feat(provider): add Vertex AI provider#6202
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Add a Vertex AI provider that integrates GCP Vertex AI model endpoint monitoring into Keep via Cloud Monitoring. Features: - Service account JSON auth (same pattern as gcpmonitoring provider) - Pull Vertex AI alerts from GCP Cloud Monitoring - Webhook support via GCP Monitoring notification channels - Auto-creates 3 default alert policies (error rate, latency, endpoint down) - Monitors prediction count, error rate, and latency metrics - 4 mock alert scenarios for testing Closes keephq#6087
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What
Add a Vertex AI provider that integrates GCP Vertex AI model endpoint monitoring into Keep via Cloud Monitoring.
Why
Closes #6087 — Vertex AI is a core GCP service for serving LLMs. Users deploying Keep on GCP (like the issue requester on GKE) need native Vertex AI alerting support alongside their existing GCP infrastructure monitoring.
How
Vertex AI doesn't expose native webhooks — alerts flow through GCP Cloud Monitoring. This provider:
gcpmonitoringprovider)aiplatform.googleapis.com/*metrics and fetches their active incidentsaiplatform/prediction/online/error_count— prediction errorsaiplatform/prediction/online/latencies— prediction latency spikesaiplatform/prediction/online/prediction_count— endpoint availabilityTesting
_format_alertwith all 4 mock alert scenariosFiles Added
keep/providers/vertexai_provider/__init__.pykeep/providers/vertexai_provider/vertexai_provider.pykeep/providers/vertexai_provider/alerts_mock.pytests/test_vertexai_provider.pyDependencies Added
google-cloud-monitoring = "^2.18.0"inpyproject.toml