imohitmayank

A modified version of Calendar view, showing year based on node click.

imohitmayank

## intent:greet
- Hi
- Hey

## intent:query_days_in_month
- How many days in [January](month)
- How many days in [Feb](month)

## intent:bye
- Bye

imohitmayank

# loading the interpreter 
interpreter = Interpreter.load('./models/nlu/default/chat')

# define function to ask question
def ask_question(text):
    print(interpreter.parse(text))

# asking question
ask_question("How many days in January")
ask_question("How many days in March")

imohitmayank

# Imports
#-----------
# rasa nlu
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
from rasa_nlu.model import Metadata, Interpreter

# Functions

imohitmayank

pipeline: "spacy_sklearn"

imohitmayank

intents:
# place your intents
 - greet
 - query_days_in_month
 - bye

entities:
# place your entities
 - month

imohitmayank

## story1              
* greet              
  - utter_greet
* query_days_in_month{"month":"January"}
  - utter_answer_31_days
* query_days_in_month{"month":"February"}
  - utter_answer_28_days
* query_days_in_month{"month":"April"}
  - utter_answer_30_days
* bye               

imohitmayank

# Imports
#-----------
# rasa core
import logging
from rasa_core import training
from rasa_core.actions import Action
from rasa_core.agent import Agent
from rasa_core.domain import Domain
from rasa_core.policies.keras_policy import KerasPolicy
from rasa_core.policies.memoization import MemoizationPolicy

imohitmayank

# Loading the Agent
rasaNLU = RasaNLUInterpreter("models/nlu/default/chat")
agent = Agent.load("models/dialogue", interpreter= rasaNLU)

# asking question
agent.handle_message('Hi')
>>> [{'recipient_id': 'default', 'text': 'Hey'}]

# once more
agent.handle_message('How many days in January')

imohitmayank

{'intent': {'name': 'query_days_in_month', 'confidence': 0.6128492334410716}, 'entities': [{'start': 17, 'end': 24, 'value': 'january', 'entity': 'month', 'confidence': 0.5002208121139594, 'extractor': 'ner_crf'}], 'intent_ranking': [{'name': 'query_days_in_month', 'confidence': 0.6128492334410716}, {'name': 'bye', 'confidence': 0.1951941314517159}, {'name': 'greet', 'confidence': 0.19195663510721267}], 'text': 'How many days in January'}

{'intent': {'name': 'query_days_in_month', 'confidence': 0.6105606961005596}, 'entities': [{'start': 17, 'end': 22, 'value': 'march', 'entity': 'month', 'confidence': 0.5002208121139594, 'extractor': 'ner_crf'}], 'intent_ranking': [{'name': 'query_days_in_month', 'confidence': 0.6105606961005596}, {'name': 'bye', 'confidence': 0.20686031746694789}, {'name': 'greet', 'confidence': 0.18257898643249237}], 'text': 'How many days in March'