Qdrant Monitoring Setup
QdrantOfficialPublished by Qdrant
- Skill
- Tool integration
- Cloud and DevOps
- Apache-2.0
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AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
This skill provides comprehensive guidance on setting up observability for Qdrant, covering metric collection via Prometheus and Datadog, Kubernetes health probes, and log management. It addresses specific requirements for self-hosted and Hybrid Cloud environments, including best practices for audit logging and alert configuration to ensure visibility into cluster health and operational state.
What it does
- Explains how to configure Prometheus and Datadog for Qdrant metric collection.
- Details the use of health check endpoints for Kubernetes liveness and readiness probes.
- Provides instructions for monitoring Hybrid Cloud deployments, including cluster-exporter and operator metrics.
- Outlines essential alert criteria for node and cluster health.
- Describes methods for log centralization and audit log configuration across different versions.
When to use it
- When setting up metric collection for a new Qdrant deployment.
- When configuring Kubernetes health checks for Qdrant pods.
- When establishing alerting rules for cluster issues like disk usage or replication status.
- When implementing centralized logging or audit trails for compliance requirements.
Advantages
- Provides clear guidance on distinguishing between self-hosted and Hybrid Cloud monitoring needs.
- Offers specific configuration advice for modern audit log streaming.
- Helps avoid common pitfalls like misinterpreting page cache memory usage.
- Centralizes operational knowledge for Qdrant observability.
Usage examples
- “How do I set up Prometheus monitoring for my Qdrant instance?”
- The agent provides steps for scraping the /metrics endpoint and configuring the metrics prefix.
- “What are the recommended health check endpoints for Qdrant in Kubernetes?”
- The agent identifies /healthz, /livez, and /readyz as the appropriate endpoints for liveness and readiness probes.
- “How can I centralize my Qdrant audit logs?”
- The agent explains how to configure audit output to stdout or stderr for log collection via DaemonSets.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/qdrant/qdrant-monitoring-setup/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip qdrant-monitoring-setup.zip -d .agents/skills
Documentation by Qdrant
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 docsCluster metrics at
/sys_metrics(Qdrant Cloud only)Prefix customization via
service.metrics_prefixconfig orQDRANT__SERVICE__METRICS_PREFIXenv varExample self-hosted setup with Prometheus + Grafana prometheus-monitoring repo
Datadog integration: collect metrics via the OpenMetrics
/metricsendpoint Datadog integration
Hybrid Cloud Scraping
Use when: running Qdrant Hybrid Cloud and need cluster-level visibility.
Do not just scrape Qdrant nodes. In Hybrid Cloud, you manage the Kubernetes data plane. You must also scrape the cluster-exporter and operator pods for full cluster visibility and operator state.
Hybrid Cloud Prometheus setup tutorial Hybrid Cloud Prometheus
Official Grafana dashboards Grafana dashboard repo
Liveness and Readiness Probes
Use when: configuring Kubernetes health checks.
Use
/healthz,/livez,/readyzfor basic status, liveness, and readiness Kubernetes health endpoints
Alerting
Use when: setting up alerts for production or Hybrid Cloud deployments.
Qdrant Cloud provides pre-configured email alerts for 11 cluster issues. Use scraped metrics when you need custom alerts or routing to other targets. See Cloud cluster monitoring
Use AlertmanagerConfig to route alerts to Slack, PagerDuty, or other targets based on labels
At minimum, alert on: optimizer errors, node not ready, replication factor below target, disk usage >80%
Log Centralization and Audit Logging
Use when: enterprise compliance requires centralized logs or audit trails.
Enable JSON log format for structured analysis: set
logger.formattojsonin config ConfigurationUse FluentD/OpenSearch for log aggregation
Audit logs (v1.17+) write to local filesystem (
/qdrant/storage/audit/) by default. On v1.20 or newer, setaudit.outputtostdout,stderr,file_and_stdout, orfile_and_stderr(env varQDRANT__AUDIT__OUTPUT) so a DaemonSet can collect them with no sidecar or Persistent Volume. Each line carries"kind": "audit"to tell it from regular logs, and the/audit/logsAPI returns nothing on a node that writes only to a stream. On v1.19 or older, mount a Persistent Volume and deploy a sidecar container to tail the files to stdout. Audit logging
What NOT to Do
Scrape
/sys_metricson self-hosted (only available on Qdrant Cloud)Scrape only Qdrant nodes in Hybrid Cloud (miss cluster-exporter and operator metrics)
Skip monitoring setup before going to production (you will regret it)
Alert on page cache memory usage (it's supposed to fill available RAM, normal OS behavior)
Files
- ATTRIBUTION.mdAdded by AutoGineer858 B
- LICENSELicence file added by AutoGineer11.1 KiB
- SKILL.md4.0 KiB
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Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
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Needs: Needs Node.js
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Attribution and licence
- Published by
- Qdrant
- Publisher
- Qdrant (Official)
- Source
- qdrant/skills · skills/qdrant-monitoring/setup · commit 9f55f6a
- Licence
- Apache License 2.0 (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
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Download ZIP
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