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feat(BA-615): Collect metrics for the RPC server #3555

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resolves #3549 (BA-615)

Checklist: (if applicable)

  • Milestone metadata specifying the target backport version
  • Mention to the original issue
  • Installer updates including:
    • Fixtures for db schema changes
    • New mandatory config options
  • Update of end-to-end CLI integration tests in ai.backend.test
  • API server-client counterparts (e.g., manager API -> client SDK)
  • Test case(s) to:
    • Demonstrate the difference of before/after
    • Demonstrate the flow of abstract/conceptual models with a concrete implementation
  • Documentation
    • Contents in the docs directory
    • docstrings in public interfaces and type annotations

@HyeockJinKim HyeockJinKim self-assigned this Jan 30, 2025
@github-actions github-actions bot added comp:agent Related to Agent component size:M 30~100 LoC labels Jan 30, 2025
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Add Prometheus metrics for RPC server in agent component
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