mirror of
https://gitee.com/milvus-io/milvus.git
synced 2026-02-02 01:06:41 +08:00
* Updated logo and architecture links. (#2529) Signed-off-by: PahudPlus <haimeng.cai@zilliz.com> * Fixed broken links. (#2902) Signed-off-by: PahudPlus <haimeng.cai@zilliz.com> * Minor editorial updates. (#2946) Signed-off-by: Amy Hong <yun.hong@zilliz.com> * fix cuda version requirement (#2909) Signed-off-by: Xiangyu Wang <xy.wang@zilliz.com> * [skip ci] Updated INSTALL.md. (#3016) Signed-off-by: Amy Hong <yun.hong@zilliz.com> * [skip ci] Fixed broken links. (#3304) Signed-off-by: Amy Hong <yun.hong@zilliz.com> * [skip ci] update install from code (#3855) Signed-off-by: shengjun.li <shengjun.li@zilliz.com> * [skip ci] update cmake version (#4084) Signed-off-by: shengjun.li <shengjun.li@zilliz.com> * [skip ci] Update the foundation name. (#4438) Signed-off-by: ireneontheway5 <qingying.hu@zilliz.com> * [skip ci] Added a space for readability (#4465) Added a space between the heart emoji and the word for better readability. Signed-off-by: Mark Berger <maberger0811@gmail.com> * [skip ci] Update links and fix dead links. (#4496) Signed-off-by: ireneontheway5 <qingying.hu@zilliz.com> * [skip ci] fix errors in mds Signed-off-by: shengjun.li <shengjun.li@zilliz.com> Co-authored-by: PahudPlus <64403786+PahudPlus@users.noreply.github.com> Co-authored-by: JinHai-CN <hai.jin@zilliz.com> Co-authored-by: AmyYH <68527082+AmyYH@users.noreply.github.com> Co-authored-by: Wang XiangYu <xy.wang@zilliz.com> Co-authored-by: ireneontheway5 <75291211+ireneontheway5@users.noreply.github.com> Co-authored-by: Mark Berger <maberger0811@gmail.com>
89 lines
5.2 KiB
Markdown
89 lines
5.2 KiB
Markdown

|
|
[](https://join.slack.com/t/milvusio/shared_invite/zt-e0u4qu3k-bI2GDNys3ZqX1YCJ9OM~GQ)
|
|

|
|

|
|
|
|
[](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)
|
|
|
|
## 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, and more.
|
|
|
|
The following is Milvus architecture:
|
|
|
|

|
|
For more detailed introduction of Milvus and its architecture, see [Milvus overview](https://www.milvus.io/docs/overview.md). See Milvus [release notes](https://www.milvus.io/docs/release_notes.md) to keep up-to-date with its releases and updates.
|
|
|
|
Milvus is an incubation-stage project at [LF AI & Data Foundation](https://lfaidata.foundation/).
|
|
|
|
## Get started
|
|
|
|
### Install Milvus
|
|
|
|
See [Milvus install guide](https://www.milvus.io/docs/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/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) (Contributed by [arkie](https://www.arkie.cn/))
|
|
|
|
## Application scenarios
|
|
|
|
You can use Milvus to build intelligent systems in a variety of AI application scenarios. See [Milvus Scenarios](https://milvus.io/scenarios) for live demos. You can also see [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 appreciate 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. You must abide by this code in order to participate.
|
|
|
|
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/zt-e0u4qu3k-bI2GDNys3ZqX1YCJ9OM~GQ).
|
|
|
|
See our [community](https://github.com/milvus-io/community) repository to learn more 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)
|