Operations & Scale Tutorials
Production-grade management, monitoring, and high-volume optimization.
| Tutorial | Objective | Stack | Time | Level |
|---|---|---|---|---|
| Snapshots | Create and restore collection snapshots. | Python | 20m | Beginner |
| Data Migration | Move embeddings to Qdrant. | CLI | 30m | Intermediate |
| Keeping Qdrant in sync with PostgreSQL | Keep Qdrant in sync with PostgreSQL. | Python | 30m | Intermediate |
| Embedding Model Migration | Use your new model with zero downtime. | None | 40m | Intermediate |
| Large-Scale Search | Cost-efficient search for LAION-400M datasets. | None | 48h | Advanced |
| Qdrant Cloud Prometheus Monitoring | Observability with Prometheus and Grafana. | Prometheus | 30m | Intermediate |
| Self-Hosted Prometheus Monitoring | Observability for hybrid/private cloud setups. | Prometheus | 30m | Intermediate |