qdrant-monitoring-setup
How to Set Up Qdrant Monitoring
Get Prometheus scraping working first, then health probes, then alerting. Do not skip monitoring setup before going to production.
Prometheus Metrics
Use when: setting up metric collection for the first time or adding a new deployment.
- Node metrics at
/metricsendpoint Monitoring docs - Cluster metrics at
/sys_metrics(Qdrant Cloud only) - Prefix customization via
service.metrics_prefixconfig orQDRANT__SERVICE__METRICS_PREFIXenv var - Example self-hosted setup with Prometheus + Grafana prometheus-monitoring repo
Hybrid Cloud Scraping
Use when: running Qdrant Hybrid Cloud and need cluster-level visibility.
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337qdrant-scaling
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330qdrant-model-migration
Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching providers, or A/B testing models.
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