diff --git a/.github/workflows/release_draft.yml b/.github/workflows/release_draft.yml
index 10203938..9f9316e2 100644
--- a/.github/workflows/release_draft.yml
+++ b/.github/workflows/release_draft.yml
@@ -103,6 +103,10 @@ jobs:
           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: release_notes_generator
         uses: AbsaOSS/generate-release-notes@master