High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.
安装
npx skills add davila7/claude-code-templates --skill qdrant-vector-searchnpx skills add davila7/claude-code-templates --skill qdrant-vector-search -a claude-code -gnpx skills add davila7/claude-code-templates --skill qdrant-vector-search -a codex -ggemini skills install https://github.com/davila7/claude-code-templates.git --path cli-tool/components/skills/ai-research/rag-qdrantgh skill install davila7/claude-code-templates qdrant-vector-searchgit clone --depth 1 https://github.com/davila7/claude-code-templates /tmp/davila7__claude-code-templates
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/davila7__claude-code-templates/cli-tool/components/skills/ai-research/rag-qdrant ~/.claude/skills/qdrant-vector-search # Claude Code
cp -R /tmp/davila7__claude-code-templates/cli-tool/components/skills/ai-research/rag-qdrant ~/.agents/skills/qdrant-vector-search # Codex, Cursor, Gemini CLI, Copilot, OpenCode