diff --git a/docs/docs_skeleton/docs/integrations/platforms/openai.mdx b/docs/docs_skeleton/docs/integrations/platforms/openai.mdx
index 880bf30f29..c3784587e2 100644
--- a/docs/docs_skeleton/docs/integrations/platforms/openai.mdx
+++ b/docs/docs_skeleton/docs/integrations/platforms/openai.mdx
@@ -41,7 +41,7 @@ For a more detailed walkthrough of the `Azure` wrapper, see [here](/docs/integra
 
 ## Chat model
 
-See a [usage example](/docs/integrations/chat_models/openai).
+See a [usage example](/docs/integrations/chat/openai).
 
 ```python
 from langchain.chat_models import ChatOpenAI
@@ -51,7 +51,7 @@ If you are using a model hosted on `Azure`, you should use different wrapper for
 ```python
 from langchain.llms import AzureChatOpenAI
 ```
-For a more detailed walkthrough of the `Azure` wrapper, see [here](/docs/integrations/chat_models/azure_openai)
+For a more detailed walkthrough of the `Azure` wrapper, see [here](/docs/integrations/chat/azure_chat_openai)
 
 
 ## Text Embedding Model