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import logging
import os
import openai
logging.basicConfig(level=logging.INFO)
def get_openai_client(client_type: str):
"""
Refer to [this page](https://platform.openai.com/docs/models) for authentication using OpenAI.
Refer to [this page](https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/switching-endpoints) for
authentication using Azure OpenAI.
"""
assert client_type in ["azure_openai", "openai"]
if client_type == "openai":
client = openai.OpenAI(
api_key=os.environ['OPENAI_API_KEY']
)
elif client_type == "azure_openai":
client = openai.AzureOpenAI(
api_key=os.environ['AZURE_OPENAI_KEY'],
azure_endpoint=os.environ['AZURE_ENDPOINT'], # f"https://YOUR_END_POINT.openai.azure.com"
azure_deployment=os.environ['AZURE_DEPLOYMENT']
)
else:
raise NotImplementedError
return client
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