diff --git a/docs/src/python/python.md b/docs/src/python/python.md
index a9db4060..6febb272 100644
--- a/docs/src/python/python.md
+++ b/docs/src/python/python.md
@@ -117,8 +117,14 @@ lists the indices that LanceDb supports.
 
 ::: lancedb.index.LabelList
 
+::: lancedb.index.FTS
+
 ::: lancedb.index.IvfPq
 
+::: lancedb.index.HnswPq
+
+::: lancedb.index.HnswSq
+
 ## Querying (Asynchronous)
 
 Queries allow you to return data from your database. Basic queries can be