From e9ed7d0625224348abc7ac5f484381faf671ccd0 Mon Sep 17 00:00:00 2001
From: kanungle <neil.kanungo@gmail.com>
Date: Thu, 19 Mar 2026 15:45:37 -0700
Subject: [PATCH] added overview video

---
 qdrant-landing/content/course/multi-vector-search/_index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/qdrant-landing/content/course/multi-vector-search/_index.md b/qdrant-landing/content/course/multi-vector-search/_index.md
index 4d60f0b3b..408803c38 100644
--- a/qdrant-landing/content/course/multi-vector-search/_index.md
+++ b/qdrant-landing/content/course/multi-vector-search/_index.md
@@ -23,7 +23,7 @@ Go beyond single-vector embeddings with late interaction models like ColBERT and
 
 <div class="video">
 <iframe
-  src="https://www.youtube.com/embed/xK9mV7zR4pL"
+  src="https://www.youtube-nocookie.com/embed/WXEf6K6DBq8?rel=0"
   frameborder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
   referrerpolicy="strict-origin-when-cross-origin"