diff --git a/.github/workflows/automatic-release.yaml b/.github/workflows/automatic-release.yaml
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+# Copyright 2018 Iguazio
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+name: AutomaticRelease
+
+on:
+  workflow_dispatch:
+    inputs:
+      version:
+        description: 'The version to release, without prefix v (e.g. 1.1.0-rc10)'
+        required: true
+      previous_version:
+        description: 'The previous version, without prefix v (e.g. 1.1.0-rc9)'
+        required: true
+      pre_release:
+        description: 'Whether to mark release as pre-release or not (default: false)'
+        required: false
+        default: 'true'
+      generate_release_notes:
+        description: 'Whether to generate release notes or not (default: true)'
+        required: false
+        default: 'true'
+      skip_images:
+        description: 'Comma separated list of images to skip building, example with all possible images: mlrun,ui,api,base,models,models-gpu,jupyter,test'
+        required: false
+        default: ''
+      skip_publish_pypi:
+        description: 'Whether to skip publishing the python package to Pypi, (true/false)'
+        required: false
+        default: 'false'
+      skip_create_tag_release:
+        description: 'Whether to skip creating tag & release in Github, (true/false)'
+        required: false
+        default: 'false'
+
+jobs:
+
+  create-releases:
+    name: Create release & tag v${{ github.event.inputs.version }}
+    runs-on: ubuntu-latest
+    if: github.event.inputs.skip_create_tag_release != 'true'
+    needs: publish-to-pypi
+    steps:
+      - uses: ncipollo/release-action@v1
+        with:
+          tag: v${{ github.event.inputs.version }}
+          commit: ${{ github.ref_name }}
+          token: ${{ secrets.RELEASE_GITHUB_ACCESS_TOKEN }}
+          prerelease: ${{ github.event.inputs.pre_release }}
+
+  update-release-notes:
+    name: Update release notes
+    runs-on: ubuntu-latest
+    if: github.event.inputs.generate_release_notes == 'true'
+    needs: create-releases
+    steps:
+      - uses: actions/checkout@v3
+      - name: Generate release notes
+        id: release-notes
+        run: |
+          - echo "body=$(make release-notes MLRUN_OLD_VERSION=v${{ github.event.inputs.previous_version }} MLRUN_NEW_VERSION=v${{ github.event.inputs.version }} MLRUN_RELEASE_BRANCH=${{ github.ref_name }} MLRUN_RAISE_ON_ERROR=false MLRUN_RELEASE_NOTES_OUTPUT_PATH=release_notes.md || cat release_notes.md)" >> $GITHUB_OUTPUT
+      - uses: ncipollo/release-action@v1
+        with:
+          tag: v${{ github.event.inputs.version }}
+          commit: ${{ github.ref_name }}
+          token: ${{ secrets.RELEASE_GITHUB_ACCESS_TOKEN }}
+          allowUpdates: true
+          prerelease: ${{ github.event.inputs.pre_release }}
+          body: ${{ steps.release-notes.outputs.body }}