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Spin up a Glow instance from zero and make your first authenticated request. Pinned Glow API v1.0.52 · CLI v1.0.6 (see api-versions.json  for the live pin).

1 — Install the CLI

The glow CLI is the canonical entry point for deploying and operating an instance. Install via Homebrew (macOS / Linux):

brew install learnloopllc/glow/glow glow --version # → glow 1.0.0

Build-from-source instructions live in the glow-academic-cli README.

2 — Scaffold + deploy an instance

# Interactive wizard — writes ~/.glow/instances/<name>/glow-deploy.yaml glow init my-school # First-time deploy (pulls images, brings up postgres / api / client / keycloak) glow deploy my-school # Verify all containers are healthy glow status my-school

The wizard collects the origin URL, AI provider + key, seed template, and optional OIDC. Re-running glow init <name> overwrites the yaml idempotently.

Lifecycle commands you’ll use most:

CommandPurpose
glow deploy <name>first-time bring-up
glow redeploy <name>roll a new version (auto-backup + blue/green swap)
glow stop <name> / start <name>pause/resume (data + network intact)
glow destroy <name>tear down containers + volumes (asks twice)
glow status <name>container state + per-service health
glow logs <name> [-f]tail docker compose logs
glow backup <name>manage local pg_dump snapshots

3 — Authenticate

# Opens a browser → Keycloak login → drops a token into ~/.config/glow glow login --instance-url https://my-school.example.com

After login, every command uses the stored bearer token automatically. Details + service-account flow: see Authentication.

4 — Make your first call

The CLI dispatches every artifact action through a generic plural-name pattern: glow <plural-resource> <action>. There is no top-level /v5, /generate, /stream, or /health route — those are reached through their owning artifact.

# List personas glow personas search # Get one glow personas get --body '{"persona_id": "your-persona-uuid"}' # Real health artifact (POST /system/health, returns rich status) glow system health # Who am I? (POST /<any-artifact>/context returns ComposedContextResponse) glow profiles context

Equivalent raw HTTP (no /v5 prefix, singular paths). Export $GLOW_INSTANCE_URL + $GLOW_TOKEN once and the examples throughout these docs are copy-paste-ready — see Authentication:

curl -X POST $GLOW_INSTANCE_URL/persona/search \ -H "Content-Type: application/json" \ -H "Authorization: Bearer $GLOW_TOKEN" \ -d '{}'

CLI global flags

FlagEnvPurpose
--instance-url <url>GLOW_INSTANCE_URLoverride the active instance URL
--client-id <id>GLOW_CLIENT_IDoverride the OAuth client ID
--jsonmachine-readable output
-y, --yesskip confirmation prompts for destructive actions

(Legacy --api-url and --license-key flags have been removed — the license key now lives in ~/.glow/instances/<name>/glow-deploy.yaml and the instance URL replaces what --api-url used to do.)

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