diff --git a/.github/workflows/docker-nightly-build.yml b/.github/workflows/docker-nightly-build.yml
index 80f93f7662..cc1a4b787f 100644
--- a/.github/workflows/docker-nightly-build.yml
+++ b/.github/workflows/docker-nightly-build.yml
@@ -36,6 +36,8 @@ jobs:
         run: |
           cd docker
           sudo apt-get update
+          sudo apt-get install --reinstall python3.9 python3-distutils python3.9-dev python3.9-venv -y
+          docker buildx rm multibuilder
           docker buildx create --name multibuilder --use --driver docker-container --bootstrap
           python docker_nightly.py --cleanup
       # - name: Push KServe Docker Nightly