diff --git a/qdrant-landing/content/documentation/_index.md b/qdrant-landing/content/documentation/_index.md
index 16f5b4e9c..7dd022a23 100644
--- a/qdrant-landing/content/documentation/_index.md
+++ b/qdrant-landing/content/documentation/_index.md
@@ -26,4 +26,4 @@ In addition to this documentation, you may be interested in looking at examples
 
 * [Semantic Search for startups](https://demo.qdrant.tech/) + [Source Code](https://github.com/qdrant/qdrant_demo)
 * [Visual Food Discovery](https://food-discovery.qdrant.tech/)
-* [Step-by-Step tutorial on building neural search](http://localhost:1313/articles/neural-search-tutorial/)
\ No newline at end of file
+* [Step-by-Step tutorial on building neural search](/articles/neural-search-tutorial/)