Update link checker config and fix some broken links

.github/workflows/link-fail-fast.yaml

@@ -7,7 +7,7 @@ jobs:
   linkChecker:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
         with:
           fetch-depth: 2
 
@@ -17,12 +17,19 @@ jobs:
           CHANGED_FILES=$(git diff-tree --name-only --diff-filter 'AM' -r HEAD^1 HEAD -- "*.md" | sed -z "s/\n$//;s/\n/' '/g")
           echo "all_changed_files=${CHANGED_FILES}" >> $GITHUB_OUTPUT
 
+      - name: Restore lychee cache
+        uses: actions/cache@v4
+        with:
+          path: .lycheecache
+          key: cache-lychee-${{ github.sha }}
+          restore-keys: cache-lychee-
+
       - name: Link Checker
         if: ${{ steps.changed-files.outputs.all_changed_files }}
-        uses: lycheeverse/lychee-action@v2.3.0
+        uses: lycheeverse/lychee-action@v2
         with:
           fail: true
           failIfEmpty: false
-          args: --root-dir $(pwd) -E -i -n -t 45 -- '${{ steps.changed-files.outputs.all_changed_files }}'
+          args: --root-dir $(pwd) --cache --max-cache-age 1d -E -i -n -t 45 -- '${{ steps.changed-files.outputs.all_changed_files }}'
         env:
           GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}

.github/workflows/link.yaml

@@ -10,23 +10,32 @@ jobs:
   linkChecker:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
       - name: Download Exclude Path
         run: |
           curl https://raw.githubusercontent.com/pingcap/docs/master/.lycheeignore --output .lycheeignore
 
+      - name: Restore lychee cache
+        uses: actions/cache@v4
+        with:
+          path: .lycheecache
+          key: cache-lychee-${{ github.sha }}
+          restore-keys: cache-lychee-
+
       - name: Check Links
-        uses: lycheeverse/lychee-action@v1.6.1
+        uses: lycheeverse/lychee-action@v2
         with:
           # For parameter description, see https://github.com/lycheeverse/lychee#commandline-parameters
-          args: -E --exclude-mail -v -i -n -t 45 -- **/*.md *.md
+          fail: true
+          failIfEmpty: false
+          args: --root-dir $(pwd) --cache --max-cache-age 8d -E -i -n -t 45 --exclude-path '^releases/' --exclude-path '^tidb-cloud/releases/' -- **/*.md *.md
           output: out.md
         env:
           GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
 
       - name: Create Issue From File
-        uses: peter-evans/create-issue-from-file@v4
+        uses: peter-evans/create-issue-from-file@v6
         with:
           title: Broken Link Detected
           content-filepath: out.md

ai/integrations/vector-search-integrate-with-langchain.md

@@ -15,7 +15,7 @@ aliases: ['/zh/tidb/stable/vector-search-integrate-with-langchain/','/zh/tidb/de
 
 > **提示**
 >
-> 你可以在 Jupyter Notebook 中查看完整的 [示例代码](https://github.com/langchain-ai/langchain/blob/master/docs/docs/integrations/vectorstores/tidb_vector.ipynb)，或直接在 [Colab](https://colab.research.google.com/github/langchain-ai/langchain/blob/master/docs/docs/integrations/vectorstores/tidb_vector.ipynb) 在线环境中运行。
+> 你可以在 LangChain 文档中查看完整的[示例代码](https://docs.langchain.com/oss/python/integrations/vectorstores/tidb_vector)。
 
 ## 前置条件
 
@@ -148,11 +148,11 @@ TIDB_DATABASE_URL="mysql+pymysql://<USERNAME>:<PASSWORD>@<HOST>:<PORT>/<DATABASE
 
 #### 步骤 4.1 下载示例文档
 
-在你的项目目录下，新建 `data/how_to/` 目录，并从 [langchain-ai/langchain](https://github.com/langchain-ai/langchain) GitHub 仓库下载示例文档 [`state_of_the_union.txt`](https://github.com/langchain-ai/langchain/blob/master/docs/docs/how_to/state_of_the_union.txt)。
+在你的项目目录下，新建 `data/how_to/` 目录，并从 [langchain-ai/langchainjs](https://github.com/langchain-ai/langchainjs) GitHub 仓库下载示例文档 [`state_of_the_union.txt`](https://github.com/langchain-ai/langchainjs/blob/main/examples/state_of_the_union.txt)。
 
 ```shell
 !mkdir -p 'data/how_to/'
-!wget 'https://raw.githubusercontent.com/langchain-ai/langchain/master/docs/docs/how_to/state_of_the_union.txt' -O 'data/how_to/state_of_the_union.txt'
+!wget 'https://raw.githubusercontent.com/langchain-ai/langchainjs/refs/heads/main/examples/state_of_the_union.txt' -O 'data/how_to/state_of_the_union.txt'
 ```
 
 #### 步骤 4.2 加载并切分文档

ai/integrations/vector-search-integrate-with-llamaindex.md

@@ -15,7 +15,7 @@ aliases: ['/zh/tidb/stable/vector-search-integrate-with-llamaindex/','/zh/tidb/d
 
 > **提示**
 >
-> 你可以在 Jupyter Notebook 中查看完整的 [示例代码](https://github.com/run-llama/llama_index/blob/main/docs/docs/examples/vector_stores/TiDBVector.ipynb)，或直接在 [Colab](https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/docs/examples/vector_stores/TiDBVector.ipynb) 在线环境中运行。
+> 你可以在 Jupyter Notebook 中查看完整的 [示例代码](https://github.com/run-llama/llama_index/blob/main/docs/examples/vector_stores/TiDBVector.ipynb)，或直接在 [Colab](https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/examples/vector_stores/TiDBVector.ipynb) 在线环境中运行。
 
 ## 前置条件
 
@@ -147,11 +147,11 @@ TIDB_DATABASE_URL="mysql+pymysql://<USERNAME>:<PASSWORD>@<HOST>:<PORT>/<DATABASE
 
 #### 步骤 4.1 下载示例文档
 
-在你的项目目录下，新建 `data/paul_graham/` 目录，并从 [run-llama/llama_index](https://github.com/run-llama/llama_index) GitHub 仓库下载示例文档 [`paul_graham_essay.txt`](https://github.com/run-llama/llama_index/blob/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt)。
+在你的项目目录下，新建 `data/paul_graham/` 目录，并从 [run-llama/llama_index](https://github.com/run-llama/llama_index) GitHub 仓库下载示例文档 [`paul_graham_essay.txt`](https://github.com/run-llama/llama_index/blob/main/docs/examples/data/paul_graham/paul_graham_essay.txt)。
 
 ```shell
 !mkdir -p 'data/paul_graham/'
-!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'
+!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'
 ```
 
 #### 步骤 4.2 加载文档

ticdc/ticdc-sink-to-kafka.md

@@ -211,7 +211,7 @@ token="xxxx"
 
 在以上配置中，`region` 和 `registry-name` 是必填项，`access-key`、`secret-access-key` 和 `token` 是可选项。最佳实践是将 AWS 连接凭证设置为环境变量或存储在 `~/.aws/credentials` 文件中，而不是将它们设置在 changefeed 的配置文件中。
 
-更多信息，请参阅 [AWS官方文档](https://aws.github.io/aws-sdk-go-v2/docs/configuring-sdk/#specifying-credentials)。
+更多信息，请参阅 [AWS Go SDK V2 官方文档](https://docs.aws.amazon.com/zh_cn/sdk-for-go/v2/developer-guide/configure-gosdk.html#specifying-credentials)。
 
 ## 自定义 Kafka Sink 的 Topic 和 Partition 的分发规则