Description

ChatCompletionsClient and EmbeddingsClient registrations in Aspire.Azure.AI.Inference had GetHealthCheckEnabled hardcoded to false and CreateHealthCheck throwing NotImplementedException, meaning health checks were silently disabled for both client types regardless of configuration.

This PR adds AzureAIInferenceChatCompletionsHealthCheck and AzureAIInferenceEmbeddingsHealthCheck, which use the already-registered SDK clients to call GetModelInfoAsync() (a single read-only HTTP GET to /info), verifying endpoint connectivity. A DisableHealthChecks property is added to ChatCompletionsClientSettings to allow opt-out, consistent with the DisableMetrics/DisableTracing pattern. The conformance test SetHealthCheck override is also enabled.

AzureOpenAIClient health checks remain disabled — the Azure.AI.OpenAI SDK deliberately throws NotSupportedException on GetOpenAIModelClient(), and all other sub-clients require a deployment name and initiate real inference operations. The existing NotImplementedException is replaced with a NotSupportedException and an explanatory comment.

Fixes # (issue) — N/A, addressing existing NotImplementedException / hardcoded false

Checklist

• Is this feature complete?
  • Yes. Ready to ship.
• Are you including unit tests for the changes and scenario tests if relevant?
  • Yes — SetHealthCheck conformance tests enabled for ConformanceTests in Aspire.Azure.AI.Inference.Tests
• Did you add public API?
  • Yes — DisableHealthChecks on ChatCompletionsClientSettings
    • Did you have an API Review for it?
      • Yes
      • No — property follows the established DisableMetrics/DisableTracing pattern on the same type; no new design decisions
    • Did you add <remarks /> and <code /> elements on your triple slash comments?
      • Yes
      • No — property is self-explanatory and consistent with sibling properties on the same class
• Does the change make any security assumptions or guarantees?
  • No
• Does the change require an update in our Aspire docs?
  • No