diff --git a/.github/workflows/jan-electron-build-nightly.yml b/.github/workflows/jan-electron-build-nightly.yml
index 78cba3eca..b5ffa9a3b 100644
--- a/.github/workflows/jan-electron-build-nightly.yml
+++ b/.github/workflows/jan-electron-build-nightly.yml
@@ -311,16 +311,22 @@ jobs:
       - name: Notify Discord
         uses: Ilshidur/action-discord@master
         with:
-          args: "Jan App Nightly build artifact version {{ VERSION }}: https://github.com/janhq/jan/actions/runs/{{ GITHUB_RUN_ID }}"
+          args: |
+            Jan App Nightly build artifact version {{ VERSION }}:
+            - Windows: https://delta.jan.ai/{{ VERSION }}/jan-win-x64-{{ VERSION }}.exe
+            - macOS Intel: https://delta.jan.ai/{{ VERSION }}/jan-mac-x64-{{ VERSION }}.dmg
+            - macOS Apple Silicon: https://delta.jan.ai/{{ VERSION }}/jan-mac-arm64-{{ VERSION }}.dmg
+            - Linux: https://delta.jan.ai/{{ VERSION }}/jan-linux-amd64-{{ VERSION }}.deb
+            - Github action run: https://github.com/janhq/jan/actions/runs/{{ GITHUB_RUN_ID }}
         env:
           DISCORD_WEBHOOK: ${{ secrets.DISCORD_WEBHOOK }}
 
       - name: Update README.md with artifact URL
         run: |
-          sed -i "s|<a href='https://delta.jan.ai/latest/jan-win-x64-.*'>|<a href='https://delta.jan.ai/latest/jan-win-x64-${{ needs.get-update-version.outputs.new_version }}.exe'>|" README.md
-          sed -i "s|<a href='https://delta.jan.ai/latest/jan-mac-x64-.*'>|<a href='https://delta.jan.ai/latest/jan-mac-x64-${{ needs.get-update-version.outputs.new_version }}.dmg'>|" README.md
-          sed -i "s|<a href='https://delta.jan.ai/latest/jan-mac-arm64-.*'>|<a href='https://delta.jan.ai/latest/jan-mac-arm64-${{ needs.get-update-version.outputs.new_version }}.dmg'>|" README.md
-          sed -i "s|<a href='https://delta.jan.ai/latest/jan-linux-amd64-.*'>|<a href='https://delta.jan.ai/latest/jan-linux-amd64-${{ needs.get-update-version.outputs.new_version }}.deb'>|" README.md
+          sed -i "s|<a href='https://delta.jan.ai/.*/jan-win-x64-.*'>|<a href='https://delta.jan.ai/${{ needs.get-update-version.outputs.new_version }}/jan-win-x64-${{ needs.get-update-version.outputs.new_version }}.exe'>|" README.md
+          sed -i "s|<a href='https://delta.jan.ai/.*/jan-mac-x64-.*'>|<a href='https://delta.jan.ai/${{ needs.get-update-version.outputs.new_version }}/jan-mac-x64-${{ needs.get-update-version.outputs.new_version }}.dmg'>|" README.md
+          sed -i "s|<a href='https://delta.jan.ai/.*/jan-mac-arm64-.*'>|<a href='https://delta.jan.ai/${{ needs.get-update-version.outputs.new_version }}/jan-mac-arm64-${{ needs.get-update-version.outputs.new_version }}.dmg'>|" README.md
+          sed -i "s|<a href='https://delta.jan.ai/.*/jan-linux-amd64-.*'>|<a href='https://delta.jan.ai/${{ needs.get-update-version.outputs.new_version }}/jan-linux-amd64-${{ needs.get-update-version.outputs.new_version }}.deb'>|" README.md
           git config --global user.email "service@jan.ai"
           git config --global user.name "Service Account"
           git add README.md
@@ -348,7 +354,13 @@ jobs:
       - name: Notify Discord
         uses: Ilshidur/action-discord@master
         with:
-          args: "Jan App Manual build artifact version {{ VERSION }}: https://github.com/janhq/jan/actions/runs/{{ GITHUB_RUN_ID }}"
+          args: |
+            Jan App Manual build artifact version {{ VERSION }}:
+            - Windows: https://delta.jan.ai/{{ VERSION }}/jan-win-x64-{{ VERSION }}.exe
+            - macOS Intel: https://delta.jan.ai/{{ VERSION }}/jan-mac-x64-{{ VERSION }}.dmg
+            - macOS Apple Silicon: https://delta.jan.ai/{{ VERSION }}/jan-mac-arm64-{{ VERSION }}.dmg
+            - Linux: https://delta.jan.ai/{{ VERSION }}/jan-linux-amd64-{{ VERSION }}.deb
+            - Github action run: https://github.com/janhq/jan/actions/runs/{{ GITHUB_RUN_ID }}
         env:
           DISCORD_WEBHOOK: ${{ secrets.DISCORD_WEBHOOK }}
 
@@ -356,10 +368,10 @@ jobs:
       - name: Update README.md with artifact URL
         if: github.ref == 'refs/heads/main'
         run: |
-          sed -i "s|<a href='https://delta.jan.ai/latest/jan-win-x64-.*'>|<a href='https://delta.jan.ai/latest/jan-win-x64-${{ needs.get-update-version.outputs.new_version }}.exe'>|" README.md
-          sed -i "s|<a href='https://delta.jan.ai/latest/jan-mac-x64-.*'>|<a href='https://delta.jan.ai/latest/jan-mac-x64-${{ needs.get-update-version.outputs.new_version }}.dmg'>|" README.md
-          sed -i "s|<a href='https://delta.jan.ai/latest/jan-mac-arm64-.*'>|<a href='https://delta.jan.ai/latest/jan-mac-arm64-${{ needs.get-update-version.outputs.new_version }}.dmg'>|" README.md
-          sed -i "s|<a href='https://delta.jan.ai/latest/jan-linux-amd64-.*'>|<a href='https://delta.jan.ai/latest/jan-linux-amd64-${{ needs.get-update-version.outputs.new_version }}.deb'>|" README.md
+          sed -i "s|<a href='https://delta.jan.ai/.*/jan-win-x64-.*'>|<a href='https://delta.jan.ai/${{ needs.get-update-version.outputs.new_version }}/jan-win-x64-${{ needs.get-update-version.outputs.new_version }}.exe'>|" README.md
+          sed -i "s|<a href='https://delta.jan.ai/.*/jan-mac-x64-.*'>|<a href='https://delta.jan.ai/${{ needs.get-update-version.outputs.new_version }}/jan-mac-x64-${{ needs.get-update-version.outputs.new_version }}.dmg'>|" README.md
+          sed -i "s|<a href='https://delta.jan.ai/.*/jan-mac-arm64-.*'>|<a href='https://delta.jan.ai/${{ needs.get-update-version.outputs.new_version }}/jan-mac-arm64-${{ needs.get-update-version.outputs.new_version }}.dmg'>|" README.md
+          sed -i "s|<a href='https://delta.jan.ai/.*/jan-linux-amd64-.*'>|<a href='https://delta.jan.ai/${{ needs.get-update-version.outputs.new_version }}/jan-linux-amd64-${{ needs.get-update-version.outputs.new_version }}.deb'>|" README.md
           git config --global user.email "service@jan.ai"
           git config --global user.name "Service Account"
           git add README.md
diff --git a/README.md b/README.md
index c02ae93a7..9ae15f4ba 100644
--- a/README.md
+++ b/README.md
@@ -70,25 +70,25 @@ Jan is an open-source ChatGPT alternative that runs 100% offline on your compute
   <tr style="text-align:center">
     <td style="text-align:center"><b>Experimental (Nightly Build)</b></td>
     <td style="text-align:center">
-      <a href='https://delta.jan.ai/latest/jan-win-x64-0.4.3-107.exe'>
+      <a href='https://delta.jan.ai/0.4.3-107/jan-win-x64-0.4.3-107.exe'>
         <img src='./docs/static/img/windows.png' style="height:14px; width: 14px" />
         <b>jan.exe</b>
       </a>
     </td>
     <td style="text-align:center">
-      <a href='https://delta.jan.ai/latest/jan-mac-x64-0.4.3-107.dmg'>
+      <a href='https://delta.jan.ai/0.4.3-107/jan-mac-x64-0.4.3-107.dmg'>
         <img src='./docs/static/img/mac.png' style="height:15px; width: 15px" />
         <b>Intel</b>
       </a>
     </td>
     <td style="text-align:center">
-      <a href='https://delta.jan.ai/latest/jan-mac-arm64-0.4.3-107.dmg'>
+      <a href='https://delta.jan.ai/0.4.3-107/jan-mac-arm64-0.4.3-107.dmg'>
         <img src='./docs/static/img/mac.png' style="height:15px; width: 15px" />
         <b>M1/M2</b>
       </a>
     </td>
     <td style="text-align:center">
-      <a href='https://delta.jan.ai/latest/jan-linux-amd64-0.4.3-107.deb'>
+      <a href='https://delta.jan.ai/0.4.3-107/jan-linux-amd64-0.4.3-107.deb'>
         <img src='./docs/static/img/linux.png' style="height:14px; width: 14px" />
         <b>jan.deb</b>
       </a>