diff --git a/docs/docs/optimizing/advanced_retrieval/advanced_retrieval.md b/docs/docs/optimizing/advanced_retrieval/advanced_retrieval.md
index 8b780ac15cedd87fd2c4b81c609dc1fd5457f6ce..039ba0604b69a52dd0a8e3b63989f31b62266311 100644
--- a/docs/docs/optimizing/advanced_retrieval/advanced_retrieval.md
+++ b/docs/docs/optimizing/advanced_retrieval/advanced_retrieval.md
@@ -4,7 +4,7 @@
 
 There are a variety of more advanced retrieval strategies you may wish to try, each with different benefits:
 
-- {ref}`Reranking <cohere_rerank>`
+- [Reranking](../../examples/node_postprocessor/CohereRerank.ipynb)
 - [Recursive retrieval](../../examples/query_engine/pdf_tables/recursive_retriever.ipynb)
 - [Embedded tables](../../examples/query_engine/sec_tables/tesla_10q_table.ipynb)
 - [Small-to-big retrieval](../../examples/node_postprocessor/MetadataReplacementDemo.ipynb)