在 python 环境中从 Dialogflow 获取意图、实体和训练数据

Question

我想知道是否有什么方法可以获得所有的意图（它对应的问题），实体和训练数据（我在Google Dialogflow) 以编程方式 使用 python.

以下是我从 dialogflow 获得响应的代码（工作正常）。

GOOGLE_APPLICATION_CREDENTIALS = '###'

os.environ["GOOGLE_APPLICATION_CREDENTIALS"] =
GOOGLE_APPLICATION_CREDENTIALS

def dialogflow_api_response(text):
  session_client = dialogflow.SessionsClient()

  session = session_client.session_path('###', '##')

  text_input = dialogflow.types.TextInput(text=text, language_code='en')
  query_input = dialogflow.types.QueryInput(text=text_input)
  response = session_client.detect_intent(session=session, query_input=query_input)
  jsonObj = MessageToJson(response)
  x = json.loads(jsonObj)

如果有，请指点一下。

谢谢

Answer 1

是的，可以使用 Dilogflow API 作为 JSON 对象从 Dialogflow 代理获取所有意图、实体、unserEntities 和上下文。这是获取意向列表的代码：

def list_intents(project_id):
   import dialogflow_v2 as dialogflow
   intents_client = dialogflow.IntentsClient()

   parent = intents_client.project_agent_path(project_id)

   intents = intents_client.list_intents(parent)

   for intent in intents:
       print('=' * 20)
       print('Intent name: {}'.format(intent.name))
       print('Intent display_name: {}'.format(intent.display_name))
       print('Action: {}\n'.format(intent.action))
       print('Root followup intent: {}'.format(
           intent.root_followup_intent_name))
       print('Parent followup intent: {}\n'.format(
          intent.parent_followup_intent_name))

       print('Input contexts:')
       for input_context_name in intent.input_context_names:
           print('\tName: {}'.format(input_context_name))

       print('Output contexts:')
       for output_context in intent.output_contexts:
           print('\tName: {}'.format(output_context.name))

       for training_phrase in intent.training_phrases:
            train_phrase = training_phrase.parts[0].text
            print(train_phrase)

更多信息可以参考DF官方gitHubhere

在 python 环境中从 Dialogflow 获取意图、实体和训练数据

Obtain Intents, Entities and the training data from Dialogflow in the python environment

python

chatbot

python-3.x

dialogflow-es