Compute & Runtime 1 documented workflow

Vertex AI

Pro generative AI and embedding API workflows.

Documented workflows

1 workflows

[prod_only] Model training and tuning (requires TPU/GPU clusters).
Prediction endpoints and model management are out of current scope.
generateContent, streamGenerateContent, embedContent, countTokens: Deterministic local GenAI REST facade exists for selected flows.
models, tuning, batch prediction: Not supported locally. This operation is not available in LocalCloud.
Audited metadata survives restart while the LocalCloud volume is retained
External runtime/data-plane side effects, if any, have separate lifecycle and recovery limits.

AI agent local testing: prompts and endpoint routing for local workflows.
Local cloud for AI agents: give agent-written cloud code a credentialless target.
Compatibility: compare all 27 service guides.
Configuration: service selection, tiers, and runtime precedence.