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Original file line number Diff line number Diff line change
Expand Up @@ -45,7 +45,7 @@ include::{es-ref-dir}/tab-widgets/inference-api/infer-api-task-widget.asciidoc[]
==== Create the index mapping

The mapping of the destination index - the index that contains the embeddings that the model will create based on your input text - must be created.
The destination index must have a field with the <<dense-vector, `dense_vector`>> field type for most models and the <<sparse-vector, `sparse_vector`>> field type for the sparse vector models like in the case of the `elser` service to index the output of the used model.
The destination index must have a field with the <<dense-vector, `dense_vector`>> field type for most models and the <<sparse-vector, `sparse_vector`>> field type for the sparse vector models like in the case of the `elasticsearch` service to index the output of the used model.

include::{es-ref-dir}/tab-widgets/inference-api/infer-api-mapping-widget.asciidoc[]

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Expand Up @@ -8,7 +8,7 @@ the Cohere service.
// tag::elser[]

ELSER is a model trained by Elastic. If you have an {es} deployment, there is no
further requirement for using the {infer} API with the `elser` service.
further requirement for using the {infer} API with the `elasticsearch` service.

// end::elser[]

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