问题内容
我正在致力于将 openai 连接到 google dialogflow cx，并正在使用 google 云功能编写我的 webhook。我进行了研究并提出了一个代码，但每次它都没有部署。这对于云功能来说是不可能的吗，因为我需要从dialogflow cx获取用户查询？或者代码中缺少某些内容
我的云函数代码：entry_point是webhook
import openai
import json
import requests
from google.cloud import secretmanager
# Initialize the Secret Manager client
client = secretmanager.SecretManagerServiceClient()
# Store the conversation history if necessary
convo = []
def get_secret(secret_name, project_id, version_id='latest'):
"""
Retrieve a secret from Google Cloud Secret Manager.
"""
resource_name = f"projects/{project_id}/secrets/{secret_name}/versions/{version_id}"
try:
# Access the secret version
response = client.access_secret_version(request={"name": resource_name})
# Return the payload of the secret
return response.payload.data.decode("UTF-8")
except Exception as e:
print(f"Error accessing secret '{secret_name}':", e)
return None
def query_gpt(prompt):
"""
Query the OpenAI completion endpoint with a prompt.
"""
body = {
"model": "text-davinci-003",
"prompt": prompt,
"max_tokens": 200,
"temperature": 0.9,
"top_p": 1,
"n": 1,
"frequency_penalty": 0,
"presence_penalty": 0.6
}
header = {"Authorization": f"Bearer {get_secret('openai-api-key', 'my-project-id')}"}
res = requests.post('https://api.openai.com/v1/completions', json=body, headers=header)
return res.json()
def webhook(request):
"""
HTTP Cloud Function entry point.
"""
if request.method != 'POST':
return ('Only POST method is accepted', 405)
request_json = request.get_json(silent=True)
if not request_json or 'text' not in request_json:
return ('Missing "text" in request', 400)
query = request_json['text']
convo.append(f'User: {query}')
convo.append("Addie:")
prompt = "\n".join(convo)
response = query_gpt(prompt)
result = response.get('choices')[0].get('text').strip('\n')
convo.append(result)
return json.dumps({
'fulfillment_response': {
'messages': [{
'text': {
'text': [result],
'redactedText': [result]
},
'responseType': 'HANDLER_PROMPT',
'source': 'VIRTUAL_AGENT'
}]
}
})正确答案
query_gpt 函数中的代码有错误。您正在使用 requests 库向 openai 完成端点发出 post 请求，openai api 要求您使用 openai python 库。
def query_gpt(prompt):
openai.api_key = get_secret('openai-api-key', 'my-project-id')
response = openai.Completion.create(model="text-davinci-003", prompt=prompt, max_tokens=200, temperature=0.9, top_p=1, n=1, frequency_penalty=0, presence_penalty=0.6)
return response
通过这些修改，您的代码将可以正常工作
