openai/openai-python
Publicmirrored from https://github.com/openai/openai-pythonAvailable
examples/azure_ad.py
67lines · modeblame
abc5459cFernando de Oliveira1 years ago | 1 | import asyncio |
08b8179aDavid Schnurr2 years ago | 2 | |
abc5459cFernando de Oliveira1 years ago | 3 | from openai.lib.azure import AzureOpenAI, AsyncAzureOpenAI, AzureADTokenProvider, AsyncAzureADTokenProvider |
08b8179aDavid Schnurr2 years ago | 4 | |
abc5459cFernando de Oliveira1 years ago | 5 | scopes = "https://cognitiveservices.azure.com/.default" |
08b8179aDavid Schnurr2 years ago | 6 | |
abc5459cFernando de Oliveira1 years ago | 7 | # May change in the future |
08b8179aDavid Schnurr2 years ago | 8 | # https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#rest-api-versioning |
| 9 | api_version = "2023-07-01-preview" | |
| 10 | | |
| 11 | # https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource | |
| 12 | endpoint = "https://my-resource.openai.azure.com" | |
| 13 | | |
abc5459cFernando de Oliveira1 years ago | 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()) |