diff --git a/docs/docs/integrations/providers/nvidia.mdx b/docs/docs/integrations/providers/nvidia.mdx
index 1cdecde28f5..8e49715bfeb 100644
--- a/docs/docs/integrations/providers/nvidia.mdx
+++ b/docs/docs/integrations/providers/nvidia.mdx
@@ -35,4 +35,4 @@ The active models which are supported can be found [in NGC](https://catalog.ngc.
 
 **The following may be useful examples to help you get started:**
 - **[`ChatNVIDIA` Model](/docs/integrations/chat/nvidia_ai_endpoints).**
-- **[`NVIDIAEmbeddings` Model for RAG Workflows](/docs/integrations/text_embeddings/nvidia_ai_endpoints).**
+- **[`NVIDIAEmbeddings` Model for RAG Workflows](/docs/integrations/text_embedding/nvidia_ai_endpoints).**