damccorm opened a new issue, #31173:
URL: https://github.com/apache/beam/issues/31173

   ### What would you like to happen?
   
   The existing VertexAIModelHandlerJSON does not support calling an endpoint 
hosting a Triton Inference Server, for several reasons:
   
   - Triton expects a different body and does not accept parameters.
   
   ```
   {
       "inputs": [
           {
               "name": "name",
               "shape": [1, 1],
               "datatype": "BYTES",
               "data": data,
           }
       ]
   }
   ```
   
   - Triton can only be called using raw predict
   
   ### Issue Priority
   
   Priority: 3 (nice-to-have improvement)
   
   ### Issue Components
   
   - [X] Component: Python SDK
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   - [ ] Component: Go SDK
   - [ ] Component: Typescript SDK
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   - [ ] Component: Spark Runner
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   - [ ] Component: Google Cloud Dataflow Runner


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