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Raising Qdrant query throughput v1.0.0

Use this resource to increase the number of queries per second your Qdrant can handle

New

  • 319 downloads
  • 140 likes
  • 246 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install qdrant-query-throughput-scaling

With 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 login

The agent looks at segment count, quantization, batch search and horizontal scaling for throughput, then reduces the impact of heavy update workloads. You get a configuration that favours throughput, with the trade-off on latency.

Mostly picked by

Updated November 2, 2026

Card for the “Raising Qdrant query throughput” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: throughput tuning (segments, quantization pinned in RAM, batch search)
  • SKILL.md: replication, horizontal scaling and disk I/O bottlenecks

Good fit for

  • Your Qdrant cannot hold peak load
  • Throughput collapses during bulk updates

Not for

    Tags

    • qdrant
    • throughput
    • qps
    • segments
    • replication

    About

    You say

    “My API gets 800 requests per second and Qdrant is saturated, how do I raise throughput?”

    Card for the “Raising Qdrant query throughput” skill

    Skill published by qdrant under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to increase the number of queries per second your Qdrant can handle
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md4.2 KB

    Origin and licence

    Listed unmodified

    Author
    qdrant
    Source
    github.com/qdrant/skills/tree/15793b641b7bc85d2e7dc59be1b796381ce715ba/skills/qdrant-scaling/scaling-qps
    Licence
    Apache-2.0

    Notice

    « qdrant-scaling-qps » (qdrant, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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