Phi
, Llama
, Mistral
, Cohere
and more.
Authentication
Navigate to Azure AI Foundry on the Azure Portal and create a service. Then set your environment variables:Example
UseAzureAIFoundry
with your Agent
:
Advanced Examples
View more examples here.Parameters
Parameter | Type | Default | Description |
---|---|---|---|
id | str | "gpt-4o" | The id of the model to use |
name | str | "AzureAIFoundry" | The name of the model |
provider | str | "Azure" | The provider of the model |
temperature | Optional[float] | None | Controls randomness in the model’s output (0.0 to 2.0) |
max_tokens | Optional[int] | None | Maximum number of tokens to generate in the response |
frequency_penalty | Optional[float] | None | Penalizes new tokens based on their frequency in the text so far (-2.0 to 2.0) |
presence_penalty | Optional[float] | None | Penalizes new tokens based on whether they appear in the text so far (-2.0 to 2.0) |
top_p | Optional[float] | None | Controls diversity via nucleus sampling (0.0 to 1.0) |
stop | Optional[Union[str, List[str]]] | None | Up to 4 sequences where the API will stop generating further tokens |
seed | Optional[int] | None | Random seed for deterministic sampling |
model_extras | Optional[Dict[str, Any]] | None | Additional model-specific parameters |
request_params | Optional[Dict[str, Any]] | None | Additional parameters to include in the request |
api_key | Optional[str] | None | The API key for Azure AI Foundry (defaults to AZURE_API_KEY env var) |
api_version | Optional[str] | None | The API version to use (defaults to AZURE_API_VERSION env var) |
azure_endpoint | Optional[str] | None | The Azure endpoint URL (defaults to AZURE_ENDPOINT env var) |
timeout | Optional[float] | None | Request timeout in seconds |
max_retries | Optional[int] | None | Maximum number of retries for failed requests |
http_client | Optional[httpx.Client] | None | HTTP client instance for making requests |
client_params | Optional[Dict[str, Any]] | None | Additional parameters for client configuration |
AzureAIFoundry
is a subclass of the Model class and has access to the same params.
Supported Models
Azure AI Foundry provides access to a wide variety of models including:- Microsoft Models:
Phi-4
,Phi-3.5-mini-instruct
,Phi-3.5-vision-instruct
- Meta Models:
Meta-Llama-3.1-405B-Instruct
,Meta-Llama-3.1-70B-Instruct
,Meta-Llama-3.1-8B-Instruct
- Mistral Models:
Mistral-large
,Mistral-small
,Mistral-Nemo
- Cohere Models:
Cohere-command-r-plus
,Cohere-command-r