Question

使用Dialogflow的标准版本

从以下示例向Dialogflow V2 API发送请求。

使用其他NLP服务时，他们将返回包含多个意图及其置信度得分的详细响应

def detect_intent_texts(project_id, session_id, texts, language_code):
    """Returns the result of detect intent with texts as inputs. Using the same `session_id` between requests allows continuation
    of the conversation."""

    import dialogflow_v2 as dialogflow
    session_client = dialogflow.SessionsClient()

    session = session_client.session_path(project_id, session_id)
    print('Session path: {}\n'.format(session))

    for text in texts:
        text_input = dialogflow.types.TextInput(
            text=text, language_code=language_code)

        query_input = dialogflow.types.QueryInput(text=text_input)

        response = session_client.detect_intent(
            session=session, query_input=query_input)

        print('=' * 20)
        print('Query text: {}'.format(response.query_result.query_text))
        print('Detected intent: {} (confidence: {})\n'.format(
            response.query_result.intent.display_name,
            response.query_result.intent_detection_confidence))
        print('Fulfillment text: {}\n'.format(
            response.query_result.fulfillment_text))

希望返回多个意图，但是Dialogflow仅返回得分最高的意图

{
  "responseId": "",
  "queryResult": {
    "queryText": "This i my utterance!",
    "parameters": {},
    "allRequiredParamsPresent": true,
    "intent": {
      "name": "projects/project/agent/intents/22",
      "displayName": "Intent1"
    },
    "intentDetectionConfidence": 0.8798916,
    "languageCode": "en"
  },
  "alternativeQueryResults": [
    {
      "queryText": "This is my utterance!",
      "languageCode": "en"
    }
  ]
}

LUIS响应

{
  "query": "This i my utterance!",
  "topScoringIntent": {
    "intent": "Intent1",
    "score": 0.532636642
  },
  "intents": [
    {
      "intent": "Intent1",
      "score": 0.532636642
    },
    {
      "intent": "Intent2",
      "score": 0.09986155
    },
    {
      "intent": "Intent3",
      "score": 0.0533027425
    }

  ]

}

Answer 1

对话流不会返回多个意图。它只会返回具有最高置信度得分的意图。

Dialogflow detectIntent并返回多个意图名称和置信度值

1 个答案: