 [](https://join.slack.com/t/milvusio/shared_invite/enQtNzY1OTQ0NDI3NjMzLWNmYmM1NmNjOTQ5MGI5NDhhYmRhMGU5M2NhNzhhMDMzY2MzNDdlYjM5ODQ5MmE3ODFlYzU3YjJkNmVlNDQ2ZTk)   [](http://internal.zilliz.com:18080/jenkins/job/milvus-ci/job/master/) [](https://bestpractices.coreinfrastructure.org/projects/3563) [](https://codecov.io/gh/milvus-io/milvus) [](https://codebeat.co/projects/github-com-milvus-io-milvus-master) [](https://www.codefactor.io/repository/github/milvus-io/milvus) [](https://app.codacy.com/gh/milvus-io/milvus?utm_source=github.com&utm_medium=referral&utm_content=milvus-io/milvus&utm_campaign=Badge_Grade_Dashboard) English | [中文版](README_CN.md) ## What is Milvus As an open source vector similarity search engine, Milvus is easy-to-use, highly reliable, scalable, robust, and blazing fast. Adopted by over 100 organizations and institutions worldwide, Milvus empowers applications in a variety of fields, including image processing, computer vision, natural language processing, voice recognition, recommender systems, drug discovery, etc. Milvus has the following architecture:  For more detailed introduction of Milvus and its architecture, see [Milvus overview](https://www.milvus.io/docs/about_milvus/overview.md). Keep up-to-date with newest releases and latest updates by reading Milvus [release notes](https://www.milvus.io/docs/releases/release_notes.md). Milvus is an [LF AI Foundation](https://lfai.foundation/) incubation project. Learn more at [lfai.foundation](https://lfai.foundation/). ## Get started ### Install Milvus See the [Milvus install guide](https://www.milvus.io/docs/guides/get_started/install_milvus/install_milvus.md) to install Milvus using Docker. To install Milvus from source code, see [build from source](INSTALL.md). ### Try example programs Try an example program with Milvus using [Python](https://www.milvus.io/docs/guides/get_started/example_code.md), [Java](https://github.com/milvus-io/milvus-sdk-java/tree/master/examples), [Go](https://github.com/milvus-io/milvus-sdk-go/tree/master/examples), or [C++ example code](https://github.com/milvus-io/milvus/tree/master/sdk/examples). ## Supported clients - [Go](https://github.com/milvus-io/milvus-sdk-go) - [Python](https://github.com/milvus-io/pymilvus) - [Java](https://github.com/milvus-io/milvus-sdk-java) - [C++](https://github.com/milvus-io/milvus/tree/master/sdk) - [RESTful API](https://github.com/milvus-io/milvus/tree/master/core/src/server/web_impl) - [Node.js](https://www.npmjs.com/package/@arkie-ai/milvus-client) (Provided by [arkie](https://www.arkie.cn/)) ## Application scenarios You can use Milvus to build intelligent systems in a variety of AI application scenarios. Refer to [Milvus Scenarios](https://milvus.io/scenarios) for live demos. You can also refer to [Milvus Bootcamp](https://github.com/milvus-io/bootcamp) for detailed solutions and application scenarios. ## Benchmark See our [test reports](https://github.com/milvus-io/milvus/tree/master/docs) for more information about performance benchmarking of different indexes in Milvus. ## Roadmap To learn what's coming up soon in Milvus, read our [Roadmap](https://github.com/milvus-io/milvus/milestones). It is a Work in Progress, and is subject to reasonable adjustments when necessary. And we greatly welcome any comments/requirements/suggestions regarding Milvus roadmap.:clap: ## Contribution guidelines Contributions are welcomed and greatly appreciated. Please read our [contribution guidelines](CONTRIBUTING.md) for detailed contribution workflow. This project adheres to the [code of conduct](CODE_OF_CONDUCT.md) of Milvus. By participating, you are expected to uphold this code. We use [GitHub issues](https://github.com/milvus-io/milvus/issues) to track issues and bugs. For general questions and public discussions, please join our community. ## Join our community :heart:To connect with other users and contributors, welcome to join our [Slack channel](https://join.slack.com/t/milvusio/shared_invite/enQtNzY1OTQ0NDI3NjMzLWNmYmM1NmNjOTQ5MGI5NDhhYmRhMGU5M2NhNzhhMDMzY2MzNDdlYjM5ODQ5MmE3ODFlYzU3YjJkNmVlNDQ2ZTk). See our [community](https://github.com/milvus-io/community) repository to learn about our governance and access more community resources. ## Resources - [Milvus.io](https://www.milvus.io) - [Milvus FAQ](https://www.milvus.io/docs/faq/operational_faq.md) - [Milvus Medium](https://medium.com/@milvusio) - [Milvus CSDN](https://zilliz.blog.csdn.net/) - [Milvus Twitter](https://twitter.com/milvusio) - [Milvus Facebook](https://www.facebook.com/io.milvus.5) - [Milvus design docs](DESIGN.md) ## License [Apache License 2.0](LICENSE)