diff --git a/INSTALL.md b/INSTALL.md
index abf3ef46a4552cb72a06b44ac459a632f01979f3..f2ca13e24fc3d6fbbb072ada9b9fca9ca647d911 100644
--- a/INSTALL.md
+++ b/INSTALL.md
@@ -153,9 +153,18 @@ $ docker run -it -p 19530:19530 -d milvusdb/milvus-cpu-build-env:latest
 
 Start a GPU container:
 
+- For nvidia docker 2:
+
 ```shell
 $ docker run --runtime=nvidia -it -p 19530:19530 -d milvusdb/milvus-gpu-build-env:latest
 ```
+
+- For nvidia container toolkit:
+
+```shell
+docker run --gpus all -it -p 19530:19530 -d milvusdb/milvus-gpu-build-env:latest
+```
+
 To enter the container:
 
 ```shell
diff --git a/README.md b/README.md
index c7c3e3f5c2e56bb41aebf65a3b63856dbf5d04b9..e877e1e3f952dd37dd3e2a6704feb21f1768783a 100644
--- a/README.md
+++ b/README.md
@@ -31,7 +31,7 @@ Milvus is an open source vector similarity search engine. Built with heterogeneo
 
 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/v0.6.0/releases/v0.6.0.md).
+Keep up-to-date with newest releases and latest updates by reading Milvus [release notes](https://www.milvus.io/docs/master/releases/release_notes.md).
 
 ## Roadmap
 
@@ -64,11 +64,11 @@ See our [test reports](https://github.com/milvus-io/milvus/tree/master/docs) for
 
 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).
 
-To edit Milvus settings, read [Milvus configuration](https://www.milvus.io/docs/v0.6.0/reference/milvus_config.md).
+To edit Milvus settings, read [Milvus configuration](https://www.milvus.io/docs/reference/milvus_config.md).
 
 ### Try your first Milvus program
 
-Try running a 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), or [C++ example code](https://github.com/milvus-io/milvus/tree/master/sdk/examples).
+Try running a 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).
 
 
 ## Contribution guidelines
diff --git a/README_CN.md b/README_CN.md
index 2bcb7bdcfe489b3d6d61ae1c0f6711679ce64b4f..d40afc78009b2a9c1c62cd88bc973ef0308dd836 100644
--- a/README_CN.md
+++ b/README_CN.md
@@ -31,7 +31,7 @@ Milvus 是一款开源的特征向量相似性搜索引擎。基于异构众核
 
 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)。
 
-通过 [版本发布说明](https://www.milvus.io/cn/docs/v0.6.0/releases/v0.6.0.md) 获取最新版本的功能和更新。
+通过 [版本发布说明](https://www.milvus.io/cn/docs/master/releases/release_notes.md) 获取最新版本的功能和更新。
 
 ## 路线图
 
@@ -100,7 +100,7 @@ Milvus 可以广泛应用于各类场景。下图展示了基于 Milvus 和 VGG
 
 -   [Milvus Facebook](https://www.facebook.com/io.milvus.5)
 
--   [Milvus 设计文档](design.md)
+-   [Milvus 设计文档](DESIGN.md)
 
 ## 许可协议
 
diff --git a/README_JP.md b/README_JP.md
index 15eae796e8f3487c01a663142d237873f67f9d4a..2189e9609855ccde1c5e1219441cc178d1bafdbe 100644
--- a/README_JP.md
+++ b/README_JP.md
@@ -31,7 +31,7 @@ Milvusは特徴ベクトルにむかうオーペンソース高性能類似性
 
 [基本紹介](https://www.milvus.io/docs/about_milvus/overview.md)を参考して詳しい情報を手に入れます。
 
-Milvus [リリースノート](https://www.milvus.io/docs/v0.6.0/releases/v0.6.0.md)を読んで最新バージョンや更新情報を手に入れます。
+Milvus [リリースノート](https://www.milvus.io/docs/master/releases/release_notes.md)を読んで最新バージョンや更新情報を手に入れます。
 
 # ロードマップ
 
@@ -105,7 +105,7 @@ Milvusをコンフィグするために、[Milvusコンフィグ](https://www.mi
 
 -   [Milvus Facebook](https://www.facebook.com/io.milvus.5)
 
--   [Milvus デザイン文書](design.md)
+-   [Milvus デザイン文書](DESIGN.md)
 
 
 ## ライセンス