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 with minimal performance loss.

了解更多 Milvus Lite 非常适合从本地 python 程序入门。 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 …

高性能 向量数据库，为规模而构建 Milvus 是一个为 GenAI 应用程序构建的开源向量数据库。 使用 pip 安装，执行高速搜索，并在性能损失最小的情况下扩展到数十亿个向量。

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.

Milvus provides REST and gRPC API, with client libraries in languages such as Python, Java, Go, C# and Node.js. For schema design, Milvus supports flexible schema design, where you can define the …

Milvus is a powerful, open-source vector database built for high performance and scalability, effortlessly handling billions of vector representations from unstructured data.

Milvus 是一个高性能、高度可扩展的向量数据库，可在从笔记本电脑到大型分布式系统等各种环境中高效运行。 它既可以开源软件的形式提供，也可以云服务的形式提供。 | v2.4.x

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.

Blog Engineering GLM-5 vs. MiniMax M2.5 vs. Gemini 3 Deep Think: Which Model Fits Your AI Agent Stack? Hands-on comparison of GLM-5, MiniMax M2.5, and Gemini 3 Deep Think for coding, …

Built on top of popular vector search libraries including Faiss, HNSW, DiskANN, SCANN and more, Milvus was designed for similarity search on dense vector datasets containing millions, billions, or …