Qdrant Search Strategies

by qdrant6a03d0ce8f55No licenseListed Oct 8, 2026Updated Oct 8, 2026

Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're there', 'retrieval quality is not good enough', 'results too similar', 'need diversity', 'MMR', 'relevance feedback', 'recommendation API', 'discovery API', or 'missing keyword matches'

Instructions onlyAI & Agents

Only the file list is public. File contents are available once the skill is installed in a workspace.

PathSizeType
SKILL.md5.2 KBtext/markdown

Source and attribution

Source:qdrant/skillsinskills/qdrant-search-quality/search-strategiesat commit6a03d0c

License: No license

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