orkgnlp.common.service.base.ORKGNLPBaseEncoder

class ORKGNLPBaseEncoder[source]

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)[source]

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.