Explains hybrid search in Qdrant. Use when someone asks 'how do I setup hybrid search?', 'how to combine keyword and semantic search?', 'sparse plus dense vectors?', 'missing keyword matches', 'how to combine results from multiple searches?' and 'combining multiple representations'.
Install
npx skills add qdrant/skills --skill qdrant-hybrid-searchnpx skills add qdrant/skills --skill qdrant-hybrid-search -a claude-code -gnpx skills add qdrant/skills --skill qdrant-hybrid-search -a codex -ggemini skills install https://github.com/qdrant/skills.git --path skills/qdrant-search-quality/search-strategies/hybrid-searchgh skill install qdrant/skills qdrant-hybrid-searchgit clone --depth 1 https://github.com/qdrant/skills /tmp/qdrant__skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/qdrant__skills/skills/qdrant-search-quality/search-strategies/hybrid-search ~/.claude/skills/qdrant-hybrid-search # Claude Code
cp -R /tmp/qdrant__skills/skills/qdrant-search-quality/search-strategies/hybrid-search ~/.agents/skills/qdrant-hybrid-search # Codex, Cursor, Gemini CLI, Copilot, OpenCode