orkgnlp.common.service.base.ORKGNLPBaseDecoder

class ORKGNLPBaseDecoder[source]

Bases: EnforceOverrides, PipelineExecutorComponent

The ORKGNLPBaseDecoder is the base decoder class. You can freely inherit this class, implement its decode(model_output, **kwargs) function and use it to decode your model output to a user-friendly format.

Using the ORKGNLPBaseDecoder as your service decoder results in returning the same model’s output to the user.

Methods

`decode`	Decodes the model's `output` to a user-friendly format.
`release_memory`	Releases the memory of all available attributes in a pipeline component.

decode(model_output, **kwargs)[source]

Decodes the model’s output to a user-friendly format.

Parameters: model_output (Union[Any, Generator[Any, None, None]]) – The model’s output to be decoded.
Return type: Any
Returns: The user-friendly output.

release_memory(): Releases the memory of all available attributes in a pipeline component.