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[8.17] [ML] Fix loss of context in the inference API for streaming APIs (#118999) #119222

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Backport

This will backport the following commits from main to 8.17:

Questions ?

Please refer to the Backport tool documentation

…stic#118999)

* Adding context preserving fix

* Update docs/changelog/118999.yaml

* Update docs/changelog/118999.yaml

* Using a setonce and adding a test

* Updating the changelog

(cherry picked from commit 7ba3cb9)

# Conflicts:
#	x-pack/plugin/inference/qa/inference-service-tests/src/javaRestTest/java/org/elasticsearch/xpack/inference/InferenceBaseRestTest.java
#	x-pack/plugin/inference/qa/inference-service-tests/src/javaRestTest/java/org/elasticsearch/xpack/inference/InferenceCrudIT.java
#	x-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/InferencePlugin.java
#	x-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/rest/RestUnifiedCompletionInferenceAction.java
#	x-pack/plugin/inference/src/test/java/org/elasticsearch/xpack/inference/rest/RestUnifiedCompletionInferenceActionTests.java
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