diff --git a/registry.yaml b/registry.yaml
index 0dbd69f..3383e4f 100644
--- a/registry.yaml
+++ b/registry.yaml
@@ -44,7 +44,7 @@
     - completions
 
 - title: Code search using embeddings
-  path: examples/Code_search_using_embeddings
+  path: examples/Code_search_using_embeddings.ipynb
   date: 2022-03-10
   authors:
     - BorisPower
@@ -1059,4 +1059,4 @@
     - shyamal-anadkat
   tags:
     - completions
-    - functions
\ No newline at end of file
+    - functions