diff --git a/docs/en/stack/ml/nlp/ml-nlp-elastic-rerank.asciidoc b/docs/en/stack/ml/nlp/ml-nlp-elastic-rerank.asciidoc
index 759482c88..eaefcb43c 100644
--- a/docs/en/stack/ml/nlp/ml-nlp-elastic-rerank.asciidoc
+++ b/docs/en/stack/ml/nlp/ml-nlp-elastic-rerank.asciidoc
@@ -46,6 +46,11 @@ Deploying the Elastic Rerank model in combination with ELSER (or other hosted mo
 
 To download and deploy Elastic Rerank, use the {ref}/infer-service-elasticsearch.html[create inference API] to create an {es} service `rerank` endpoint.
 
+[TIP]
+====
+Refer to this https://github.com/elastic/elasticsearch-labs/blob/main/notebooks/search/12-semantic-reranking-elastic-rerank.ipynb[Python notebook] for an end-to-end example using Elastic Rerank.
+====
+
 [discrete]
 [[ml-nlp-rerank-deploy-steps]]
 === Create an inference endpoint
@@ -353,4 +358,8 @@ For detailed benchmark information, including complete dataset results and metho
 
 * https://www.elastic.co/search-labs/blog/elastic-semantic-reranker-part-1[Part 1]
 * https://www.elastic.co/search-labs/blog/elastic-semantic-reranker-part-2[Part 2]
-* https://www.elastic.co/search-labs/blog/elastic-semantic-reranker-part-3[Part 3]
\ No newline at end of file
+* https://www.elastic.co/search-labs/blog/elastic-semantic-reranker-part-3[Part 3]
+
+*Python notebooks*:
+
+* https://github.com/elastic/elasticsearch-labs/blob/main/notebooks/search/12-semantic-reranking-elastic-rerank.ipynb[End-to-end example using Elastic Rerank in Python]