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Elaborator on monitoring, especially for cloud
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# Monitoring
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# Monitoring
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Qdrant exposes its metrics in a Prometheus format, so you can integrate them easily
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Qdrant exposes its metrics in [Prometheus](https://prometheus.io/docs/instrumenting/exposition_formats/#text-based-format)/[OpenMetrics](https://github.com/OpenObservability/OpenMetrics) format, so you can integrate them easily
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with the compatible tools and monitor Qdrant with your own monitoring system. You can
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with the compatible tools and monitor Qdrant with your own monitoring system. You can
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use the `/metrics` endpoint and configure it as a scrape target.
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use the `/metrics` endpoint and configure it as a scrape target.
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Metrics endpoint: <http://localhost:6333/metrics>
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Metrics endpoint: <http://localhost:6333/metrics>
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The integration with Qdrant is easy to
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The integration with Qdrant is easy to
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[configure](https://prometheus.io/docs/prometheus/latest/getting_started/#configure-prometheus-to-monitor-the-sample-targets)
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[configure](https://prometheus.io/docs/prometheus/latest/getting_started/#configure-prometheus-to-monitor-the-sample-targets)
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with Prometheus and Grafana.
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with Prometheus and Grafana.
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## Exposed metric
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## Monitoring multi-node clusters
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When scraping metrics from multi-node Qdrant clusters, it is important to scrape from
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each node individually instead of using a load-balanced URL. Otherwise, your metrics will appear inconsistent after each scrape.
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## Monitoring in Qdrant Cloud
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To scrape metrics from a Qdrant cluster running in Qdrant Cloud, note that an [API key](/documentation/cloud/authentication/) is required to access `/metrics`. Qdrant Cloud also supports supplying the API key as a [Bearer token](https://www.rfc-editor.org/rfc/rfc6750.html), which may be required by some providers.
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## Exposed metrics
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Each Qdrant server will expose the following metrics.
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Each Qdrant server will expose the following metrics.
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