orkgnlp.common.service.base.ORKGNLPBaseDecoder

class ORKGNLPBaseDecoder

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)

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.