apache · imbajin · Nov 20, 2025 · Nov 19, 2025
diff --git a/content/cn/docs/quickstart/computing/_index.md b/content/cn/docs/quickstart/computing/_index.md
@@ -3,3 +3,9 @@ title: "HugeGraph Computing (OLAP)"
 linkTitle: "HugeGraph Computing (OLAP)"
 weight: 4
 ---
+
+## 🚀 最佳实践：优先使用 DeepWiki 智能文档
+
+> 为解决静态文档可能过时的问题，我们提供了 **实时更新、内容更全面** 的 DeepWiki。它相当于一个拥有项目最新知识的专家，非常适合**所有开发者**在开始项目前阅读和咨询。
+
+**👉 强烈推荐访问并对话：**[**incubator-hugegraph-computer**](https://deepwiki.com/apache/incubator-hugegraph-computer)
diff --git a/content/cn/docs/quickstart/hugegraph-ai/_index.md b/content/cn/docs/quickstart/hugegraph-ai/_index.md
@@ -7,6 +7,12 @@ weight: 3
 [![License](https://img.shields.io/badge/license-Apache%202-0E78BA.svg)](https://www.apache.org/licenses/LICENSE-2.0.html)
 [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/apache/incubator-hugegraph-ai)
 
+## 🚀 最佳实践：优先使用 DeepWiki 智能文档
+
+> 为解决静态文档可能过时的问题，我们提供了 **实时更新、内容更全面** 的 DeepWiki。它相当于一个拥有项目最新知识的专家，非常适合**所有开发者**在开始项目前阅读和咨询。
+
+**👉 强烈推荐访问并对话：**[**incubator-hugegraph-ai**](https://deepwiki.com/apache/incubator-hugegraph-ai)
+
 `hugegraph-ai` 整合了 [HugeGraph](https://github.com/apache/hugegraph) 与人工智能功能，为开发者构建 AI 驱动的图应用提供全面支持。
 
 ## ✨ 核心功能

diff --git a/content/cn/docs/quickstart/hugegraph/_index.md b/content/cn/docs/quickstart/hugegraph/_index.md
@@ -3,3 +3,9 @@ title: "HugeGraph (OLTP)"
 linkTitle: "HugeGraph (OLTP)"
 weight: 1
 ---
+
+## 🚀 最佳实践：优先使用 DeepWiki 智能文档
+
+> 为解决静态文档可能过时的问题，我们提供了 **实时更新、内容更全面** 的 DeepWiki。它相当于一个拥有项目最新知识的专家，非常适合**所有开发者**在开始项目前阅读和咨询。
+
+**👉 强烈推荐访问并对话：**[**incubator-hugegraph**](https://deepwiki.com/apache/incubator-hugegraph)
diff --git a/content/cn/docs/quickstart/toolchain/_index.md b/content/cn/docs/quickstart/toolchain/_index.md
@@ -5,3 +5,9 @@ weight: 2
 ---
 
 > **测试指南**：如需在本地运行工具链测试，请参考 [HugeGraph 工具链本地测试指南](/cn/docs/guides/toolchain-local-test)
+
+## 🚀 最佳实践：优先使用 DeepWiki 智能文档
+
+> 为解决静态文档可能过时的问题，我们提供了 **实时更新、内容更全面** 的 DeepWiki。它相当于一个拥有项目最新知识的专家，非常适合**所有开发者**在开始项目前阅读和咨询。
+
+**👉 强烈推荐访问并对话：**[**incubator-hugegraph-toolchain**](https://deepwiki.com/apache/incubator-hugegraph-toolchain)
diff --git a/content/en/docs/quickstart/computing/_index.md b/content/en/docs/quickstart/computing/_index.md
@@ -3,3 +3,9 @@ title: "HugeGraph Computing (OLAP)"
 linkTitle: "HugeGraph Computing (OLAP)"
 weight: 4
 ---
+
+## 🚀 Best practice: Prioritize using DeepWiki intelligent documents
+
+> To address the issue of outdated static documents, we provide DeepWiki with **real-time updates and more comprehensive content**. It is equivalent to an expert with the latest knowledge of the project, which is very suitable for **all developers** to read and consult before starting the project.
+
+**👉 Strongly recommend visiting and having a conversation with:** [**incubator-hugegraph-computer**](https://deepwiki.com/apache/incubator-hugegraph-computer)
diff --git a/content/en/docs/quickstart/hugegraph-ai/_index.md b/content/en/docs/quickstart/hugegraph-ai/_index.md
@@ -7,6 +7,12 @@ weight: 3
 [![License](https://img.shields.io/badge/license-Apache%202-0E78BA.svg)](https://www.apache.org/licenses/LICENSE-2.0.html)
 [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/apache/incubator-hugegraph-ai)
 
+## 🚀 Best practice: Prioritize using DeepWiki intelligent documents
+
+> To address the issue of outdated static documents, we provide DeepWiki with **real-time updates and more comprehensive content**. It is equivalent to an expert with the latest knowledge of the project, which is very suitable for **all developers** to read and consult before starting the project.
+
+**👉 Strongly recommend visiting and having a conversation with:** [**incubator-hugegraph-ai**](https://deepwiki.com/apache/incubator-hugegraph-ai)
+
 `hugegraph-ai` integrates [HugeGraph](https://github.com/apache/hugegraph) with artificial intelligence capabilities, providing comprehensive support for developers to build AI-powered graph applications.
 
 ## ✨ Key Features

diff --git a/content/en/docs/quickstart/hugegraph/_index.md b/content/en/docs/quickstart/hugegraph/_index.md
@@ -3,3 +3,9 @@ title: "HugeGraph (OLTP)"
 linkTitle: "HugeGraph (OLTP)"
 weight: 1
 ---
+
+## 🚀 Best practice: Prioritize using DeepWiki intelligent documents
+
+> To address the issue of outdated static documents, we provide DeepWiki with **real-time updates and more comprehensive content**. It is equivalent to an expert with the latest knowledge of the project, which is very suitable for **all developers** to read and consult before starting the project.
+
+**👉 Strongly recommend visiting and having a conversation with:** [**incubator-hugegraph**](https://deepwiki.com/apache/incubator-hugegraph)
diff --git a/content/en/docs/quickstart/toolchain/_index.md b/content/en/docs/quickstart/toolchain/_index.md
@@ -5,3 +5,9 @@ weight: 2
 ---
 
 > **Testing Guide**: For running toolchain tests locally, please refer to [HugeGraph Toolchain Local Testing Guide](/docs/guides/toolchain-local-test)
+
+## 🚀 Best practice: Prioritize using DeepWiki intelligent documents
+
+> To address the issue of outdated static documents, we provide DeepWiki with **real-time updates and more comprehensive content**. It is equivalent to an expert with the latest knowledge of the project, which is very suitable for **all developers** to read and consult before starting the project.
+
+**👉 Strongly recommend visiting and having a conversation with:** [**incubator-hugegraph-toolchain**](https://deepwiki.com/apache/incubator-hugegraph-toolchain)