fix errors in .mds (#4644)

* 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>
2021-01-22 19:16:40 +08:00 · 2021-01-22 19:16:40 +08:00 · f942f0b823
parent 19cd3d8f7c
commit f942f0b823
17 changed files with 123 additions and 96 deletions
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@ -1,7 +1,7 @@
 # Changelog

 Please mark all change in change log and use the issue from GitHub
-# Milvus 0.10.5 (TBD)
+# Milvus 0.10.5 (2021-01-07)
 ## Bug
 -   \#4296,#4554 Fix mishards add name-mismatched pod to read-only group
 -   \#4307 Specify partition to load for load_collection()
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@ -35,7 +35,7 @@ The Milvus team members will review your pull requests, and once it is accepted,
 Please create a new branch from an up-to-date master on your fork.

 1.  Fork the repository on GitHub.
-2.  Clone your fork to your local machine with `git clone git@github.com:<yourname>/milvus-io/milvus.git`.
+2.  Clone your fork to your local machine with `git clone git@github.com:<yourname>/milvus.git`.
 3.  Create a branch with `git checkout -b my-topic-branch`.
 4.  Make your changes, commit, then push to to GitHub with `git push --set-upstream origin my-topic-branch`. You must record your changes in [CHANGELOG.md](CHANGELOG.md) with issue numbers and descriptions.
 5.  Visit GitHub and make your pull request.
--- a/INSTALL.md
+++ b/INSTALL.md
@ -4,31 +4,31 @@

 -   [Build from source](#build-from-source)

-  - [Requirements](#requirements)
+    - [Requirements](#requirements)

-  - [Compilation](#compilation)
+    - [Compilation](#compilation)

-  - [Launch Milvus server](#launch-milvus-server)
+    - [Launch Milvus server](#launch-milvus-server)

-   [Compile Milvus on Docker](#compile-milvus-on-docker)
+-   [Compile Milvus on Docker](#compile-milvus-on-docker)  

-  - [Step 1 Pull Milvus Docker images](#step-1-pull-milvus-docker-images)
+    - [Step 1 Pull Milvus Docker images](#step-1-pull-milvus-docker-images)

-  - [Step 2 Start the Docker container](#step-2-start-the-docker-container)
+    - [Step 2 Start the Docker container](#step-2-start-the-docker-container)

-  - [Step 3 Download Milvus source code](#step-3-download-milvus-source-code)
+    - [Step 3 Download Milvus source code](#step-3-download-milvus-source-code)

-  - [Step 4 Compile Milvus in the container](#step-4-compile-milvus-in-the-container)
+    - [Step 4 Compile Milvus in the container](#step-4-compile-milvus-in-the-container)

 -   [Troubleshooting](#troubleshooting)

-  - [Error message: `protocol https not supported or disabled in libcurl`](#error-message-protocol-https-not-supported-or-disabled-in-libcurl)
+    - [Error message: `protocol https not supported or disabled in libcurl`](#error-message-protocol-https-not-supported-or-disabled-in-libcurl)

-  - [Error message: `internal compiler error`](#error-message-internal-compiler-error)
+    - [Error message: `internal compiler error`](#error-message-internal-compiler-error)

-  - [Error message: `error while loading shared libraries: libmysqlpp.so.3`](#error-message-error-while-loading-shared-libraries-libmysqlppso3)
+    - [Error message: `error while loading shared libraries: libmysqlpp.so.3`](#error-message-error-while-loading-shared-libraries-libmysqlppso3)

-  - [CMake version is not supported](#cmake-version-is-not-supported)
+    - [CMake version is not supported](#cmake-version-is-not-supported)

 <!-- /TOC -->

@ -42,64 +42,77 @@

  - CentOS 7

-  > Note: If your Linux operating system does not meet the requirements, we recommend that you pull a Docker image of [Ubuntu 18.04](https://docs.docker.com/install/linux/docker-ce/ubuntu/) or [CentOS 7](https://docs.docker.com/install/linux/docker-ce/centos/) as your compilation environment.
+    > Note: If your Linux operating system does not meet the requirements, we recommend that you pull a Docker image of [Ubuntu 18.04](https://docs.docker.com/install/linux/docker-ce/ubuntu/) or [CentOS 7](https://docs.docker.com/install/linux/docker-ce/centos/) as your compilation environment.
  
 -   GCC 7.0 or higher to support C++ 17

-   CMake 3.12 or higher
+-   CMake 3.14 or higher

 -   Git

 For GPU-enabled version, you will also need:

-   CUDA 10.0 or higher
+-   CUDA 10.x (10.0, 10.1, 10.2)

 -   NVIDIA driver 418 or higher

 ### Compilation

-#### Step 1 Install dependencies
+#### Step 1 Download Milvus source code and specify version 
+
+Download Milvus source code, change directory and specify version (for example, 0.10.3):
+
+```shell
+$ git clone https://github.com/milvus-io/milvus
+$ cd ./milvus/core
+$ git checkout 0.10.3
+```
+
+#### Step 2 Install dependencies

 ##### Install in Ubuntu

 ```shell
-$ cd [Milvus root path]/core
 $ ./ubuntu_build_deps.sh
 ```

 ##### Install in CentOS

 ```shell
-$ cd [Milvus root path]/core
 $ ./centos7_build_deps.sh
 ```

-#### Step 2 Build
+#### Step 3 Build Milvus source code

-```shell
-$ cd [Milvus root path]/core
-$ ./build.sh -t Debug
-```
+If you want to use CPU-only:

-or
+run `build.sh`:

 ```shell
 $ ./build.sh -t Release
 ```

-By default, it will build CPU-only version. To build GPU version, add `-g` option.
+If you want to use GPU-enabled:
+
+1. Add cuda library path to `LD_LIBRARY_PATH`:

 ```shell
-$ ./build.sh -g
+$ export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH
 ```

-If you want to know the complete build options, run the following command.
+2. Add cuda binary path to `PATH`:

 ```shell
-$./build.sh -h
+$ export PATH=/usr/local/cuda/bin:$PATH
 ```

-When the build is completed, everything that you need in order to run Milvus will be installed under `[Milvus root path]/core/milvus`.
+3. Add a `-g` parameter to run `build.sh`:
+
+```shell
+$ ./build.sh -g -t Release
+```
+
+When the build completes, everything that you need to run Milvus is under `[Milvus root path]/core/milvus`.

 ### Launch Milvus server

@ -132,23 +145,40 @@ With the following Docker images, you should be able to compile Milvus on any Li

 ### Step 1 Pull Milvus Docker images

+#### ubuntu18.04
+
 Pull CPU-only image:

 ```shell
-$ docker pull milvusdb/milvus-cpu-build-env:latest
+$ docker pull milvusdb/milvus-cpu-build-env:v0.7.0-ubuntu18.04
 ```

 Pull GPU-enabled image:

 ```shell
-$ docker pull milvusdb/milvus-gpu-build-env:latest
+$ docker pull milvusdb/milvus-gpu-build-env:v0.7.0-ubuntu18.04
 ```
+
+#### CentOs7
+
+Pull CPU-only image:
+
+```shell
+$ docker pull milvusdb/milvus-cpu-build-env:v0.7.0-centos7
+```
+
+Pull GPU-enabled image:
+
+```shell
+$ docker pull milvusdb/milvus-gpu-build-env:v0.7.0-centos7
+```
+
 ### Step 2 Start the Docker container

 Start a CPU-only container:

 ```shell
-$ docker run -it -p 19530:19530 -d milvusdb/milvus-cpu-build-env:latest
+$ docker run -it -p 19530:19530 -d <milvus_cpu_docker_image>
 ```

 Start a GPU container:
@ -156,13 +186,13 @@ Start a GPU container:
 - For nvidia docker 2:

 ```shell
-$ docker run --runtime=nvidia -it -p 19530:19530 -d milvusdb/milvus-gpu-build-env:latest
+$ docker run --runtime=nvidia -it -p 19530:19530 -d <milvus_gpu_docker_image>
 ```

 - For nvidia container toolkit:

 ```shell
-docker run --gpus all -it -p 19530:19530 -d milvusdb/milvus-gpu-build-env:latest
+docker run --gpus all -it -p 19530:19530 -d <milvus_gpu_docker_image>
 ```

 To enter the container:
@ -173,10 +203,9 @@ $ docker exec -it [container_id] bash

 ### Step 3 Download Milvus source code

-Download latest Milvus source code:
+Download Milvus source code:

 ```shell
-$ cd /home
 $ git clone https://github.com/milvus-io/milvus
 ```

@ -186,6 +215,12 @@ To enter its core directory:
 $ cd ./milvus/core
 ```

+Specify version (for example, 0.10.3):
+
+```shell
+$ git checkout 0.10.3
+```
+
 ### Step 4 Compile Milvus in the container

 If you are using a CPU-only image:
@ -267,16 +302,16 @@ Follow the steps below to solve this problem:
 Follow the steps below to install a supported version of CMake:

 1.  Remove the unsupported version of CMake.
-2.  Get CMake 3.12 or higher. Here we get CMake 3.12.
+2.  Get CMake 3.14 or higher. Here we get CMake 3.14.

    ```shell
-    $ wget https://cmake.org/files/v3.12/cmake-3.12.2-Linux-x86_64.tar.gz
+    $ wget https://cmake.org/files/v3.14/cmake-3.14.7-Linux-x86_64.tar.gz
    ```

 3.  Extract the file and install CMake.

    ```shell
-    $ tar zxvf cmake-3.12.2-Linux-x86_64.tar.gz
-    $ mv cmake-3.12.2-Linux-x86_64 /opt/cmake-3.12.2
-    $ ln -sf /opt/cmake-3.12.2/bin/* /usr/bin/
+    $ tar zxvf cmake-3.14.7-Linux-x86_64.tar.gz
+    $ mv cmake-3.14.7-Linux-x86_64 /opt/cmake-3.14.7
+    $ ln -sf /opt/cmake-3.14.7/bin/* /usr/bin/
    ```
--- a/README.md
+++ b/README.md
@ -1,5 +1,4 @@
-![Milvuslogo](https://github.com/milvus-io/docs/blob/master/assets/milvus_logo.png)
-
+![Milvuslogo](https://github.com/milvus-io/docs/blob/master/v0.9.1/assets/milvus_logo.png)
 [![Slack](https://img.shields.io/badge/Join-Slack-orange)](https://join.slack.com/t/milvusio/shared_invite/zt-e0u4qu3k-bI2GDNys3ZqX1YCJ9OM~GQ)
 ![GitHub](https://img.shields.io/github/license/milvus-io/milvus)
 ![Docker pulls](https://img.shields.io/docker/pulls/milvusdb/milvus)
@ -11,29 +10,26 @@
 [![CodeFactor Grade](https://www.codefactor.io/repository/github/milvus-io/milvus/badge)](https://www.codefactor.io/repository/github/milvus-io/milvus)
 [![Codacy Badge](https://api.codacy.com/project/badge/Grade/c4bb2ccfb51b47f99e43bfd1705edd95)](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. 
+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/v0.7.1/assets/milvus_arch.png)
+![arch](https://github.com/milvus-io/docs/blob/master/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). See Milvus [release notes](https://www.milvus.io/docs/release_notes.md) to keep up-to-date with its releases and updates.

-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/).
+Milvus is an incubation-stage project at [LF AI & Data Foundation](https://lfaidata.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).
+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/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).
+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

@ -42,11 +38,11 @@ Try an example program with Milvus using [Python](https://www.milvus.io/docs/gui
 -   [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

@ -54,21 +50,21 @@ See our [test reports](https://github.com/milvus-io/milvus/tree/master/docs) for

 ## Roadmap

-To learn what's coming up soon in Milvus, read our [Roadmap](https://github.com/milvus-io/milvus/projects).
+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).
+: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
--- a/README_CN.md
+++ b/README_CN.md
@ -1,5 +1,5 @@
-![Milvuslogo](https://github.com/milvus-io/docs/blob/master/assets/milvus_logo.png)

+![Milvuslogo](https://github.com/milvus-io/docs/blob/master/v0.9.1/assets/milvus_logo.png)
 [![Slack](https://img.shields.io/badge/Join-Slack-orange)](https://join.slack.com/t/milvusio/shared_invite/zt-e0u4qu3k-bI2GDNys3ZqX1YCJ9OM~GQ)

 ![GitHub](https://img.shields.io/github/license/milvus-io/milvus)
@ -21,21 +21,21 @@ Milvus 是一款开源的特征向量相似度搜索引擎，具有使用方便

 Milvus 的架构如下：

-![arch](https://github.com/milvus-io/docs/raw/v0.7.1/assets/milvus_arch.png)
+![arch](https://github.com/milvus-io/docs/blob/master/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/cn/docs/about_milvus/overview.md)。您可以通过 [版本发布说明](https://www.milvus.io/cn/docs/releases/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/)。
+Milvus是一个 [LF AI & Data 基金会](https://lfaidata.foundation/)的孵化项目。获取更多，请访问[lfai.foundation](https://lfaidata.foundation/)。

 ## Milvus 快速上手

 ### 安装 Milvus

-请参阅 [Milvus 安装指南](https://www.milvus.io/cn/docs/guides/get_started/install_milvus/install_milvus.md) 使用 Docker 容器安装 Milvus。若要基于源码编译，请访问 [源码安装](INSTALL.md)。
+请参阅 [Milvus 安装指南](https://www.milvus.io/docs/install_milvus.md) 使用 Docker 容器安装 Milvus。若要基于源码编译，请访问 [源码安装](INSTALL.md)。

 ### 尝试示例代码

-您可以尝试用 [Python](https://www.milvus.io/cn/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)，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

@ -48,7 +48,7 @@ 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

@ -56,15 +56,15 @@ Milvus 可以应用于多种 AI 场景。您可以访问 [Milvus 应用场景](h

 ## 路线图

-您可以参考我们的[路线图](https://github.com/milvus-io/milvus/projects)，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

--- a/SUPPORT.md
+++ b/SUPPORT.md
@ -3,9 +3,9 @@
 We use GitHub for tracking bugs and feature requests. If you need any support for using Milvus, please refer to the following resources below.

 ## Documentation
-   [User Documentation](https://www.milvus.io/docs/guides/get_started/install_milvus/install_milvus.md)
-   [Troubleshooting Guide](https://www.milvus.io/docs/v0.6.0/guides/troubleshoot.md)
-   [FAQ](https://www.milvus.io/docs/v0.6.0/faq/operational_faq.md)
+-   [User Documentation](https://www.milvus.io/docs/install_milvus.md)
+-   [Troubleshooting Guide](https://www.milvus.io/docs/troubleshoot.md)
+-   [FAQ](https://www.milvus.io/docs/operational_faq.md)

 ## Real-time chat
 [Slack](https://join.slack.com/t/milvusio/shared_invite/enQtNzY1OTQ0NDI3NjMzLWNmYmM1NmNjOTQ5MGI5NDhhYmRhMGU5M2NhNzhhMDMzY2MzNDdlYjM5ODQ5MmE3ODFlYzU3YjJkNmVlNDQ2ZTk): The #general channel is the place where people offer support.
--- a/core/src/server/web_impl/README.md
+++ b/core/src/server/web_impl/README.md
@ -41,7 +41,7 @@

 ## Overview

-With the RESTful API, you can use Milvus by sending HTTP requests to the Milvus server web port. The RESTful API is available as long as you have a running Milvus server. You can set the web port in the Milvus configuration file. Refer to [Milvus Configuration](https://www.milvus.io/docs/reference/milvus_config.md) for more information.
+With the RESTful API, you can use Milvus by sending HTTP requests to the Milvus server web port. The RESTful API is available as long as you have a running Milvus server. You can set the web port in the Milvus configuration file. Refer to [Milvus Configuration](https://www.milvus.io/docs/milvus_config.md) for more information.

 ## API Reference

@ -690,7 +690,8 @@ Updates the index type and nlist of a collection.

 | Parameter    | Description                                                                                                                                                                                              | Required? |
 | ------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------- |
-| `index_type` | The type of indexing method to query the collection. Please refer to [Milvus Indexes](https://www.milvus.io/docs/guides/index.md) for detailed introduction of supported indexes. The default is "FLAT". | No        |
+| `index_type` | The type of indexing method to query the collection. Please refer to [Milvus Indexes](https://www.milvus.io/docs/index.md) for detailed introduction of supported indexes. The default is "FLAT". | No        |
+| `metric_type`| The type of metric to query the collection. Please refer to [Milvus Indexes](https://www.milvus.io/docs/index.md) for detailed introduction of supported indexes.                                 | No        |
 | `params`     | The extra params of indexing method to query the collection. Please refer to [Index and search parameters](#Index-and-search-parameters) for detailed introduction of supported indexes.                                              | No        |

 ##### Query Parameters
@ -1563,7 +1564,7 @@ For each index type, the RESTful API has specific index parameters and search pa
 </tr>
 </table>

-For detailed information about the parameters above, refer to [Milvus Indexes](https://milvus.io/docs/guides/index.md)
+For detailed information about the parameters above, refer to [Milvus Indexes](https://milvus.io/docs/index.md)

 ## Error Codes

--- a/docs/README.md
+++ b/docs/README.md
@ -18,8 +18,3 @@ The following is a list of existing test reports:
 - [IVF_SQ8H](test_report/milvus_ivfsq8h_test_report_detailed_version.md)
 - [IVFLAT](test_report/ivfflat_test_report_en.md)

-To read the CN version of these reports:
-
- [IVF_SQ8_cn](test_report/milvus_ivfsq8_test_report_detailed_version_cn.md)
- [IVF_SQ8H_cn](test_report/milvus_ivfsq8h_test_report_detailed_version_cn.md)
- [IVFLAT_cn](test_report/ivfflat_test_report_cn.md)
--- a/docs/test_report/ivfflat_test_report_cn.md
+++ b/docs/test_report/ivfflat_test_report_cn.md
@ -97,7 +97,7 @@ Milvus设置：
 - gpu_cache_capacity: 6
 - use_blas_threshold: 2100

-Milvus设置的详细定义可以参考 https://milvus.io/docs/en/reference/milvus_config/ 。
+Milvus设置的详细定义可以参考 https://milvus.io/cn/docs/milvus_config.md。

 测试方法

--- a/docs/test_report/ivfflat_test_report_en.md
+++ b/docs/test_report/ivfflat_test_report_en.md
@ -97,7 +97,7 @@ Milvus configuration
 - gpu_cache_capacity: 6
 - use_blas_threshold: 2100

-The definitions of Milvus configuration are on https://milvus.io/docs/en/reference/milvus_config/.
+The definitions of Milvus configuration are on https://milvus.io/docs/milvus_config.md.

 Test method

--- a/docs/test_report/milvus_ivfsq8_test_report_detailed_version.md
+++ b/docs/test_report/milvus_ivfsq8_test_report_detailed_version.md
@ -93,7 +93,7 @@ Milvus configuration
 - gpu_cache_capacity: 6
 - use_blas_threshold: 1100

-The definitions of Milvus configuration are on https://milvus.io/docs/en/reference/milvus_config/.
+The definitions of Milvus configuration are on https://milvus.io/docs/milvus_config.md.

 Test method

@ -203,4 +203,4 @@ search_resources: cpu, gpu0

 **Conclusion**

-As nq increases, the recall gradually stabilizes to over 93%.
+As nq increases, the recall gradually stabilizes to over 93%.
--- a/docs/test_report/milvus_ivfsq8_test_report_detailed_version_cn.md
+++ b/docs/test_report/milvus_ivfsq8_test_report_detailed_version_cn.md
@ -93,7 +93,7 @@ Milvus设置：
 - gpu_cache_capacity: 6
 - use_blas_threshold: 1100

-Milvus设置的详细定义可以参考 https://milvus.io/docs/en/reference/milvus_config/ 。
+Milvus设置的详细定义可以参考 https://milvus.io/docs/milvus_config.md。

 测试方法

--- a/docs/test_report/milvus_ivfsq8h_test_report_detailed_version.md
+++ b/docs/test_report/milvus_ivfsq8h_test_report_detailed_version.md
@ -96,7 +96,7 @@ Milvus configuration
 - gpu_search_threshold: 1200
 - search_resources: cpu, gpu0, gpu1

-The definitions of Milvus configuration are on https://milvus.io/docs/en/reference/milvus_config/.
+The definitions of Milvus configuration are on https://milvus.io/docs/milvus_config.md.

 Test method

@ -176,4 +176,4 @@ We use the ground_truth in sift1b dataset to calculate the recall of query resul

 **Conclusion**

-As nq increases, the recall gradually stabilizes to over 93%. The usage of CPU or GPU and different topk are not related to recall.
+As nq increases, the recall gradually stabilizes to over 93%. The usage of CPU or GPU and different topk are not related to recall.
--- a/docs/test_report/milvus_ivfsq8h_test_report_detailed_version_cn.md
+++ b/docs/test_report/milvus_ivfsq8h_test_report_detailed_version_cn.md
@ -96,7 +96,7 @@ Milvus设置：
 - gpu_search_threshold: 1200
 - search_resources: cpu, gpu0, gpu1

-Milvus设置的详细定义可以参考 https://milvus.io/docs/en/reference/milvus_config/ 。
+Milvus设置的详细定义可以参考 https://milvus.io/docs/milvus_config.md。

 测试方法

--- a/sdk/README.md
+++ b/sdk/README.md
@ -20,7 +20,7 @@ You must build the C++ SDK before using it:

 ### Try C++ example

-You must have a running Milvus server to try the C++ example. Refer to [Milvus Documentation](https://milvus.io/docs/guides/get_started/install_milvus/install_milvus.md) to learn how to install and run a Milvus server.
+You must have a running Milvus server to try the C++ example. Refer to [Milvus Documentation](https://milvus.io/docs/install_milvus.md) to learn how to install and run a Milvus server.

 Run C++ example:

--- a/shards/README.md
+++ b/shards/README.md
@ -26,13 +26,13 @@ Below graph is a demonstration of the process:

 Below examples codes demonstrate how to build from source code a Milvus server with Mishards on a standalone machine, as well as how to use Kubernetes to establish Milvus cluster with Mishards. 

-Before executing these examples, make sure you meet the prerequisites of [Milvus installation](https://milvus.io/docs/guides/get_started/install_milvus/install_milvus.md). 
+Before executing these examples, make sure you meet the prerequisites of [Milvus installation](https://milvus.io/docs/install_milvus.md). 

 ### Build from source code

-#### Prequisites
+#### Prerequisites

-Make sure Python 3.6 or higher is installed.
+Ensure that Python 3.6 or higher is installed.

 #### Start Milvus and Mishards from source code

--- a/shards/README_CN.md
+++ b/shards/README_CN.md
@ -20,7 +20,7 @@ Mishards 负责将上游请求拆分，并路由到内部各细分子服务，

 以下分别向您展示如何使用源代码在单机上启动 Mishards 和 Milvus 服务，以及如何使用 Kubernetes 启动 Milvus 集群和 Mishards。

-Milvus 启动的前提条件请参考 [Milvus 安装](https://milvus.io/cn/docs/guides/get_started/install_milvus/install_milvus.md)。
+Milvus 启动的前提条件请参考 [Milvus 安装](https://milvus.io/cn/docs/install_milvus.md)。

 ### 源代码启动示例