diff --git a/community/source-install/compilation-with-ldb-toolchain.md b/community/source-install/compilation-with-ldb-toolchain.md
index 792ff430505fd..0b55db2bb9337 100644
--- a/community/source-install/compilation-with-ldb-toolchain.md
+++ b/community/source-install/compilation-with-ldb-toolchain.md
@@ -24,12 +24,15 @@ specific language governing permissions and limitations
 under the License.
 -->
 
-This guide is about how to compile Doris using the LDB Toolchain. This method serves as a supplement to the Docker compilation approach to help the developers and users without a Docker environment. The recommended LDB Toolchain version is 0.19(Robin), which includes clang-16 and gcc-11.
+This guide is about how to compile Doris using the LDB Toolchain. This method serves as a supplement to the Docker compilation approach to help developers and users without a Docker environment.
 
-:::tip
-LDB Toolchain is fully known as Linux Distribution Based Toolchain Generator. It helps compile modern C++ projects on almost all Linux distributions.
+| Doris Version | Recommended LDB Toolchain Version | Included Compiler Version |
+| -- | -- | -- |
+| master | 0.25 | clang-20, gcc-15 |
+| 3.1 / 3.0 / 2.1 | 0.19 | clang-17, gcc-13 |
 
-Special thanks to [Amos Bird](https://github.com/amosbird) for the contribution.
+:::tip
+LDB Toolchain stands for Linux Distribution Based Toolchain Generator. It helps compile modern C++ projects on almost all Linux distributions.
 :::
 
 ## Prepare the compilation environment
@@ -136,7 +139,7 @@ $ USE_AVX2=0 sh build.sh
 $ BUILD_TYPE=Debug sh build.sh
 ```
 
-This script first compiles the third-party libraries and then the Doris components (FE, BE, MS). The compilation output can be found in the `output/` directory. MS stands for Meta Service, which a module of Doris in the compute-storage decoupled mode. For more information about MS, refer to this [doc](../../compute-storage-decoupled/compilation-and-deployment).
+This script first compiles the third-party libraries and then the Doris components (FE, BE, MS). The compilation output can be found in the `output/` directory. MS stands for Meta Service, which a module of Doris in the compute-storage decoupled mode. For more information about MS, refer to this [doc](../../docs/compute-storage-decoupled/compilation-and-deployment.md).
 
 ## Pre-compile third-party libraries
 
diff --git a/i18n/zh-CN/docusaurus-plugin-content-docs-community/current/source-install/compilation-with-ldb-toolchain.md b/i18n/zh-CN/docusaurus-plugin-content-docs-community/current/source-install/compilation-with-ldb-toolchain.md
index b8bdb5e1f31b7..fc0ca2840123f 100644
--- a/i18n/zh-CN/docusaurus-plugin-content-docs-community/current/source-install/compilation-with-ldb-toolchain.md
+++ b/i18n/zh-CN/docusaurus-plugin-content-docs-community/current/source-install/compilation-with-ldb-toolchain.md
@@ -24,7 +24,12 @@ specific language governing permissions and limitations
 under the License.
 -->
 
-本文档主要介绍如何使用 LDB Toolchain 编译 Doris。该方式目前作为 Docker 编译方式的补充，方便没有 Docker 环境的开发者和用户编译 Doris 源码。Doris 目前推荐的 LDB Toolchain 版本为 Robin(0.19), 其中含有 clang-17 和 gcc-13。
+本文档主要介绍如何使用 LDB Toolchain 编译 Doris。该方式目前作为 Docker 编译方式的补充，方便没有 Docker 环境的开发者和用户编译 Doris 源码。
+
+| Doris 版本 | 推荐 LDB Toolchain 版本 | 包含编译器版本 |
+| -- | -- | -- |
+| master | 0.25 | clang-20, gcc-15 |
+| 3.1 / 3.0 / 2.1 | 0.19 | clang-17, gcc-13 |
 
 :::tip
 LDB Toolchain 全称 Linux Distribution Based Toolchain Generator，它有助于在几乎所有 Linux 发行版上编译现代 C++ 项目。
@@ -38,7 +43,7 @@ LDB Toolchain 全称 Linux Distribution Based Toolchain Generator，它有助于
 
 **1. 下载`ldb_toolchain_gen.sh`**
 
-可以从[这里](https://github.com/amosbird/ldb_toolchain_gen/releases)下载最新的 `ldb_toolchain_gen.sh`，对于ARM架构，需要下载最新的`ldb_toolchain_gen.aarch64.sh`。该脚本用于生成 LDB Toolchain
+可以从[这里](https://github.com/amosbird/ldb_toolchain_gen/releases)下载对应版本的 `ldb_toolchain_gen.sh`，对于ARM架构，需要下载对应版本的`ldb_toolchain_gen.aarch64.sh`。该脚本用于生成 LDB Toolchain
 
 :::tip
 更多信息，可访问 <https://github.com/amosbird/ldb_toolchain_gen>
@@ -137,7 +142,7 @@ $ BUILD_TYPE=Debug sh build.sh
 ```
 
 该脚本会先编译第三方库，之后再编译 Doris 组件（FE、BE、MS）。编译产出在 `output/` 目录下。
-MS 模块是 doris 存算分离模式依赖的模块，详细说明请参考[此连接](../../../docusaurus-plugin-content-docs/current/compute-storage-decoupled/compilation-and-deployment)
+MS 模块是 doris 存算分离模式依赖的模块，详细说明请参考[此连接](../../../docusaurus-plugin-content-docs/current/compute-storage-decoupled/compilation-and-deployment.md)
 
 ## 预编译三方库