb
@@ -544,7 +544,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "prompt_template = FeatureformPrompTemplate(input_variables=[\"user_id\"])"
+    "prompt_template = FeatureformPromptTemplate(input_variables=[\"user_id\"])"
    ]
   },
   {