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google-cloud-aiplatform

What changed in google-cloud-aiplatform 1 to 2, from its official release notes, upgrade guides and advisories. Sources checked 2026-10-18.

2 security7 new APIs and options13 fixes and other

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google-cloud-aiplatform 220 changes

New APIs and options 7

  • Add agent_card to AgentRuntimeConfig for runtimes.create and update.

    2.5.0release notes

  • Agent Engine create and update requests now surface the LRO name.

    2.4.0release notes

  • Evals support cross-region routing.

    2.4.0release notes

  • Adds a method to load an EvaluationDataset from an ADK eval set.

    2.4.0release notes

  • Evals support per-step judges.

    2.4.0release notes

  • LiveClientSetup now includes labels.

    2.3.0release notes

  • The agentplatform genai SDK adds serving profiles support.

    2.3.0release notes

Fixes and other changes 13

  • Display N/A for missing summary scores in the comparison report.

    2.5.0release notes

  • Treat NaN and array cells as missing in eval DataFrames.

    2.5.0release notes

  • Send list and dict context to the evaluation service.

    2.5.0release notes

  • Raise google.genai.errors.APIError when Agent Engine create or update LROs fail.

    2.5.0release notes

  • Back off only on retryable errors during inference and agent-run retries.

    2.5.0release notes

  • agent_engines now allows opentelemetry-instrumentation-google-genai 1.x.

    2.5.0release notes

  • Pass client credentials and http_options to per-thread runtime clients.

    2.5.0release notes

  • Fix run_inference for local ADK agents and remote runtime N+1.

    2.5.0release notes

  • Save Gemini agent run_inference results to dest.

    2.5.0release notes

  • Show intermediate_events as a conversation trace in show().

    2.5.0release notes

  • Session events are replayed into a scratch session, which is deleted afterwards.

    2.4.0release notes

  • async_stream_query is non-blocking by using the async execution client.

    2.3.0release notes

  • clone() keeps the AdkApp subclass, plugins, and credential_service_builder.

    2.3.0release notes

google-cloud-aiplatform 12 changes

Security 2

  • Google Cloud Vertex AI has a a vulnerability involving predictable bucket naming

    1.133.0security advisory

  • Google Cloud Vertex AI SDK affected by Stored Cross-Site Scripting (XSS)

    1.131.0security advisory