geadm 0.1.0

CLI for Google Gemini Enterprise

geadm

geadm is a command-line companion for operating Google Gemini Enterprise. It gives platform teams fast answers to the questions that come up daily while running a Gemini Enterprise deployment: What's deployed? Are the connectors syncing? What are users asking, and what is Model Armor flagging? How close are we to a quota ceiling? Is everything healthy?

It inventories engines, data stores, connectors and agents; inspects and tails the platform's Cloud Logging streams; summarises Cloud Monitoring metrics and quota utilisation; and runs a one-shot health check across all of it.

By design, the current release is strictly read-only — every command works with viewer roles alone, so it can be handed to anyone on the team without change-risk. It may grow administrative verbs (e.g. triggering connector syncs, managing agents) in a future release.

Contributing with an AI coding agent? Read AGENTS.md — it maps the project subagents, skills and hard constraints.

Install

uv tool install geadm      # or: pipx install geadm / pip install geadm

From a checkout:

uv tool install .
# or for development:
uv sync && uv run geadm --help

Authentication & roles

geadm uses Application Default Credentials (gcloud auth application-default login); it never reads or writes key files.

Role	Used by
roles/discoveryengine.viewer	geadm ls …, geadm doctor
roles/logging.viewer	geadm logs …, geadm doctor
roles/monitoring.viewer	geadm stats, geadm quota, geadm doctor

User credentials (as opposed to service accounts) also need a quota project: geadm uses the target project automatically, which requires serviceusage.services.use there. If you don't have it, pass --quota-project <other-project> (or set GOOGLE_CLOUD_QUOTA_PROJECT) to bill a project you can use.

Enabling connector/observability logging on a project is a one-time setup step requiring roles/discoveryengine.agentspaceAdmin; geadm only ever reads what's there.

Commands

Global options: --project (defaults to the ADC project), --location (default global; regional locations are routed to {location}-discoveryengine.googleapis.com). Every command supports --json for machine-readable output, and time-windowed commands take --since (30m, 1h, 24h, 7d).

Overview — geadm info

geadm info

Project-wide dashboard: summary tiles (engines, data stores, connector health, agents, license seats/activation/unmet demand) plus a card per engine showing its data stores with their connector sources and its agents ("My Agent" user defaults are grouped into a single ×N line).

Inventory — geadm ls

geadm ls engines|datastores|connectors|agents|licenses

Walks the collection hierarchy: engines and data stores under default_collection, data connectors across all collections (each connector-backed source lives in its own), agents per engine, and user licenses in the project's default_user_store.

Logs — geadm logs

geadm logs connector [--datastore ID] [--severity ERROR] [--since 1h]
geadm logs user [email] [--since 24h] [--follow]
geadm logs ai [--since 24h] [--follow]

logs connector shows data-connector sync activity. logs user shows end-user Gemini Enterprise activity — prompts, assistant replies, searches and Model Armor screening events — for one user, or all users when the email is omitted. logs ai streams the raw gen_ai.user.message/gen_ai.choice content logs (prompt and reply text with no identity field, so it cannot be scoped per user — use logs user for that). --follow/-f tails either stream live (newline-delimited JSON with --json). When a log turns out to be empty, geadm tells you whether logging simply isn't enabled on the project or nothing matched your filter.

⚠ Sensitive output: geadm logs user and geadm logs ai can surface end-user prompt and response content when prompt/response logging is enabled on the project, and print a warning banner before any output.

Metrics — geadm stats

geadm stats [--engine ID] [--since 24h]

Discovers the project's discoveryengine.googleapis.com metrics at runtime and summarises query volume, latency and connector sync freshness over the window.

Quotas — geadm quota

geadm quota [--since 24h]

Pairs each Discovery Engine quota's latest usage with its limit per location: percent used (highlighted at ≥75% / ≥90%), byte quotas in human units, and counts of quota-exceeded events over the window — the quickest way to spot the next capacity ceiling before ingestion hits it.

Health check — geadm doctor

geadm doctor [--since 24h]

Runs the whole suite concurrently — inventory reachability, connector states and sync freshness, connector/API error logs, metric availability — and renders a live PASS/WARN/FAIL table. Exits non-zero if any check fails, so it drops straight into CI or cron.