nlp_engine#
- class besser.bot.nlp.nlp_engine.NLPEngine(bot)[source]#
Bases:
object
The NLP Engine of a bot.
It is in charge of running different Natural Language Processing tasks required by the bot.
- Parameters:
bot (Bot) – the bot the NLPEngine belongs to
- _intent_classifiers#
The collection of Intent Classifiers of the NLPEngine. There is one for each bot state (only states with transitions triggered by intent matching)
- Type:
- _speech2text#
The Speech-to-Text System of the NLPEngine
- Type:
Speech2Text or None
- get_best_intent_prediction(intent_classifier_predictions)[source]#
Get the best intent prediction out of a list of intent predictions. If none of the predictions is well enough to be considered, return nothing.
- Parameters:
intent_classifier_predictions (list[IntentClassifierPrediction]) –
- Returns:
- the best intent prediction or None if no intent prediction is well
enough
- Return type:
IntentClassifierPrediction or None
- get_property(prop)[source]#
Get a NLP property’s value from the NLPEngine’s bot.
- Parameters:
prop (Property) – the property to get its value
- Returns:
the property value, or None if the property is not an NLP property
- Return type:
Any
- predict_intent(session)[source]#
Predict the intent of a user message.
- Parameters:
session (Session) – the user session
- Returns:
the intent prediction
- Return type: