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Integration Service user guide

Last updated Oct 29, 2025

Google Vertex AI agent connector features table

See the following table for an overview of the capabilities offered by the connector when executing agents in agentic processes.

Feature AreaFeatureGoogle Vertex Agent in Maestro
AuthenticationSingle token, Bearer token (e.g. Personal Access Token)No
AuthenticationService Principal-based authentication (e.g.,service account key) Yes
AuthenticationUser-delegated, token-based authentication (e.g., On-Behalf-Of, OpenID). No
Project DiscoveryDiscover available projects based on authenticationNo (provided by the user)
Agent DiscoveryDiscover available agentsYes (lists all AgentEngine agents within a project)
InvocationSupports synchronous (request-response) invocation.Yes
InvocationSupports streaming invocation (Server-Sent Events).No
InvocationSupports asynchronous invocation with polling or webhook/callback. No
InvocationAbility to specify the agent's tools/skills within the API request. Yes (in Prompt)
Session ManagementMaintains conversational context via session IDs and allows for the retrieval of event history from an ongoing session. Yes (use of session id within Managed Properties in Maestro)
Output ControlsEnforces structured, schema-adherent JSON output from agents.No
Content HandlingSupports multi-modal content exchange (e.g., binary files, images, audio). No
ObservabilityProvides comprehensive observability through togglable verbose tracing, OTEL-formatted traces, and cross-platform correlation IDs. Yes (in Google Cloud Console)
Consumption & AttributionTracks and attributes AI consumption (tokens/units) per response for cost analysis. Yes (the token cost of each response is included in the {:}response)
VersioningEnables agent versioning for CI/CD workflows, targeted invocations by version number (e.g., GA, preview), and rollbacks. No
Error HandlingDelivers structured, detailed error messages (reason, domain, metadata) for advanced debugging and conditional logic. Yes

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