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@ -18,10 +18,34 @@ Milvus is the world's fastest similarity search engine for massive-scale feature
For more detailed introduction of Milvus and its architecture, see [Milvus overview](https://www.milvus.io/docs/about_milvus/overview.md).
Milvus provides stable [Python](https://github.com/milvus-io/pymilvus), [Java](https://github.com/milvus-io/milvus-sdk-java) and [C++](https://github.com/milvus-io/milvus/tree/master/sdk) SDKs.
Keep up-to-date with newest releases and latest updates by reading Milvus [release notes](https://www.milvus.io/docs/v0.6.0/releases/v0.6.0.md).
## 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:
## Application scenarios
Milvus is broadly applicable to a variety of areas. Below screenshot showcases our content-based image retrieval demo system built based on Milvus and VGG.
[![image retrieval demo](https://raw.githubusercontent.com/milvus-io/docs/v0.7.0/assets/image_retrieval.png)](https://raw.githubusercontent.com/milvus-io/docs/v0.7.0/assets/image_retrieval.png)
To explore more Milvus solutions and application scenarios, see our [bootcamp](https://github.com/milvus-io/bootcamp) repository.
## Test reports
See our [test reports](https://github.com/milvus-io/milvus/tree/master/docs) for more information about performance benchmarking of different indexes in Milvus.
## 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)
## Get started
See the [Milvus install guide](https://www.milvus.io/docs/guides/get_started/install_milvus/install_milvus.md) for using Docker containers. To install Milvus from source code, see [build from source](INSTALL.md).
@ -41,7 +65,9 @@ We use [GitHub issues](https://github.com/milvus-io/milvus/issues) to track issu
## Join our community
To connect with other users and contributors, welcome to join our [Slack channel](https://join.slack.com/t/milvusio/shared_invite/enQtNzY1OTQ0NDI3NjMzLWNmYmM1NmNjOTQ5MGI5NDhhYmRhMGU5M2NhNzhhMDMzY2MzNDdlYjM5ODQ5MmE3ODFlYzU3YjJkNmVlNDQ2ZTk).
: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.
## Contributors
@ -70,10 +96,6 @@ Below is a list of Milvus contributors. We greatly appreciate your contributions
- [Milvus.io](https://www.milvus.io)
- [Milvus bootcamp](https://github.com/milvus-io/bootcamp)
- [Milvus test reports](https://github.com/milvus-io/milvus/tree/master/docs)
- [Milvus FAQ](https://www.milvus.io/docs/faq/operational_faq.md)
- [Milvus Medium](https://medium.com/@milvusio)