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[DOCS] Link to Elastic Rerank model landing page (#118574)
- Add link to Python notebook - Fix heading level
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docs/reference/inference/service-elasticsearch.asciidoc

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[[inference-example-elastic-reranker]]
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==== Elastic Rerank via the `elasticsearch` service
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The following example shows how to create an {infer} endpoint called `my-elastic-rerank` to perform a `rerank` task type using the built-in Elastic Rerank cross-encoder model.
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The following example shows how to create an {infer} endpoint called `my-elastic-rerank` to perform a `rerank` task type using the built-in {ml-docs}/ml-nlp-rerank.html[Elastic Rerank] cross-encoder model.
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[TIP]
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====
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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.
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====
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The API request below will automatically download the Elastic Rerank model if it isn't already downloaded and then deploy the model.
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Once deployed, the model can be used for semantic re-ranking with a <<text-similarity-reranker-retriever-example-elastic-rerank,`text_similarity_reranker` retriever>>.

docs/reference/search/retriever.asciidoc

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[[text-similarity-reranker-retriever-example-elastic-rerank]]
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==== Example: Elastic Rerank
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This examples demonstrates how to deploy the Elastic Rerank model and use it to re-rank search results using the `text_similarity_reranker` retriever.
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[TIP]
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====
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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.
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====
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This example demonstrates how to deploy the {ml-docs}/ml-nlp-rerank.html[Elastic Rerank] model and use it to re-rank search results using the `text_similarity_reranker` retriever.
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Follow these steps:
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docs/reference/search/search-your-data/retrievers-examples.asciidoc

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[[retrievers-examples]]
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=== Retrievers examples
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Learn how to combine different retrievers in these hands-on examples.
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=== Retrievers examples
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[discrete]
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[[retrievers-examples-setup]]
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==== Add example data

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