Azure OpenAI - Upsonic AI

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.azure import AzureModel

model = AzureModel(model_name="gpt-4o")
agent = Agent(model=model)

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

Model Settings

You can set model parameters in two ways: on the model or on the Agent. On the model:

from upsonic import Agent, Task
from upsonic.models.azure import AzureModel, AzureModelSettings

model = AzureModel(
    model_name="gpt-4o",
    settings=AzureModelSettings(max_tokens=1024, temperature=0.7)
)
agent = Agent(model=model)

On the Agent:

from upsonic import Agent, Task
from upsonic.models.azure import AzureModelSettings

agent = Agent(
    model="azure/gpt-4o",
    settings=AzureModelSettings(max_tokens=1024, temperature=0.7)
)

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

Documentation Index

​Overview

​Authentication

​Examples

​Model Settings

​Parameters

Overview

Authentication

Examples

Model Settings

Parameters