orkgnlp.common.service.base.ORKGNLPBaseEncoder

class ORKGNLPBaseEncoder

Bases: EnforceOverrides, PipelineExecutorComponent

The ORKGNLPBaseEncoder is the base encoder class. You can freely inherit this class, implement its encode(raw_input, **kwargs) function and use it to encode your user input to a model-friendly format.

Using the ORKGNLPBaseEncoder as your service encoder results in passing the same user’s input to the model.

Methods

encode	Encodes the raw_input to a model-friendly format.
release_memory	Releases the memory of all available attributes in a pipeline component.

encode(raw_input, **kwargs)

Encodes the raw_input to a model-friendly format.

Parameters:

raw_input (Any) – The user’s input to be encoded.

Return type:

Tuple[Any, Dict[str, Any]]

Returns:

The model-friendly output and kwargs.

release_memory()

Releases the memory of all available attributes in a pipeline component.