diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml
index 1853247e9f9..ccd020109e1 100644
--- a/.github/workflows/cd.yml
+++ b/.github/workflows/cd.yml
@@ -146,6 +146,8 @@ jobs:
 
   check-readme-modification:
     runs-on: ubuntu-latest
+    outputs:
+      readme_changed: ${{ steps.step_output.outputs.readme_changed }}
     steps:
       - uses: actions/checkout@v3
         with:
@@ -159,16 +161,13 @@ jobs:
             README.md
 
       - name: Check if README is modified
+        id: step_output
         if: steps.changed-files-specific.outputs.any_changed == 'true'
         run: |
-          echo "README.md is modified"
-          touch SUCCESS
-
-      - name: Return outputs
-        run: |
-          [[ -f SUCCESS ]]
+          echo "readme_changed=true" >> $GITHUB_OUTPUT
 
   publish-docarray-org:
     needs: check-readme-modification
+    if: needs.check-readme-modification.outputs.readme_changed == 'true'
     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
index 8e52c03fa7f..23250e7b188 100644
--- a/.github/workflows/publish-docarray-org.yml
+++ b/.github/workflows/publish-docarray-org.yml
@@ -31,7 +31,7 @@ jobs:
       - name: Check trigger event
         run: | 
           touch SUCCESS
-        if: github.event_name == 'pull_request'
+        if: ${{ github.event_name == 'pull_request' || github.event_name == 'push' }}
       - name: Fail release token
         run: |
           [[ -f SUCCESS ]]
diff --git a/README.md b/README.md
index b9c7aaa1f3a..cbb79461ed8 100644
--- a/README.md
+++ b/README.md
@@ -167,10 +167,10 @@ Let's use DocArray and the [Totally Looks Like](https://sites.google.com/view/to
 </thead>
 <tbody>
   <tr align="center">
-    <td><img src="https://github.com/jina-ai/docarray/blob/main/.github/README-img/left-00018.jpg?raw=true" alt="Visualizing top-9 matches using DocArray API" width="50%"></td>
-    <td><img src="https://github.com/jina-ai/docarray/blob/main/.github/README-img/right-00018.jpg?raw=true" alt="Visualizing top-9 matches using DocArray API" width="50%"></td>
-    <td><img src="https://github.com/jina-ai/docarray/blob/main/.github/README-img/left-00131.jpg?raw=true" alt="Visualizing top-9 matches using DocArray API" width="50%"></td>
-    <td><img src="https://github.com/jina-ai/docarray/blob/main/.github/README-img/right-00131.jpg?raw=true" alt="Visualizing top-9 matches using DocArray API" width="50%"></td>
+    <td><img src="https://github.com/docarray/docarray/blob/main/.github/README-img/left-00018.jpg?raw=true" alt="Visualizing top-9 matches using DocArray API" width="50%"></td>
+    <td><img src="https://github.com/docarray/docarray/blob/main/.github/README-img/right-00018.jpg?raw=true" alt="Visualizing top-9 matches using DocArray API" width="50%"></td>
+    <td><img src="https://github.com/docarray/docarray/blob/main/.github/README-img/left-00131.jpg?raw=true" alt="Visualizing top-9 matches using DocArray API" width="50%"></td>
+    <td><img src="https://github.com/docarray/docarray/blob/main/.github/README-img/right-00131.jpg?raw=true" alt="Visualizing top-9 matches using DocArray API" width="50%"></td>
   </tr>
 </tbody>
 </table>
@@ -206,7 +206,7 @@ left_da.plot_image_sprites()
 ```
 
 <p align="center">
-<a href="https://docarray.jina.ai"><img src="https://github.com/jina-ai/docarray/blob/main/.github/README-img/sprite.png?raw=true" alt="Load totally looks like dataset with docarray API" width="60%"></a>
+<a href="https://docarray.jina.ai"><img src="https://github.com/docarray/docarray/blob/main/.github/README-img/sprite.png?raw=true" alt="Load totally looks like dataset with docarray API" width="60%"></a>
 </p>
 
 ### Apply preprocessing
@@ -252,7 +252,7 @@ left_da.plot_embeddings(image_sprites=True)
 ```
 
 <p align="center">
-<a href="https://docarray.jina.ai"><img src="https://github.com/jina-ai/docarray/blob/main/.github/README-img/tsne.gif?raw=true" alt="Visualizing embedding via tSNE and embedding projector" width="90%"></a>
+<a href="https://docarray.jina.ai"><img src="https://github.com/docarray/docarray/blob/main/.github/README-img/tsne.gif?raw=true" alt="Visualizing embedding via tSNE and embedding projector" width="90%"></a>
 </p>
 
 Fun is fun, but recall our goal is to match left images against right images and so far we have only handled the left. Let's repeat the same procedure for the right: