jrmccluskey commented on code in PR #34379:
URL: https://github.com/apache/beam/pull/34379#discussion_r2027178232


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sdks/python/apache_beam/ml/inference/base.py:
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@@ -339,6 +346,139 @@ def should_garbage_collect_on_timeout(self) -> bool:
     return self.share_model_across_processes()
 
 
+class RemoteModelHandler(ABC, ModelHandler[ExampleT, PredictionT, ModelT]):
+  """Has the ability to call a model at a remote endpoint."""
+  def __init__(

Review Comment:
   I know this is largely coming from a perspective of how to surface this for 
yaml, but is this configuration consideration actually blocking here? We have 
to surface all of these parameters at some point 



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