yera.cli.model_discovery.azure

Azure OpenAI model discovery handler.

Symbols

class AzureModelDiscovery — Handler for discovering model deployments from Azure OpenAI.

AzureModelDiscovery

Inherits: BaseModelDiscovery

Handler for discovering model deployments from Azure OpenAI.

Unlike other providers, Azure requires models to be 'deployed' before they can be used. This class discovers these deployments within a specific Azure Cognitive Services account and classifies them by their underlying model type.

Methods

discover — Fetches all active deployments from the configured Azure OpenAI resource.

AzureModelDiscovery.discover

discover() → DiscoveredModels

Fetches all active deployments from the configured Azure OpenAI resource.

The discovery process follows these steps: 1. Authenticates using the provided tenant ID. 2. Queries the Cognitive Services Management client for all deployments within the specific resource group and account. 3. Uses classify_openai_model to determine if the deployment is an LLM, Embedding, TTS, or STT model based on the underlying model name. 4. Maps each valid deployment to its corresponding Yera configuration object.

Returns

type: DiscoveredModels

A DiscoveredModels object containing lists of discovered LLMs, embeddings, TTS, and STT configurations.

Raises

TypeError

If the provided connection object is not an AzureConnection.