diff --git a/CHANGELOG.md b/CHANGELOG.md
index d9b80838dfb1ba50a9e993e8a9d52ef6e40540a0..75439477c12308913dbd9e688050f527a4345128 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -28,6 +28,7 @@ Please mark all change in change log and use the issue from GitHub
 ## Feature
 
 ## Improvement
+-   \#2932 Upgrade mishards for milvus 0.10.1
 
 ## Task
 
diff --git a/shards/README.md b/shards/README.md
index 41eb9d60c75814c8dcab7b28b02785185a9f8772..9f6dd360d546ba7cb5c5714990b4d6b72359e93d 100644
--- a/shards/README.md
+++ b/shards/README.md
@@ -54,7 +54,7 @@ Follow below steps to start a standalone Milvus instance with Mishards from sour
 3. Start Milvus server.
 
    ```shell
-   $ sudo nvidia-docker run --rm -d -p 19530:19530 -v /tmp/milvus/db:/var/lib/milvus/db milvusdb/milvus:0.10.0-gpu-d061620-5f3c00
+   $ sudo nvidia-docker run --rm -d -p 19530:19530 -v /tmp/milvus/db:/var/lib/milvus/db milvusdb/milvus:0.10.1-gpu-d072020-bd02b1
    ```
 
 4. Update path permissions.
diff --git a/shards/README_CN.md b/shards/README_CN.md
index 048db4a557392e928b6ce6eb1d54c8b2b09aad88..630c39b11ffdd9580b675ad0591003566f207786 100644
--- a/shards/README_CN.md
+++ b/shards/README_CN.md
@@ -48,7 +48,7 @@ Python 版本为3.6及以上。
 3. 启动 Milvus 服务。
 
    ```shell
-   $ sudo nvidia-docker run --rm -d -p 19530:19530 -v /tmp/milvus/db:/var/lib/milvus/db milvusdb/milvus:0.10.0-gpu-d061620-5f3c00
+   $ sudo nvidia-docker run --rm -d -p 19530:19530 -v /tmp/milvus/db:/var/lib/milvus/db milvusdb/milvus:0.10.1-gpu-d072020-bd02b1
    ```
 
 4. 更改目录权限。
diff --git a/shards/all_in_one/all_in_one.yml b/shards/all_in_one/all_in_one.yml
index c152b95f5183439eaf5eac5a9acf699d85fe6f33..04bba84b473994a682056eaf784a1244eb6f4a38 100644
--- a/shards/all_in_one/all_in_one.yml
+++ b/shards/all_in_one/all_in_one.yml
@@ -3,7 +3,7 @@ services:
     milvus_wr:
         runtime: nvidia
         restart: always
-        image: milvusdb/milvus:0.10.0-gpu-d061620-5f3c00
+        image: milvusdb/milvus:0.10.1-gpu-d072020-bd02b1
         ports:
             - "0.0.0.0:19540:19530"
         volumes:
@@ -13,7 +13,7 @@ services:
     milvus_ro:
         runtime: nvidia
         restart: always
-        image: milvusdb/milvus:0.10.0-gpu-d061620-5f3c00
+        image: milvusdb/milvus:0.10.1-gpu-d072020-bd02b1
         ports:
             - "0.0.0.0:19541:19530"
         volumes:
diff --git a/shards/all_in_one_with_mysql/all_in_one.yml b/shards/all_in_one_with_mysql/all_in_one.yml
index 55ff5809819c0020997231a3b1de87af70974643..58f78f4d6ba12e629cdafbf907b0011e9b8d7c07 100644
--- a/shards/all_in_one_with_mysql/all_in_one.yml
+++ b/shards/all_in_one_with_mysql/all_in_one.yml
@@ -18,7 +18,7 @@ services:
     milvus_wr:
         runtime: nvidia
         restart: always
-        image: milvusdb/milvus:0.10.0-gpu-d061620-5f3c00
+        image: milvusdb/milvus:0.10.1-gpu-d072020-bd02b1
         volumes:
             - /tmp/milvus/db:/var/lib/milvus/db
             - ./wr_server.yml:/var/lib/milvus/conf/server_config.yaml
@@ -29,7 +29,7 @@ services:
     milvus_ro:
         runtime: nvidia
         restart: always
-        image: milvusdb/milvus:0.10.0-gpu-d061620-5f3c00
+        image: milvusdb/milvus:0.10.1-gpu-d072020-bd02b1
         volumes:
             - /tmp/milvus/db:/var/lib/milvus/db
             - ./ro_server.yml:/var/lib/milvus/conf/server_config.yaml
diff --git a/shards/mishards/settings.py b/shards/mishards/settings.py
index e270e76047e6e3a92cc8cc8b1f89fc51fd9e5a7a..8530f45c84cb45185afff422c91bc40fedebb617 100644
--- a/shards/mishards/settings.py
+++ b/shards/mishards/settings.py
@@ -12,7 +12,7 @@ else:
     env.read_env()
 
 
-SERVER_VERSIONS = ['0.9.0', '0.9.1', '0.10.0']
+SERVER_VERSIONS = ['0.9.0', '0.9.1', '0.10.0', '0.10.1']
 DEBUG = env.bool('DEBUG', False)
 MAX_RETRY = env.int('MAX_RETRY', 3)
 
diff --git a/shards/requirements.txt b/shards/requirements.txt
index 07ff7ef7b2301929839f5c6ca483b85caabe69ee..89a1091f1a1850d2c23dec8f1d5a7c6d009be339 100644
--- a/shards/requirements.txt
+++ b/shards/requirements.txt
@@ -14,7 +14,7 @@ py==1.8.0
 pyasn1==0.4.7
 pyasn1-modules==0.2.6
 pylint==2.5.0
-pymilvus==0.2.13
+pymilvus==0.2.14
 #pymilvus-test==0.3.25
 pyparsing==2.4.0
 pytest==4.6.3