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20 lines
1.4 KiB
Markdown
20 lines
1.4 KiB
Markdown
---
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title: Operations & Scale
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weight: 20
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is_empty: false
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aliases:
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- how-to
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- tutorials
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partition: qdrant
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---
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### Operations & Scale Tutorials
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*Production-grade management, monitoring, and high-volume optimization.*
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| Tutorial | Objective | Stack | Time | Level |
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| :--- | :--- | :--- | :--- | :--- |
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| [Snapshots](/documentation/tutorials-operations/create-snapshot/) | Create and restore collection snapshots. | <span class="pill">Python</span> | 20m | <span class="text-green">Beginner</span> |
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| [Data Migration](/documentation/tutorials-operations/migration/) | Move embeddings to Qdrant. | <span class="pill">CLI</span> | 30m | <span class="text-yellow">Intermediate</span> |
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| [Qdrant Cloud Prometheus Monitoring](/documentation/tutorials-and-examples/managed-cloud-prometheus/) | Observability with Prometheus and Grafana. | <span class="pill">Prometheus</span> | 30m | <span class="text-yellow">Intermediate</span> |
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| [Self-Hosted Prometheus Monitoring](/documentation/tutorials-and-examples/hybrid-cloud-prometheus/) | Observability for hybrid/private cloud setups. | <span class="pill">Prometheus</span> | 30m | <span class="text-yellow">Intermediate</span> |
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| [Large-Scale Search](/documentation/tutorials-operations/large-scale-search/) | Cost-efficient search for LAION-400M datasets. | <span class="pill">None</span> | 2d | <span class="text-red">Advanced</span> | |