mayurmorin

from rasa_nlu.converters import load_data
from rasa_nlu.config import RasaNLUConfig
from rasa_nlu.model import Trainer

from rasa_nlu.model import Metadata, Interpreter

def train_nlu(data, config, model_dir):
	training_data = load_data(data)
	trainer = Trainer(RasaNLUConfig(config))
	trainer.train(training_data)

mayurmorin

{'intent':
{'name': 'inform',
'confidence': 0.7305611468844833},
'entities': [{'start': 28, 'end': 37, 'value': 'bercelona', 'entity': 'location', 'extractor': 'ner_crf'}], 'intent_ranking':
[{'name': 'inform', 'confidence': 0.7305611468844833},
{'name': 'greet',
'confidence': 0.15934033175706844},
{'name': 'goodbye',
'confidence': 0.11009852135844819}],
'text': 'I am planning my holiday to Bercelona. I wonder what is the weather out there.'}

mayurmorin

slots:
location:
type: text
intents:
- greet
- goodbye
- inform
entities:
- location
templates:

mayurmorin

from __future__ import absolute_import
from __future__ import division
from __future__ import unicode_literals

from rasa_core.actions.action import Action
from rasa_core.events import SlotSet

class ActionWeather(Action):
	def name(self):
		return 'action_weather'

mayurmorin

Generated Story 3320800183399695936

• greet
  • utter_greet
• inform
  • utter_ask_location
• inform{"location": "italy"}
  • slot{"location": "italy"}
  • action_weather
  • slot{"location": "italy"}
• goodbye

mayurmorin

from __future__ import absolute_import
from __future__ import division
from __future__ import unicode_literals

import logging

from rasa_core.agent import Agent
from rasa_core.policies.keras_policy import KerasPolicy
from rasa_core.policies.memoization import MemoizationPolicy

mayurmorin

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals

import logging

from rasa_core.agent import Agent
from rasa_core.channels.console import ConsoleInputChannel
from rasa_core.interpreter import RegexInterpreter

mayurmorin

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals

import logging

from rasa_core.agent import Agent
from rasa_core.channels.console import ConsoleInputChannel
from rasa_core.interpreter import RegexInterpreter

mayurmorin

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals

import logging

from builtins import str
from flask import Blueprint, request, jsonify

mayurmorin

from rasa_core.channels import HttpInputChannel
from rasa_core.agent import Agent
from rasa_core.interpreter import RasaNLUInterpreter
from rasa_slack_connector import SlackInput


nlu_interpreter = RasaNLUInterpreter('./models/nlu/default/weathernlu')
agent = Agent.load('./models/dialogue', interpreter = nlu_interpreter)

input_channel = SlackInput('xoxp-777777777777-888888888-99999999999-41b6e1110fccfc98225b125fa288988d', #app verification token