在Dialogflow中,为了避免将货币转录为符号,你可以使用自定义实体来处理货币。以下是一个使用自定义实体的代码示例:
from google.cloud import dialogflow
def detect_intent_with_custom_entity(project_id, session_id, text, language_code):
session_client = dialogflow.SessionsClient()
session = session_client.session_path(project_id, session_id)
print('Session path: {}\n'.format(session))
# 创建自定义货币实体
entity_type_id = create_currency_entity(project_id, "currencies")
text_input = dialogflow.TextInput(text=text, language_code=language_code)
query_input = dialogflow.QueryInput(text=text_input)
# 设置额外的自定义实体参数
parameters = dialogflow.GoogleCloudDialogflowV2IntentParameter(name="currency", entity_type_display_name="currencies")
query_params = dialogflow.GoogleCloudDialogflowV2QueryParameters(payload=parameters)
request = dialogflow.DetectIntentRequest(
session=session, query_input=query_input, query_params=query_params
)
response = session_client.detect_intent(request=request)
print("Query text:", response.query_result.query_text)
print("Detected currency:", response.query_result.parameters.fields["currency"].string_value)
def create_currency_entity(project_id, entity_type_display_name):
entity_types_client = dialogflow.EntityTypesClient()
project_agent_path = entity_types_client.project_agent_path(project_id)
entity_type = dialogflow.EntityType(
display_name=entity_type_display_name,
kind=dialogflow.EntityType.Kind.KIND_MAP
)
currency_entity = dialogflow.EntityType.Entity(
value="USD", synonyms=["dollar", "dollars"]
)
entity_type.entities.append(currency_entity)
response = entity_types_client.create_entity_type(
request={"parent": project_agent_path, "entity_type": entity_type}
)
print("Created currency entity type:", response)
return response.name.split("/")[-1]
上述代码示例中,detect_intent_with_custom_entity
函数用来发送用户输入的文本给Dialogflow进行处理,并使用自定义实体来处理货币。create_currency_entity
函数用来创建名为 "currencies" 的自定义实体,并将货币值和同义词添加到实体中。
请确保你已经安装了 google-cloud-dialogflow
库,并且已经设置了正确的项目ID、会话ID、文本和语言代码。你还需要在Dialogflow控制台中创建一个代理,才能成功运行这个代码示例。