diff --git a/README.md b/README.md
index 1d8e3415b..d82721d98 100644
--- a/README.md
+++ b/README.md
@@ -192,7 +192,8 @@ releases! 🌟
 ```bash
    $ cd ragflow/docker
   
-   # Optional: use a stable tag (see releases: https://github.com/infiniflow/ragflow/releases), e.g.: git checkout v0.22.1
+   # git checkout v0.22.1
+   # Optional: use a stable tag (see releases: https://github.com/infiniflow/ragflow/releases)
    # This steps ensures the **entrypoint.sh** file in the code matches the Docker image version.
    
    # Use CPU for DeepDoc tasks:
diff --git a/README_id.md b/README_id.md
index 7c2aa1337..953fce4c5 100644
--- a/README_id.md
+++ b/README_id.md
@@ -192,7 +192,8 @@ Coba demo kami di [https://demo.ragflow.io](https://demo.ragflow.io).
 ```bash
    $ cd ragflow/docker
    
-   # Opsional: gunakan tag stabil (lihat releases: https://github.com/infiniflow/ragflow/releases), contoh: git checkout v0.22.1
+   # git checkout v0.22.1
+   # Opsional: gunakan tag stabil (lihat releases: https://github.com/infiniflow/ragflow/releases)
    # This steps ensures the **entrypoint.sh** file in the code matches the Docker image version.
 
    # Use CPU for DeepDoc tasks:
diff --git a/README_ja.md b/README_ja.md
index e72ae77f1..7711d3ff0 100644
--- a/README_ja.md
+++ b/README_ja.md
@@ -172,7 +172,8 @@
 ```bash
    $ cd ragflow/docker
 
-   # 任意: 安定版タグを利用 (一覧: https://github.com/infiniflow/ragflow/releases) 例: git checkout v0.22.1
+   # git checkout v0.22.1
+   # 任意: 安定版タグを利用 (一覧: https://github.com/infiniflow/ragflow/releases)
    # この手順は、コード内の entrypoint.sh ファイルが Docker イメージのバージョンと一致していることを確認します。
 
    # Use CPU for DeepDoc tasks:
diff --git a/README_ko.md b/README_ko.md
index 4a19de8cb..386fd2faa 100644
--- a/README_ko.md
+++ b/README_ko.md
@@ -174,7 +174,8 @@
    ```bash
    $ cd ragflow/docker
    
-   # Optional: use a stable tag (see releases: https://github.com/infiniflow/ragflow/releases), e.g.: git checkout v0.22.1
+   # git checkout v0.22.1
+   # Optional: use a stable tag (see releases: https://github.com/infiniflow/ragflow/releases)
    # 이 단계는 코드의 entrypoint.sh 파일이 Docker 이미지 버전과 일치하도록 보장합니다.
 
    # Use CPU for DeepDoc tasks:
diff --git a/README_pt_br.md b/README_pt_br.md
index c963874f4..487ec5530 100644
--- a/README_pt_br.md
+++ b/README_pt_br.md
@@ -192,7 +192,8 @@ Experimente nossa demo em [https://demo.ragflow.io](https://demo.ragflow.io).
 ```bash
    $ cd ragflow/docker
    
-   # Opcional: use uma tag estável (veja releases: https://github.com/infiniflow/ragflow/releases), ex.: git checkout v0.22.1
+   # git checkout v0.22.1
+   # Opcional: use uma tag estável (veja releases: https://github.com/infiniflow/ragflow/releases)
    # Esta etapa garante que o arquivo entrypoint.sh no código corresponda à versão da imagem do Docker.
 
    # Use CPU for DeepDoc tasks:
diff --git a/README_tzh.md b/README_tzh.md
index bdcb5ea0b..eab5938e4 100644
--- a/README_tzh.md
+++ b/README_tzh.md
@@ -191,7 +191,8 @@
 ```bash
    $ cd ragflow/docker
    
-   # 可選：使用穩定版標籤（查看發佈：https://github.com/infiniflow/ragflow/releases），例：git checkout v0.22.1
+   # git checkout v0.22.1
+   # 可選：使用穩定版標籤（查看發佈：https://github.com/infiniflow/ragflow/releases）
    # 此步驟確保程式碼中的 entrypoint.sh 檔案與 Docker 映像版本一致。
 
    # Use CPU for DeepDoc tasks:
diff --git a/README_zh.md b/README_zh.md
index 8a10eaa22..58394b5fd 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -192,7 +192,8 @@
    ```bash
    $ cd ragflow/docker
    
-   # 可选：使用稳定版本标签（查看发布：https://github.com/infiniflow/ragflow/releases），例如：git checkout v0.22.1
+   # git checkout v0.22.1
+   # 可选：使用稳定版本标签（查看发布：https://github.com/infiniflow/ragflow/releases）
    # 这一步确保代码中的 entrypoint.sh 文件与 Docker 镜像的版本保持一致。
 
    # Use CPU for DeepDoc tasks: