diff --git a/.github/workflows/release_draft.yml b/.github/workflows/release_draft.yml
index a33eaa67..aa303469 100644
--- a/.github/workflows/release_draft.yml
+++ b/.github/workflows/release_draft.yml
@@ -106,27 +106,32 @@ jobs:
         with:
           fetch-depth: 0
           ref: refs/tags/${{ github.event.inputs.tagName }}
+
+      - uses: actions/setup-python@v5.1.1
+        with:
+          python-version: '3.11'
+
       - name: Generate release notes
         id: generate_release_notes
-        uses: AbsaOSS/generate-release-notes@v0.3.0
+        uses: AbsaOSS/generate-release-notes@feature/55-Chapter-line-formatting-authors
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:
           tag-name: ${{ github.event.inputs.tagName }}
-          chapters: |
-            [
-              {"title": "Breaking Changes 💥", "label": "breaking-change"},
-              {"title": "New Features 🎉", "label": "enhancement"},
-              {"title": "Bugfixes 🛠", "label": "bug"}
-            ]
+          chapters: '[
+            {"title": "Breaking Changes 💥", "label": "breaking-change"},
+            {"title": "New Features 🎉", "label": "enhancement"},
+            {"title": "New Features 🎉", "label": "feature"},
+            {"title": "Bugfixes 🛠", "label": "bug"}
+          ]'
           duplicity-scope: 'service'
           duplicity-icon: '🔁'
           warnings: true
           skip-release-notes-label: "no RN"
           print-empty-chapters: false
           chapters-to-pr-without-issue: true
-          row-format-issue: '#_{title}_ {developed-by} {co-authored-by} in $number'
-          row-format-pr: '#_{title}_ {developed-by} {co-authored-by} in $number'
+          row-format-issue: '#_{title}_ {developed-by} {co-authored-by} in {number}'
+          row-format-pr: '#_{title}_ {developed-by} {co-authored-by} in {number}'
           row-format-link-pr: true
 
       - name: Create draft release