Azure OpenAI

Using Azure OpenAI Service with Upsonic

Overview

Azure OpenAI Service provides access to OpenAI models through Microsoft Azure with enterprise features, compliance, and regional deployment.

Model Class: OpenAIChatModel (uses Azure provider)

Authentication

export AZURE_OPENAI_ENDPOINT="https://your-resource.openai.azure.com/"
export AZURE_OPENAI_API_KEY="..."
export OPENAI_API_VERSION="2024-02-15-preview"

Examples

from upsonic import Agent, Task
from upsonic.models.openai import OpenAIChatModel

model = OpenAIChatModel(model_name="gpt-4o", provider="azure")
agent = Agent(model=model)

task = Task("Hello, how are you?")
result = agent.do(task)
print(result)

Parameters

Parameter	Type	Description	Default	Source
max_tokens	int	Maximum tokens to generate	Model-specific	Base
temperature	float	Sampling temperature (0.0-2.0)	1.0	Base
top_p	float	Nucleus sampling	1.0	Base
seed	int	Random seed	None	Base
stop_sequences	list[str]	Stop sequences	None	Base
presence_penalty	float	Token presence penalty	0.0	Base
frequency_penalty	float	Token frequency penalty	0.0	Base
logit_bias	dict[str, int]	Token likelihood modifier	None	Base
parallel_tool_calls	bool	Allow parallel tools	True	Base
timeout	float	Request timeout (seconds)	600	Base