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[DOCS][ML] Update documentation for default inference endpoints in semantic_text tutorials #117821

@kosabogi

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@kosabogi

Overview

With the introduction of default inference endpoints, manual creation of inference endpoints is no longer required for semantic search when using semantic_text.

The default (or preconfigured) endpoints start with a . character, we have 2 of them now:

  • .elser-2-elasticsearch
  • .multilingual-e5-small-elasticsearch

There is a new default value for the inference_id field (.elser-2-elasticsearch).

Update the following tutorials to align with the new functionality:

Required Updates:

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