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[Inference Timeout] Supply inference context to all third party services #131251

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Samiul-TheSoccerFan
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This PR is part - 1 of the implementation of Inference Timeout. The original PR is getting too big so we planned to tackle some refactoring work in this PR.

This PR includes:

  1. Supply inference factory context to all third party inference services.
  2. Fix unit tests by providing an empty cluster service for now.

@Samiul-TheSoccerFan Samiul-TheSoccerFan added >refactoring :SearchOrg/Relevance Label for the Search (solution/org) Relevance team Team:Search - Relevance The Search organization Search Relevance team v9.2.0 labels Jul 14, 2025
@elasticsearchmachine elasticsearchmachine added the Team:SearchOrg Meta label for the Search Org (Enterprise Search) label Jul 14, 2025
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Pinging @elastic/search-eng (Team:SearchOrg)

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Pinging @elastic/search-relevance (Team:Search - Relevance)

@Samiul-TheSoccerFan
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@davidkyle FYI, we are adding support for a configurable inference timeout cluster setting. This PR implements the infrastructure changes required to enable third-party inference services to access and utilize cluster settings (draft PR).

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