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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.

Install

npx skills add Orchestra-Research/AI-Research-SKILLs --skill qdrant-vector-search -a claude-code

Installs to .claude/skills/qdrant-vector-search/ · Each command fetches the skill straight from GitHub with the open skills CLI.

Download .zip

Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 93

Security100
Provenance90
Maintenance100
Licence100
Adoption65

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