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Reducing Qdrant query latency v1.0.0
Use this resource to reduce the latency of a single Qdrant query and its latency spikes
New
- 345 downloads
- 135 likes
- 199 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install qdrant-query-latency-reductionWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent first identifies which component slows the query, then suggests settings (segment count, memory pressure, vertical scaling) aimed at latency rather than throughput. You get a configuration that cuts response time, with its cost to throughput.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- Apache-2.0
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What you get
- SKILL.md: latency settings (segments, memory, vertical scaling)
- SKILL.md: memory pressure and mistakes to avoid
Good fit for
- Your p99 is above your acceptable threshold
- A single query takes several seconds
Not for
Tags
- qdrant
- latency
- p99
- settings
- performance
About
You say
“My Qdrant search p99 is over 500 ms, which options should I look at first?”
Skill published by qdrant under the Apache-2.0 license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to reduce the latency of a single Qdrant query and its latency spikes
- Review and adjust the result
Content preview
Files
- LICENSE11.3 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md2.9 KB
Origin and licence
Listed unmodified
- Author
- qdrant
- Source
- github.com/qdrant/skills/tree/15793b641b7bc85d2e7dc59be1b796381ce715ba/skills/qdrant-scaling/minimize-latency
- Licence
- Apache-2.0
Notice
« qdrant-minimize-latency » (qdrant, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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