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Port sample apps to template-based workflow #724

@nan-yu

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@nan-yu

Migrate existing sample app (restaurant finder) to demonstrate the latency and fidelity benefits of the Template Profile.

Proposed tasks:

  • Replace the schema-based composition logic in the Restaurant Finder sample with the new template-based logic.
  • Migrate to v0.9 spec.
  • Conduct latency benchmarking to compare the "Full Profile" vs. "Template Profile" response times for identical user queries.

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    P2component: agent libraryRelating to the agent inference librariessprint readyThis issue should be included in sprint planning views

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