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Backports the following commits to 8.x:

* Added check for blank string to skip generating embeddings with unit test

* Adding yaml tests for skipping embedding generation

* dynamic update not required if model_settings stays null

* Updating node feature for handling empty input name and description

* Update yaml tests with refresh=true

* Update unit test to follow more accurate behavior

* Added yaml tests for multu chunks

* [CI] Auto commit changes from spotless

* Adding highlighter yaml tests for empty input

* Update docs/changelog/123763.yaml

* Update changelog and test reason to have more polished documentation

* adding input value into the response source and fixing unit tests by reformating

* Adding highligher test for backward compatibility and refactor existing test

* Added bwc tests for  empty input and multi chunks

* Removed reindex for empty input from bwc

* [CI] Auto commit changes from spotless

* Fixing yaml test

* Update unit tests helper function to support both format

* [CI] Auto commit changes from spotless

* Adding cluster features for bwc

* Centralize logic for assertInference helper

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Co-authored-by: Elastic Machine <[email protected]>
Co-authored-by: elasticsearchmachine <[email protected]>
@Samiul-TheSoccerFan Samiul-TheSoccerFan added :SearchOrg/Relevance Label for the Search (solution/org) Relevance team >enhancement auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport labels Mar 8, 2025
@elasticsearchmachine elasticsearchmachine merged commit 760c8fb into elastic:8.x Mar 8, 2025
15 checks passed
@Samiul-TheSoccerFan Samiul-TheSoccerFan deleted the backport/8.x/pr-123763 branch March 8, 2025 05:44
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auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport >enhancement :SearchOrg/Relevance Label for the Search (solution/org) Relevance team v8.19.0

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