diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 17405f9fa..8e9d39548 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -15,6 +15,7 @@ nav:
 - Home: index.md
 - Basics: basic.md
 - Embeddings: embedding.md
+- Indexing: ann_indexes.md
 - Integrations: integrations.md
 - Python API: python.md
 
diff --git a/docs/src/index.md b/docs/src/index.md
index 5a6ea068f..f9fe97c25 100644
--- a/docs/src/index.md
+++ b/docs/src/index.md
@@ -42,5 +42,6 @@ We will be adding completed demo apps built using LanceDB.
 ## Documentation Quick Links
 * [`Basic Operations`](basic.md) - basic functionality of LanceDB.
 * [`Embedding Functions`](embedding.md) - functions for working with embeddings.
+* [`Indexing`](ann_indexes.md) - create vector indexes to speed up queries.
 * [`Ecosystem Integrations`](integrations.md) - integrating LanceDB with python data tooling ecosystem.
 * [`API Reference`](python.md) - detailed documentation for the LanceDB Python SDK.