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Pydantic AI with Azure or GitHub Models
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# pip install azure-identity | |
# pip install pydantic-ai | |
from openai import AsyncAzureOpenAI | |
from azure.identity.aio import ( | |
AzureCliCredential, | |
get_bearer_token_provider, | |
) | |
from pydantic_ai import Agent | |
from pydantic_ai.models.openai import OpenAIModel | |
azure_credential = AzureCliCredential() | |
token_provider = get_bearer_token_provider(azure_credential, "https://cognitiveservices.azure.com/.default") | |
client = AsyncAzureOpenAI( | |
azure_endpoint="https://cog-v3v4cax5h4fjk.openai.azure.com", | |
api_version='2024-07-01-preview', | |
azure_ad_token_provider=token_provider, | |
) | |
model = OpenAIModel('chat', openai_client=client) # Model name should actually be deployment name | |
agent = Agent( | |
model, | |
system_prompt='Be concise, reply with one sentence.', | |
) | |
result = agent.run_sync('Where does "hello world" come from?') | |
print(result.data) | |
""" | |
The first known use of "hello, world" was in a 1974 textbook about the C programming language. | |
""" |
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import os | |
from pydantic_ai import Agent | |
from pydantic_ai.models.openai import OpenAIModel | |
model = OpenAIModel('gpt-4o', api_key=os.environ["GITHUB_TOKEN"], base_url="https://models.inference.ai.azure.com") | |
agent = Agent( | |
model, | |
system_prompt='Be concise, reply with one sentence.', | |
) | |
result = agent.run_sync('Where does "hello world" come from?') | |
print(result.data) | |
""" | |
The first known use of "hello, world" was in a 1974 textbook about the C programming language. | |
""" |
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