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11 changes: 10 additions & 1 deletion docs/en/stack/ml/nlp/ml-nlp-elastic-rerank.asciidoc
Original file line number Diff line number Diff line change
Expand Up @@ -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
Expand Down Expand Up @@ -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]
* 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]
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