diff --git a/README.md b/README.md
index f11f3b4dc3..ed420d9775 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,8 @@ As an open source vector similarity search engine, Milvus is easy-to-use, highly
 
 The following is Milvus architecture:
 
-![arch](https://github.com/milvus-io/docs/blob/master/v0.9.1/assets/milvus_arch.png)
+![arch](https://github.com/milvus-io/docs/blob/master/v0.10.5/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.
 
 Milvus is an incubation-stage project at [LF AI & Data Foundation](https://lfaidata.foundation/).
diff --git a/README_CN.md b/README_CN.md
index 97c598e109..f7b237cf40 100644
--- a/README_CN.md
+++ b/README_CN.md
@@ -21,7 +21,7 @@ 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/blob/master/v0.9.1/assets/milvus_arch.png)
+![arch](https://github.com/milvus-io/docs/blob/master/v0.10.5/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)。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。