[aIbrahiim]

fixes: #30799

[github-actions]

📋 Review Summary

This PR updates _InferenceAPIHandler.run_inference to send only {"inputs": batch} to the Hugging Face router feature-extraction endpoint, removing the legacy nested "options" field in the JSON payload. The change is straightforward and fixes the payload compatibility issue.

🔍 General Feedback

• With inference_args no longer forwarded in _InferenceAPIHandler.run_inference, the options dictionary (wait_for_model and use_cache) populated in InferenceAPIEmbeddings.get_ptransform_for_processing (lines 268-274) is now dead code. Consider cleaning that up or passing those options via HTTP headers (x-wait-for-model, x-use-cache) if supported by the router.

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 79.83%. Comparing base (0f1ac43) to head (12bbb17).
⚠️ Report is 25 commits behind head on master.

Additional details and impacted files

@@             Coverage Diff             @@
##           master   #40892       +/-   ##
===========================================
+ Coverage        0   79.83%   +79.83%     
===========================================
  Files           0      494      +494     
  Lines           0    83575    +83575     
===========================================
+ Hits            0    66722    +66722     
- Misses          0    16853    +16853     

Flag	Coverage Δ
python	79.83% <ø> (?)

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[github-actions]

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