Milvus Reference
Vector database for AI.
Commands
| Command | Description |
|---|---|
intro |
Overview, comparison |
usage |
Python SDK, search |
rag |
RAG pattern, indexes |
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.
bytesagain
Updated Milvus by bytesagain · e7e5ab1
npx skillmds@latest add bytesagain/milvus File contents
---name: milvusdescription: 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.---# Milvus ReferenceVector database for AI.## Commands| Command | Description ||---------|-------------|| `intro` | Overview, comparison || `usage` | Python SDK, search || `rag` | RAG pattern, indexes |
bytesagain/ai-skills/tree/main/milvus commit e7e5ab1997
Frequently asked questions
Run npx skillmds@latest add bytesagain/milvus 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.
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. It is listed under AI & ML on SkillMD.
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bytesagain (@bytesagain) published this skill. Their other Agent Skills are listed on their SkillMD profile.