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.
Scanned 9/7/2026
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---
name: milvus
version: 1.0.0
description: >
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.
author: BytesAgain
homepage: https://bytesagain.com
source: https://github.com/bytesagain/ai-skills
tags: [milvus, vector-database, embeddings, rag, ai, search]
---
# Milvus Reference
Vector database for AI.
## Commands
| Command | Description |
|---------|-------------|
| `intro` | Overview, comparison |
| `usage` | Python SDK, search |
| `rag` | RAG pattern, indexes |
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