diff --git a/.gitea/workflows/release.yaml b/.gitea/workflows/release.yaml
index 2a828ca..67bd2eb 100644
--- a/.gitea/workflows/release.yaml
+++ b/.gitea/workflows/release.yaml
@@ -1,12 +1,44 @@
-name: Build website container
+name: Build and push mlflow container
 on:
   push:
     branches:
       - main
 
 jobs:
+
+  tag:
+    name: Create mlflow tag
+    runs-on: ubuntu-latest
+    outputs:
+      tag_created: ${{ steps.create.outputs.created }}
+    container: ghcr.io/catthehacker/ubuntu:act-latest@sha256:8583ed2b7d097609ff91cc914696324ee945ceb8639967759f4cebbfcb8e63a5
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - name: Fetch tags
+        run: git fetch --tags origin
+      - name: Get latest git tag
+        id: tag
+        run: echo "tag=$(git describe --tags --abbrev=0)" >> $GITHUB_OUTPUT
+      - name: Get mlflow version
+        id: mlflow
+        run: echo "mlflow=$(cat requirements.txt | grep mlflow | cut -d'=' -f3)" >> $GITHUB_OUTPUT
+      - name: Create tag if it doesn't exist
+        id: create
+        run: |
+          if git tag -l "${{ steps.tag.outputs.tag }}"; then
+            echo "Tag already exists"
+            echo "created=false" >> $GITHUB_OUTPUT
+          else
+            git tag ${{ steps.mlflow.outputs.mlflow }}
+            git push origin ${{ steps.mlflow.outputs.mlflow }}
+            echo "created=true" >> $GITHUB_OUTPUT
+          fi
+
   build:
-    name: Build image
+    name: Build and push mlflow container
+    needs: tag
+    if: ${{ needs.tag.outputs.tag_created == 'true' }}
     runs-on: ubuntu-latest
     container: ghcr.io/catthehacker/ubuntu:act-latest@sha256:8583ed2b7d097609ff91cc914696324ee945ceb8639967759f4cebbfcb8e63a5
     env:
diff --git a/renovate.json b/renovate.json
index d131ad9..f643401 100644
--- a/renovate.json
+++ b/renovate.json
@@ -11,5 +11,8 @@
   },
   "pin": {
     "automerge": true
+  },
+  "digest": {
+    "automerge": true
   }
 }
diff --git a/requirements.txt b/requirements.txt
index 777fe29..4a2c461 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,3 @@
 mlflow==2.9.2
 psycopg2-binary==2.9.9
-boto3==1.34.21
\ No newline at end of file
+boto3==1.34.31
\ No newline at end of file