将Rasa NLU模型与python API而不是HTTP服务器一起使用

Question

是否可以在没有HTTP服务器的情况下使用https://nlu.rasa.com模型？我想将其用作python库/模块。

Answer 1

是的，这在nlu.rasa.com的文档中专门记录了this section。

从0.12.3版开始：

培训

from rasa_nlu.training_data import load_data
from rasa_nlu.config import RasaNLUModelConfig
from rasa_nlu.model import Trainer
from rasa_nlu import config

training_data = load_data('data/examples/rasa/demo-rasa.json')
trainer = Trainer(config.load("sample_configs/config_spacy.yml"))
trainer.train(training_data)
model_directory = trainer.persist('./projects/default/')  # Returns the directory the model is stored in

解析

from rasa_nlu.model import Metadata, Interpreter

# where `model_directory points to the folder the model is persisted in
interpreter = Interpreter.load(model_directory)

interpreter.parse(u"The text I want to understand")