Add AI Model Catalog Aspire Integration

[luisquintanilla]

Currently, Aspire supports connecting to OpenAI / Azure OpenAI services.

Add component to support different AI model providers such as those provided by the Azure AI Studio Model Catalog

Semantic Kernel is currently working on Connectors for model providers like the Azure AI Model Catalog

https://devblogs.microsoft.com/semantic-kernel/spring-2024-roadmap-for-semantic-kernel/

Consider leveraging the work Semantic Kernel is doing to configure and expose these model services through Aspire.

[luisquintanilla]

Aspire Components

• Hosting - For hosting, we'd need an Aspire component that:

1. Provision Azure ML infrastructure.
   • Azure ML Workspace. The Azure ML Workspace provisions additional resources such as:
     • Key Vault
     • Log Analytics
2. Deploys serverless API endpoint.

• Consumption / Client - The consumption / client component would wrap the existing Azure.AI.Inference SDK.