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Diagnose and improve Qdrant search relevance v1.0.0
Use this resource to diagnose and improve the relevance of Qdrant searches
New
- 351 downloads
- 135 likes
- 206 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install qdrant-search-relevance-tuningWith 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 isolates the cause of poor results (text chunking, embedding model, HNSW parameters, hybrid search or reranking), starting with an exact search. It then proposes settings and query strategies.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- diagnosis/SKILL.md: isolate the cause and tune HNSW parameters
- search-strategies/SKILL.md: hybrid search, reranking and strategy choice
- SKILL.md: overview and starting point for diagnosis
Good fit for
- Your searches return off-topic results since a model change
- You are choosing between hybrid search and reranking
Not for
Tags
- qdrant
- relevance
- embedding
- search
- hnsw
About
You say
“My Qdrant searches return off-topic results since we changed the model. Help me diagnose it.”
Skill published by github under the MIT 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 diagnose and improve the relevance of Qdrant searches
- Review and adjust the result
Content preview
Files
- diagnosis/SKILL.md3.6 KB
- LICENSE1 KB
- NOTICE-PALATEKIT.md0.5 KB
- search-strategies/SKILL.md6.8 KB
- SKILL.md1.3 KB
Origin and licence
Listed unmodified
- Author
- github
- Source
- github.com/github/awesome-copilot/tree/0fe6545b950671641b2b14b44eb56678fea6c6b4/skills/qdrant-search-quality
- Licence
- MIT
Notice
« qdrant-search-quality » (github, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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