diff --git a/docs/embedding/index.mdx b/docs/embedding/index.mdx
index 88681cf..f6e0629 100644
--- a/docs/embedding/index.mdx
+++ b/docs/embedding/index.mdx
@@ -10,10 +10,10 @@ of floating point numbers. The position of an embedding in vector space captures
 the data, so vectors that are close to each other are considered similar.
 
 LanceDB provides an embedding function registry in OSS as well as its Cloud and Enterprise versions
-([see below](#embeddings-in-lancedb-cloud-and-enterprise)).
-that automatically generates vector embeddings
-during data ingestion and querying. The API abstracts embedding generation, allowing you to focus
-on your application logic.
+([see below](#embeddings-in-lancedb-cloud-and-enterprise))
+that automatically generates vector embeddings during data ingestion. Automatic query-time embedding
+generation is currently only supported in LanceDB OSS. The API abstracts embedding generation, allowing
+you to focus on your application logic.
 
 ## Embedding Registry