diff --git a/docs/docs/integrations/text_embedding/openai.ipynb b/docs/docs/integrations/text_embedding/openai.ipynb
index 0fa46f73764..6410a61bb76 100644
--- a/docs/docs/integrations/text_embedding/openai.ipynb
+++ b/docs/docs/integrations/text_embedding/openai.ipynb
@@ -135,7 +135,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "embeddings = OpenAIEmbeddings(model=\"text-search-ada-doc-001\")"
+    "embeddings = OpenAIEmbeddings(model=\"text-embedding-ada-002\")"
    ]
   },
   {