diff --git a/.github/release-drafter.yml b/.github/release-drafter.yml
index 9ec432bc7..d13cf203a 100644
--- a/.github/release-drafter.yml
+++ b/.github/release-drafter.yml
@@ -7,8 +7,8 @@ categories:
     labels: enhancement
   - title: 🐞 Bug fixes
     labels: fix
-  - title: ⚠️ Deprecations
-    labels: deprecation
+  # - title: ⚠️ Deprecations
+  #   labels: deprecation
   - title: 🛠️ Other improvements
     labels:
       - documentation
diff --git a/.github/workflows/pr-labeler.yml b/.github/workflows/pr-labeler.yml
new file mode 100644
index 000000000..ec883d05a
--- /dev/null
+++ b/.github/workflows/pr-labeler.yml
@@ -0,0 +1,20 @@
+name: Pull request labeler
+
+on:
+  pull_request_target:
+    types: [opened, edited]
+
+permissions:
+  contents: read
+  pull-requests: write
+
+jobs:
+  main:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Label pull request
+        uses: release-drafter/release-drafter@v5
+        with:
+          disable-releaser: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
new file mode 100644
index 000000000..aa2868659
--- /dev/null
+++ b/.github/workflows/release-drafter.yml
@@ -0,0 +1,22 @@
+name: Update draft releases
+
+on:
+  push:
+    branches:
+      - main
+  workflow_dispatch:
+
+permissions:
+  contents: write
+  pull-requests: read
+
+jobs:
+  main:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Draft DB-GPT release
+        uses: release-drafter/release-drafter@v5
+        with:
+          config-name: release-drafter.yml
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file