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Tuning Qdrant ahead of time: speed, indexing, memory v1.0.0

Use this resource to tune your Qdrant search speed, indexing and memory before problems appear

New

  • 472 downloads
  • 130 likes
  • 195 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install qdrant-performance-tuning-hub

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 points you to the right guide (search, indexing or memory) depending on the change you plan. It is meant for planning configuration or capacity changes, not for diagnosing a slowdown already in progress.

Mostly picked by

Updated November 2, 2026

Card for the “Tuning Qdrant ahead of time: speed, indexing, memory” 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: routing table from need to sub-guide
  • Sub-folders: search, indexing and memory

Good fit for

  • You are planning a large import and want to tune indexing first
  • Filtered queries are much slower than unfiltered ones

Not for

    Tags

    • qdrant
    • optimization
    • indexing
    • memory
    • search

    About

    You say

    “Filtered queries are three times slower, which settings should I try before changing machines?”

    Card for the “Tuning Qdrant ahead of time: speed, indexing, memory” 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 tune your Qdrant search speed, indexing and memory before problems appear
    3. Review and adjust the result

    Content preview

    Files

    • indexing-performance-optimization/SKILL.md4.4 KB
    • LICENSE11.3 KB
    • memory-usage-optimization/SKILL.md7.6 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • search-speed-optimization/SKILL.md5.7 KB
    • SKILL.md1.8 KB

    Origin and licence

    Listed unmodified

    Author
    qdrant
    Source
    github.com/qdrant/skills/tree/15793b641b7bc85d2e7dc59be1b796381ce715ba/skills/qdrant-performance-optimization
    Licence
    Apache-2.0

    Notice

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

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