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Welcome to Milvus Docs!

Here you will learn about what Milvus is, and how to install, use, and deploy Milvus to build an application according to your business need.

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Learn how to install Milvus using either Docker Compose or on Kubernetes.

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Learn how to quickly run Milvus with sample code.

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Learn how to build vector similarity search applications with Milvus.

What’s new in docs

June 2025 - Milvus 2.6.0 release

Blog

LangChain vs LangGraph: A Developer's Guide to Choosing Your AI Frameworks

Engineering

LangChain vs LangGraph: A Developer's Guide to Choosing Your AI Frameworks

Compare LangChain and LangGraph for LLM apps. See how they differ in architecture, state management, and use cases — plus when to use each.