qdrant-vector-search
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.
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Install
armory install qdrant-vector-search --cli claudewrites the skill into.claude/skills/qdrant-vector-search/SKILL.mdListed as compatible
# fetches the source and writes it to:
.claude/skills/qdrant-vector-search/SKILL.mdNeeds the armory CLI · not on npm yet, build it from cli/ in the repository
What it is
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.
When to use it
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.
How to install / invoke
# Copy the skill into your .claude/skills/ directory
curl -sL https://raw.githubusercontent.com/davila7/claude-code-templates/main/cli-tool/components/skills/ai-research/rag-qdrant/SKILL.md -o .claude/skills/rag-qdrant/SKILL.md
Notes
Extracted from davila7/claude-code-templates, rag-qdrant category.