diff --git a/.gitea/workflows/action.yml b/.gitea/workflows/action.yml
index d924588..1ce1cbc 100644
--- a/.gitea/workflows/action.yml
+++ b/.gitea/workflows/action.yml
@@ -17,14 +17,22 @@ jobs:
       - name: Checkout Repository
         uses: actions/checkout@v3
 
-      - name: Install python requirements
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+
+      - name: Install Python dependencies in virtualenv
         run: |
-          python3 -m pip install --upgrade pip
+          python3 -m venv venv
+          source venv/bin/activate
+          python -m pip install --upgrade pip
           pip install -r adguard-dns-tools/requirements.txt
 
-      - name: Deploy DNS entries to AdGuard Home       
+      - name: Deploy DNS entries to AdGuard Home
         run: |
-          python3 adguard-dns-tools/main.py --sync
+          source venv/bin/activate
+          python adguard-dns-tools/main.py --sync
         working-directory: ${{ github.workspace }}
         shell: bash
         env:
@@ -32,12 +40,10 @@ jobs:
           ADGUARD_PASSWORD: ${{ env.ADGUARD_PASSWORD }}
           ADGUARD_URL: ${{ env.ADGUARD_URL }}
           JSON_FILE: ${{ env.JSON_FILE }}
-        # write output and tell that it ran successfully
         continue-on-error: false
         timeout-minutes: 10
         id: deploy_dns
+
       - name: Deployment Result
-        run: |
-          echo "DNS entries deployed successfully to AdGuard Home."
         if: success()
-        shell: bash
\ No newline at end of file
+        run: echo "✅ DNS entries deployed successfully to AdGuard Home."
\ No newline at end of file