# Milvus

> Milvus open-source vector database reference. Covers Python SDK (pymilvus), collection schema, similarity search with metadata filters, RAG pattern with OpenAI, index types (HNSW/IVF/SCANN), distance metrics, and vector DB comparison.

- Skill: `bytesagain/milvus` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add bytesagain/milvus`
- Raw SKILL.md: https://api.skillmd.com/api/skills/bytesagain/milvus/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: bytesagain (https://skillmd.com/u/bytesagain)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/bytesagain/milvus

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# Milvus Reference

Vector database for AI.

## Commands

| Command | Description |
|---------|-------------|
| `intro` | Overview, comparison |
| `usage` | Python SDK, search |
| `rag` | RAG pattern, indexes |