在RASA Core / NLU中获得意图值

时间:2018-08-02 05:11:40

标签: python rasa-nlu rasa-core

问候 我正在使用RASA chatbot。我正在使用以下代码处理针对特定意图的自定义操作。在自定义操作中,我想获取当前的意图值。所以我不知道那行代码可以给我当前意图的价值

#this file will be used to all custom actions

from  __future__ import absolute_import
from __future__ import division
from __future__ import unicode_literals
import requests
import json
from zeep import Client


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

class ActionWeather(Action):


RANDOMIZE = False

@staticmethod
def required_fields():
    return [
        EntityFormField("period", "period"),
        EntityFormField("product", "product")
    ]


def name(self):
    return 'action_weather'

def run(self,dispatcher, tracker, domain):

    #Get Slot values
    loc = tracker.get_slot('period')
    pro = tracker.get_slot('product')
    custname= tracker.get_slot('custName')

    #Here I want to get Intent Values as well same like slot value in above code  
    #  So what is code for getting intent value



    #make json
    data = {}
    data['period'] = loc
    data['product'] = pro



    json_data = json.dumps(data)
    jsonobj= json.loads(json_data)


    #code for SOAP
    client = Client('my webservice URL/testsoap?wsdl')
    result = client.service.getData(json_data)
    print('**********************')
    print(result)
    print('#######################')
    jsonobj= json.loads(result)


    #print(response.content)
    #json_response = response.json()
    #print (json_response)
    result1=jsonobj[0]['result']
    #result1=randint(1, 100)
    #result='X'
    response = """sale is {} """.format(result1)
    dispatcher.utter_message(response)
    #return [SlotSet('location',loc)]
    return []

我想以与我们可以在python自定义操作代码中获取插槽值product = tracker.get_slot('product')相同的方式,获取RASA Core中intent的当前值和最后值。请帮忙。

3 个答案:

答案 0 :(得分:4)

这对我有用:

def run(self,dispatcher, tracker, domain):
    intent =  tracker.latest_message['intent'].get('name')

rasa-core 0.11.12
rasa-core-sdk 0.11.5
rasa-nlu 0.13.7

答案 1 :(得分:1)

intent = json.dumps(tracker.latest_message.intent)
print(intent)
#particular intent name
print(json.loads(intent)['intent']['name'])

结果 (u'{“ confidence”:0.9092543377510975,“ name”:“ greet”}')

或尝试

        intent = json.dumps(tracker.latest_message.__dict__)

答案 2 :(得分:0)

您可以使用类似以下的内容,

currentIntent = tracker.latest_message.intent [“名称”]