Minor editorial updates. (milvus-io#2946)

Signed-off-by: Amy Hong <yun.hong@zilliz.com>
Signed-off-by: shengjun.li <shengjun.li@zilliz.com>

README.md

@@ -12,20 +12,20 @@
 
 ## 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. 
+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. 
 
-Milvus has the following architecture:
+The following is Milvus architecture:
 
 ![arch](https://github.com/milvus-io/docs/blob/v0.9.1/assets/milvus_arch.png)
-For more detailed introduction of Milvus and its architecture, see [Milvus overview](https://www.milvus.io/docs/overview.md). Keep up-to-date with newest releases and latest updates by reading Milvus [release notes](https://www.milvus.io/docs/release_notes.md).
+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 [LF AI Foundation](https://lfai.foundation/) incubation project. Learn more at [lfai.foundation](https://lfai.foundation/).
+Milvus is an [LF AI Foundation](https://lfai.foundation/) incubation project. 
 
 ## Get started
 
 ### Install Milvus
 
-See the [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).
+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
 
@@ -38,11 +38,11 @@ Try an example program with Milvus using [Python](https://www.milvus.io/docs/exa
 -   [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/))
+-   [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. 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.
+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
 
@@ -52,19 +52,19 @@ See our [test reports](https://github.com/milvus-io/milvus/tree/master/docs) for
 
 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:
+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. By participating, you are expected to uphold this code.
+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 about our governance and access more community resources.
+See our [community](https://github.com/milvus-io/community) repository to learn more about our governance and access more community resources.
 
 
 ## Resources

README_CN.md

@@ -23,7 +23,7 @@ Milvus 的架构如下：
 
 ![arch](https://github.com/milvus-io/docs/blob/v0.9.1/assets/milvus_arch.png)
 
-若要了解 Milvus 详细介绍和整体架构，请访问 [Milvus 简介](https://www.milvus.io/docs/overview.md)。您可以通过 [版本发布说明](https://www.milvus.io/docs/release_notes.md) 获取最新版本的功能和更新。
+若要了解 Milvus 详细介绍和整体架构，请访问 [Milvus 简介](https://www.milvus.io/docs/overview.md)。你可以通过 [版本发布说明](https://www.milvus.io/docs/release_notes.md) 获取最新版本的功能和更新。
 
 Milvus是一个[LF AI基金会](https://lfai.foundation/)的孵化项目。获取更多，请访问[lfai.foundation](https://lfai.foundation/)。
 
@@ -35,7 +35,7 @@ Milvus是一个[LF AI基金会](https://lfai.foundation/)的孵化项目。获
 
 ### 尝试示例代码
 
-您可以尝试用 [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)，或者 [C++](https://github.com/milvus-io/milvus/tree/master/sdk/examples) 运行 Milvus 示例代码。
+你可以尝试用 [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)，或者 [C++](https://github.com/milvus-io/milvus/tree/master/sdk/examples) 运行 Milvus 示例代码。
 
 ## 支持的客户端
 
@@ -48,23 +48,23 @@ Milvus是一个[LF AI基金会](https://lfai.foundation/)的孵化项目。获
 
 ## 应用场景
 
-Milvus 可以应用于多种 AI 场景。您可以访问 [Milvus 应用场景](https://milvus.io/scenarios) 体验在线场景展示。您也可以访问 [Milvus 训练营](https://github.com/milvus-io/bootcamp) 了解更详细的应用场景和解决方案。
+Milvus 可以应用于多种 AI 场景。你可以访问 [Milvus 应用场景](https://milvus.io/scenarios) 体验在线场景展示。你也可以访问 [Milvus 训练营](https://github.com/milvus-io/bootcamp) 了解更详细的应用场景和解决方案。
 
 ## 性能基准测试
 
 关于 Milvus 性能基准的更多信息，请参考[测试报告](https://github.com/milvus-io/milvus/tree/master/docs)。
 
 ## 路线图
 
-您可以参考我们的[路线图](https://github.com/milvus-io/milvus/milestones)，了解 Milvus 即将实现的新特性。
+你可以参考我们的[路线图](https://github.com/milvus-io/milvus/milestones)，了解 Milvus 即将实现的新特性。
 
 路线图尚未完成，并且可能会存在合理改动。我们欢迎各种针对路线图的意见、需求和建议。
 
 ## 贡献者指南
 
-我们由衷欢迎您推送贡献。关于贡献流程的详细信息，请参阅[贡献者指南](https://github.com/milvus-io/milvus/blob/master/CONTRIBUTING.md)。本项目遵循 Milvus [行为准则](https://github.com/milvus-io/milvus/blob/master/CODE_OF_CONDUCT.md)。如果您希望参与本项目，请遵守该准则的内容。
+我们由衷欢迎你推送贡献。关于贡献流程的详细信息，请参阅[贡献者指南](https://github.com/milvus-io/milvus/blob/master/CONTRIBUTING.md)。本项目遵循 Milvus [行为准则](https://github.com/milvus-io/milvus/blob/master/CODE_OF_CONDUCT.md)。如果你希望参与本项目，请遵守该准则的内容。
 
-我们使用 [GitHub issues](https://github.com/milvus-io/milvus/issues) 追踪问题和补丁。若您希望提出问题或进行讨论，请加入我们的社区。
+我们使用 [GitHub issues](https://github.com/milvus-io/milvus/issues) 追踪问题和补丁。若你希望提出问题或进行讨论，请加入我们的社区。
 
 ## 加入 Milvus 社区