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Choosing the right Qdrant scaling path v1.0.0
Use this resource to pick the right Qdrant scaling guide for the symptom you observe
New
- 432 downloads
- 170 likes
- 208 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install qdrant-scaling-routingWith 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 matches the symptom (data no longer fitting on one node, too little throughput, high latency, too many tenants) and opens the matching guide. You get an answer grounded in that guide, with steps to grow or split your cluster.
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: symptom-to-guide routing table
- Sub-folders: data volume (horizontal, vertical, time window, tenants), throughput and latency guides
Good fit for
- Your data no longer fits on a single node
- Your cluster cannot keep up with the query rate
Not for
Tags
- qdrant
- scaling
- throughput
- latency
- sharding
About
You say
“Our data exceeds one node's memory, should we add nodes or upsize?”
Skill published by qdrant under the Apache-2.0 license, delivered in its original version.
Show moreShow less
How to use it
- Install the skill in your agent's skills folder
- Ask your agent to pick the right Qdrant scaling guide for the symptom you observe
- Review and adjust the result
Content preview
Files
- LICENSE11.3 KB
- minimize-latency/SKILL.md2.9 KB
- NOTICE-PALATEKIT.md0.5 KB
- scaling-data-volume/horizontal-scaling/SKILL.md4.8 KB
- scaling-data-volume/SKILL.md1.9 KB
- scaling-data-volume/sliding-time-window/SKILL.md4.6 KB
- scaling-data-volume/tenant-scaling/SKILL.md3.6 KB
- scaling-data-volume/vertical-scaling/SKILL.md5.3 KB
- scaling-qps/SKILL.md4.2 KB
- scaling-query-volume/SKILL.md1.4 KB
- SKILL.md2.4 KB
Origin and licence
Listed unmodified
- Author
- qdrant
- Source
- github.com/qdrant/skills/tree/15793b641b7bc85d2e7dc59be1b796381ce715ba/skills/qdrant-scaling
- Licence
- Apache-2.0
Notice
« qdrant-scaling » (qdrant, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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