|
1 |
| -from azure.identity import DefaultAzureCredential, get_bearer_token_provider |
| 1 | +import asyncio |
2 | 2 |
|
3 |
| -from openai import AzureOpenAI |
| 3 | +from openai.lib.azure import AzureOpenAI, AsyncAzureOpenAI, AzureADTokenProvider, AsyncAzureADTokenProvider |
4 | 4 |
|
5 |
| -token_provider = get_bearer_token_provider(DefaultAzureCredential(), "https://cognitiveservices.azure.com/.default") |
| 5 | +scopes = "https://cognitiveservices.azure.com/.default" |
6 | 6 |
|
7 |
| - |
8 |
| -# may change in the future |
| 7 | +# May change in the future |
9 | 8 | # https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#rest-api-versioning
|
10 | 9 | api_version = "2023-07-01-preview"
|
11 | 10 |
|
12 | 11 | # https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource
|
13 | 12 | endpoint = "https://my-resource.openai.azure.com"
|
14 | 13 |
|
15 |
| -client = AzureOpenAI( |
16 |
| - api_version=api_version, |
17 |
| - azure_endpoint=endpoint, |
18 |
| - azure_ad_token_provider=token_provider, |
19 |
| -) |
20 |
| - |
21 |
| -completion = client.chat.completions.create( |
22 |
| - model="deployment-name", # e.g. gpt-35-instant |
23 |
| - messages=[ |
24 |
| - { |
25 |
| - "role": "user", |
26 |
| - "content": "How do I output all files in a directory using Python?", |
27 |
| - }, |
28 |
| - ], |
29 |
| -) |
30 |
| -print(completion.to_json()) |
| 14 | +deployment_name = "deployment-name" # e.g. gpt-35-instant |
| 15 | + |
| 16 | + |
| 17 | +def sync_main() -> None: |
| 18 | + from azure.identity import DefaultAzureCredential, get_bearer_token_provider |
| 19 | + |
| 20 | + token_provider: AzureADTokenProvider = get_bearer_token_provider(DefaultAzureCredential(), scopes) |
| 21 | + |
| 22 | + client = AzureOpenAI( |
| 23 | + api_version=api_version, |
| 24 | + azure_endpoint=endpoint, |
| 25 | + azure_ad_token_provider=token_provider, |
| 26 | + ) |
| 27 | + |
| 28 | + completion = client.chat.completions.create( |
| 29 | + model=deployment_name, |
| 30 | + messages=[ |
| 31 | + { |
| 32 | + "role": "user", |
| 33 | + "content": "How do I output all files in a directory using Python?", |
| 34 | + } |
| 35 | + ], |
| 36 | + ) |
| 37 | + |
| 38 | + print(completion.to_json()) |
| 39 | + |
| 40 | + |
| 41 | +async def async_main() -> None: |
| 42 | + from azure.identity.aio import DefaultAzureCredential, get_bearer_token_provider |
| 43 | + |
| 44 | + token_provider: AsyncAzureADTokenProvider = get_bearer_token_provider(DefaultAzureCredential(), scopes) |
| 45 | + |
| 46 | + client = AsyncAzureOpenAI( |
| 47 | + api_version=api_version, |
| 48 | + azure_endpoint=endpoint, |
| 49 | + azure_ad_token_provider=token_provider, |
| 50 | + ) |
| 51 | + |
| 52 | + completion = await client.chat.completions.create( |
| 53 | + model=deployment_name, |
| 54 | + messages=[ |
| 55 | + { |
| 56 | + "role": "user", |
| 57 | + "content": "How do I output all files in a directory using Python?", |
| 58 | + } |
| 59 | + ], |
| 60 | + ) |
| 61 | + |
| 62 | + print(completion.to_json()) |
| 63 | + |
| 64 | + |
| 65 | +sync_main() |
| 66 | + |
| 67 | +asyncio.run(async_main()) |
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