Qdrant Reference
Vector search engine.
Commands
| Command | Description |
|---|---|
intro |
Overview, features |
usage |
Python SDK, search |
advanced |
Quantization, REST |
Qdrant
Qdrant vector search engine reference. Rust-powered vector DB with rich payload filtering, multi-vector collections, recommendation API, scalar/binary quantization, snapshots, REST/gRPC APIs, and distributed clustering.
bytesagain
Updated Qdrant by bytesagain · 240449e
npx skillmds@latest add bytesagain/qdrant File contents
---name: qdrantdescription: Qdrant vector search engine reference. Rust-powered vector DB with rich payload filtering, multi-vector collections, recommendation API, scalar/binary quantization, snapshots, REST/gRPC APIs, and distributed clustering.---# Qdrant ReferenceVector search engine.## Commands| Command | Description ||---------|-------------|| `intro` | Overview, features || `usage` | Python SDK, search || `advanced` | Quantization, REST |
bytesagain/ai-skills/tree/main/qdrant commit 240449e797
Frequently asked questions
Run npx skillmds@latest add bytesagain/qdrant in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
Qdrant vector search engine reference. Rust-powered vector DB with rich payload filtering, multi-vector collections, recommendation API, scalar/binary quantization, snapshots, REST/gRPC APIs, and distributed clustering. It is listed under Integrations & APIs on SkillMD.
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bytesagain (@bytesagain) published this skill. Their other Agent Skills are listed on their SkillMD profile.