jrmccluskey opened a new issue, #36253:
URL: https://github.com/apache/beam/issues/36253

   ### What would you like to happen?
   
   With the introduction of remote inference in the Python SDK (making requests 
to an external service for machine learning inference rather than performing 
that work on-worker) there has been an increasing interest in providing this in 
a native Java format. RunInference is currently enabled in Java via 
cross-language; however, because remote inference is not on-worker, there is no 
real requirement to have the pipeline code operate in Java. A native Java 
implementation of the RemoteModelHandler class, which accepts arbitrary clients 
and request code, would fulfill this need. 
   
   ### Issue Priority
   
   Priority: 2 (default / most feature requests should be filed as P2)
   
   ### Issue Components
   
   - [ ] Component: Python SDK
   - [x] Component: Java SDK
   - [ ] Component: Go SDK
   - [ ] Component: Typescript SDK
   - [ ] Component: IO connector
   - [ ] Component: Beam YAML
   - [ ] Component: Beam examples
   - [ ] Component: Beam playground
   - [ ] Component: Beam katas
   - [ ] Component: Website
   - [ ] Component: Infrastructure
   - [ ] Component: Spark Runner
   - [ ] Component: Flink Runner
   - [ ] Component: Samza Runner
   - [ ] Component: Twister2 Runner
   - [ ] Component: Hazelcast Jet Runner
   - [ ] Component: Google Cloud Dataflow Runner


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