diff --git a/content/develop/ai/search-and-query/vectors.md b/content/develop/ai/search-and-query/vectors.md
index b72153b61..eb09a6413 100644
--- a/content/develop/ai/search-and-query/vectors.md
+++ b/content/develop/ai/search-and-query/vectors.md
@@ -608,7 +608,7 @@ retrieval techniques, Redis is well positioned to serve as your high performance
 Here are some additional resources that apply vector search for different use cases:
 
 - [Retrieval augmented generation from scratch](https://github.com/redis-developer/redis-ai-resources/blob/main/python-recipes/RAG/01_redisvl.ipynb)
-- [Semantic caching](https://github.com/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/semantic_caching_gemini.ipynb)
+- [Semantic caching](https://github.com/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/00_semantic_caching_gemini.ipynb)
 
 ## Continue learning with Redis University