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Merge branch 'main' into reranking-docs-updates
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leemthompo committed Jul 26, 2024
2 parents d994a6b + 56f5dfb commit 4181f7d
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8 changes: 7 additions & 1 deletion docs/reference/search/retriever.asciidoc
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Expand Up @@ -213,7 +213,13 @@ The `text_similarity_reranker` is a type of retriever that enhances search resul

To use `text_similarity_reranker` you must first set up a `rerank` task using the <<put-inference-api, Create {infer} API>>.
The `rerank` task should be set up with a machine learning model that can compute text similarity.
Currently you can integrate directly with the Cohere Rerank endpoint using the <<infer-service-cohere,`cohere-rerank`>> task, or upload a model to {es} <<inference-example-eland,using Eland>>.

Currently you can:

* Integrate directly with the <<infer-service-cohere,Cohere Rerank inference endpoint>> using the `rerank` task type
* Integrate directly with the <<infer-service-google-vertex-ai,Google Vertex AI inference endpoint>> using the `rerank` task type
* Upload a model to {es} with {eland-docs}/machine-learning.html#ml-nlp-pytorch[Eland]
** Then set up an <<inference-example-eland,{es} service inference endpoint>> with the `rerank` task type

===== Parameters

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