Source code for deeppavlov.core.agent.processor

# Copyright 2017 Neural Networks and Deep Learning lab, MIPT
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# Licensed under the Apache License, Version 2.0 (the "License");
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#     http://www.apache.org/licenses/LICENSE-2.0
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from abc import ABCMeta, abstractmethod

from deeppavlov.core.models.component import Component


[docs]class Processor(Component, metaclass=ABCMeta): """Abstract class for processors. Processor is a DeepPavlov component, which is used in Agent to process skills responses and give one final response for each utterance. """ # TODO: change *responses to [[], [], ...] argument @abstractmethod def __call__(self, utterances_batch: list, history_batch: list, *responses: list) -> list: """Returns final response for each incoming utterance. Processes Agent skills and generates one final response for each utterance in incoming batch. Args: utterances_batch: A batch of utterances of any type history_batch: A batch of list typed histories for each utterance responses: Each response positional argument corresponds to response of one of Agent skills and is represented by batch (list) of (response, confidence) tuple structures. Returns: responses: A batch of responses corresponding to the utterance batch received by agent. """ pass