qdrant monitoring
qdrant-monitoring
Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis.
Introduction source: author · github · b6483db44fb602654bca6a097185fcaddb305f97 Reference
Author's original introduction
Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis.
SkillPi interpretation
- Tasks
- qdrant monitoring
- Audience
- Use the scenarios stated in the author's introduction.
- Inputs and outputs
- See the complete author document; outputs have not been runtime verified by SkillPi.
- Software, accounts and paid services
- Check required software, accounts, costs and permissions in the full document; confirm and authorize actual file access and external services in your host. Domains referenced in the documents (not a runtime allowlist): github.com, qdrant.tech, search.qdrant.tech
- Limits and differences
- Functionality, version status and outcome statements in the introduction are author claims. Only pinned source and static attachment evidence were checked; runtime behavior, external services and compatibility are not guaranteed.
- Testing
- Not tested
Permissions and checks before use
Automatically summarized from this main document. Matches may be examples or defensive advice; they are not actual permission declarations. Attachments, external dependencies and runtime behavior are not covered.
These common operations were not identified in the main document. This does not mean no permissions or risks exist.
Domains or addresses referenced in the document
These addresses may be documentation links or examples, not an approved network allowlist. Verify actual destinations and outgoing data before use.
- search.qdrant.tech
Security rating and access scope
caution · Static evidence review; not a runtime safety guarantee.
Check required software, accounts, costs and permissions in the full document; confirm and authorize actual file access and external services in your host. Domains referenced in the documents (not a runtime allowlist): github.com, qdrant.tech, search.qdrant.tech
Before use, confirm and authorize actual file access, external services and network destinations in your host. This review grants no runtime permissions.
Original SKILL.md
--- name: qdrant-monitoring description: "Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis." allowed-tools: - Read - Grep - Glob --- # Qdrant Monitoring Qdrant monitoring allows tracking performance and health of your deployment, and identifying issues before they become outages. First determine whether you need to set up monitoring or diagnose an active issue. - Understand available metrics [Monitoring docs](https://search.qdrant.tech/md/documentation/operations/monitoring/) ## Monitoring Setup Prometheus scraping, health probes, Hybrid Cloud specifics, alerting, and log centralization. [Monitoring Setup](setup/SKILL.md) ## Debugging with Metrics Optimizer stuck, memory growth, slow requests. Using metrics to diagnose active production issues. [Debugging with Metrics](debugging/SKILL.md)
Copyright and license notice
MIT License Copyright GitHub, Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
User discussion