Milvus is an open-source vector database built for GenAI applications. Install with pip, perform high-speed searches, and scale to tens of billions of vectors.

Milvus is an open-source vector database that suits AI applications of every size from running a demo chatbot in Jupyter notebook to building web-scale search that serves billions of users. In …

Milvus, designed from the ground up as a vector database, provides a more intuitive API, broader support for indexing methods and distance metrics, and the potential for SQL-like querying, …

如果你有大规模数据或想在生产中使用 Milvus，你可以了解在 Docker 和 Kubernetes 上部署 Milvus。 Milvus 的所有部署模式都共享相同的 API，因此如果转向其他部署模式，你的客户端 …

Milvus is a high-performance, highly scalable vector database that runs efficiently across a wide range of environments, from a laptop to large-scale distributed systems.

Explore Birdwatcher, an open-source tool for debugging Milvus and dynamic configuration updates. Explore Attu, an open-source GUI tool for intuitive Milvus management.

After reading this page, you will learn what Milvus is and how it works, as well as the key concepts, why use Milvus, supported indexes and metrics, example applications, the …

Milvus is a highly performant, scalable vector database. It supports use cases of a wide range of sizes, from demos running locally in Jupyter Notebooks to massive-scale Kubernetes clusters …

Jan 17, 2025 · In this article, we’re going to show you how to get started with both Milvus Lite and Milvus Standalone, as you can get started quickly with both methods without complicated setup.

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.