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docs(examples/azure): add async snippet (#1787)
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fedeoliv authored Jan 22, 2025
1 parent c111dab commit f60eda1
Showing 1 changed file with 58 additions and 21 deletions.
79 changes: 58 additions & 21 deletions examples/azure_ad.py
Original file line number Diff line number Diff line change
@@ -1,30 +1,67 @@
from azure.identity import DefaultAzureCredential, get_bearer_token_provider
import asyncio

from openai import AzureOpenAI
from openai.lib.azure import AzureOpenAI, AsyncAzureOpenAI, AzureADTokenProvider, AsyncAzureADTokenProvider

token_provider = get_bearer_token_provider(DefaultAzureCredential(), "https://cognitiveservices.azure.com/.default")
scopes = "https://cognitiveservices.azure.com/.default"


# may change in the future
# May change in the future
# https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#rest-api-versioning
api_version = "2023-07-01-preview"

# https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource
endpoint = "https://my-resource.openai.azure.com"

client = AzureOpenAI(
api_version=api_version,
azure_endpoint=endpoint,
azure_ad_token_provider=token_provider,
)

completion = client.chat.completions.create(
model="deployment-name", # e.g. gpt-35-instant
messages=[
{
"role": "user",
"content": "How do I output all files in a directory using Python?",
},
],
)
print(completion.to_json())
deployment_name = "deployment-name" # e.g. gpt-35-instant


def sync_main() -> None:
from azure.identity import DefaultAzureCredential, get_bearer_token_provider

token_provider: AzureADTokenProvider = get_bearer_token_provider(DefaultAzureCredential(), scopes)

client = AzureOpenAI(
api_version=api_version,
azure_endpoint=endpoint,
azure_ad_token_provider=token_provider,
)

completion = client.chat.completions.create(
model=deployment_name,
messages=[
{
"role": "user",
"content": "How do I output all files in a directory using Python?",
}
],
)

print(completion.to_json())


async def async_main() -> None:
from azure.identity.aio import DefaultAzureCredential, get_bearer_token_provider

token_provider: AsyncAzureADTokenProvider = get_bearer_token_provider(DefaultAzureCredential(), scopes)

client = AsyncAzureOpenAI(
api_version=api_version,
azure_endpoint=endpoint,
azure_ad_token_provider=token_provider,
)

completion = await client.chat.completions.create(
model=deployment_name,
messages=[
{
"role": "user",
"content": "How do I output all files in a directory using Python?",
}
],
)

print(completion.to_json())


sync_main()

asyncio.run(async_main())

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