milvus

by milvus-io · AI

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

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AIAI ApplicationGoC++
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About this project

What is Milvus? 🐦 Milvus is a high-performance vector database built for scale. It powers AI applications by efficiently organizing and searching vast amounts of unstructured data, such as text, images, and multi-modal information. 🧑‍💻 Written in Go and C++, Milvus implements hardware acceleration for CPU/GPU to achieve best-in-class vector search performance. Thanks to its fully-distributed and K8s-native architecture, Milvus can scale horizontally, handle tens of thousands of search queries on billions of vectors, and keep data fresh with real-time streaming updates. Milvus also supports Standalone mode for single machine deployment. Milvus Lite is a lightweight version good for…

Technologies

ShellPythonC++GoGroovyannscloud-nativediskann

Project health

Actively maintained
Last update2 days ago
Contributors333
Latest releasev3.0.0
Open issues & PRs1,326
LicenseApache-2.0
On GitHubsince 2019

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