diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml
index 64f2debacbd..1853247e9f9 100644
--- a/.github/workflows/cd.yml
+++ b/.github/workflows/cd.yml
@@ -143,3 +143,32 @@ jobs:
           TWINE_USERNAME: ${{ secrets.TWINE_USERNAME }}
           TWINE_PASSWORD: ${{ secrets.TWINE_PASSWORD }}
           JINA_SLACK_WEBHOOK: ${{ secrets.JINA_SLACK_WEBHOOK }}
+
+  check-readme-modification:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
+      - name: Get changed files
+        id: changed-files-specific
+        uses: tj-actions/changed-files@v34
+        with:
+          files: |
+            README.md
+
+      - name: Check if README is modified
+        if: steps.changed-files-specific.outputs.any_changed == 'true'
+        run: |
+          echo "README.md is modified"
+          touch SUCCESS
+
+      - name: Return outputs
+        run: |
+          [[ -f SUCCESS ]]
+
+  publish-docarray-org:
+    needs: check-readme-modification
+    uses: ./.github/workflows/publish-docarray-org.yml
+    secrets: inherit
\ No newline at end of file
diff --git a/.github/workflows/publish-docarray-org.yml b/.github/workflows/publish-docarray-org.yml
new file mode 100644
index 00000000000..8e52c03fa7f
--- /dev/null
+++ b/.github/workflows/publish-docarray-org.yml
@@ -0,0 +1,60 @@
+name: Manual Publish DocArray[dot]org
+
+on:
+  workflow_dispatch:
+    inputs:
+      release_token:
+        description: 'Your release token'
+        required: true
+  workflow_call:
+    secrets:
+      JINA_DEV_BOT:
+        required: True
+
+# uncomment this line for testing in PR
+#  push:
+
+jobs:
+  token-check:
+    runs-on: ubuntu-latest
+    steps:
+      - name: debug
+        run: |
+          echo ${{ github.event_name }} event triggered this action
+      - name: Check release token
+        id: token-check
+        run: |
+          touch SUCCESS
+        if: inputs.release_token == env.release_token
+        env:
+          release_token: ${{ secrets.DOCARRAY_RELEASE_TOKEN }}
+      - name: Check trigger event
+        run: | 
+          touch SUCCESS
+        if: github.event_name == 'pull_request'
+      - name: Fail release token
+        run: |
+          [[ -f SUCCESS ]]
+
+  copy-readme:
+    needs: token-check
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 1
+          path: docarray
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 1
+          repository: docarray/docarray.github.io
+          path: docarray.github.io
+          token: ${{ secrets.JINA_DEV_BOT }}
+      - name: Check out DocArray page
+        run: |
+          cd ${GITHUB_WORKSPACE}/docarray.github.io
+          cp ${GITHUB_WORKSPACE}/docarray/README.md .
+          git config --local user.email "Jina Dev Bot"
+          git config --local user.name "dev-bot@jina.ai"
+          git add README.md && git commit -s -m "chore(docs): sync up README from docarray"
+          git push
diff --git a/README.md b/README.md
index 4da6e9d6488..b9c7aaa1f3a 100644
--- a/README.md
+++ b/README.md
@@ -70,7 +70,7 @@ The following news article card can be easily represented via `docarray.dataclas
 <tr>
 <td> 
 
-<img src="https://github.com/jina-ai/docarray/blob/main/docs/fundamentals/dataclass/img/image-mmdoc-example.png?raw=true" alt="A example multimodal document" width="300px">
+<img src="https://github.com/docarray/docarray/blob/main/docs/fundamentals/dataclass/img/image-mmdoc-example.png?raw=true" alt="A example multimodal document" width="300px">
      
 </td>
 <td>