diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 70e5e243..5ffddc47 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -1,11 +1,6 @@
 name: MoviePilot Builder v2
 on:
   workflow_dispatch:
-  push:
-    branches:
-      - v2
-    paths:
-      - 'version.py'
 
 jobs:
   Docker-build:
@@ -27,8 +22,7 @@ jobs:
         with:
           images: ${{ secrets.DOCKER_USERNAME }}/moviepilot-v2
           tags: |
-            type=raw,value=${{ env.app_version }}
-            type=raw,value=latest
+            type=raw,value=beta
 
       - name: Set Up QEMU
         uses: docker/setup-qemu-action@v3
@@ -53,23 +47,5 @@ jobs:
           push: true
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
-          cache-from: type=gha, scope=${{ github.workflow }}-docker
-          cache-to: type=gha, scope=${{ github.workflow }}-docker
-
-      - name: Delete Release
-        uses: dev-drprasad/delete-tag-and-release@v1.1
-        with:
-          tag_name: ${{ env.app_version }}
-          delete_release: true
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Generate Release
-        uses: softprops/action-gh-release@v2
-        with:
-          tag_name: v${{ env.app_version }}
-          name: v${{ env.app_version }}
-          draft: false
-          prerelease: false
-          make_latest: false
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          cache-from: type=gha, scope=${{ github.workflow }}-docker-beta
+          cache-to: type=gha, scope=${{ github.workflow }}-docker-beta
diff --git a/Dockerfile b/Dockerfile
index caaad0d5..a19fddff 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.11.4-slim-bookworm
+FROM python:3.12.8-slim-bookworm
 ENV LANG="C.UTF-8" \
     TZ="Asia/Shanghai" \
     HOME="/moviepilot" \
diff --git a/docs/development-setup.md b/docs/development-setup.md
index bb441bec..31e8b1d7 100644
--- a/docs/development-setup.md
+++ b/docs/development-setup.md
@@ -6,7 +6,7 @@
 
 在开始之前，请确保您的系统已安装以下软件：
 
-- **Python 3.11 或更高版本**
+- **Python 3.12 或更高版本**
 - **pip** (Python 包管理器)
 - **Git** (用于版本控制)
 
diff --git a/requirements.in b/requirements.in
index 2349ee5f..715e6741 100644
--- a/requirements.in
+++ b/requirements.in
@@ -23,8 +23,8 @@ APScheduler~=3.10.1
 cryptography~=43.0.0
 pytz~=2023.3
 pycryptodome~=3.20.0
-qbittorrent-api==2024.11.69
-plexapi~=4.15.16
+qbittorrent-api==2024.11.70
+plexapi~=4.16.0
 transmission-rpc~=4.3.0
 Jinja2~=3.1.4
 pyparsing~=3.0.9
@@ -50,7 +50,7 @@ cacheout~=0.14.1
 click~=8.1.6
 requests-cache~=0.5.2
 parse~=1.19.0
-docker~=6.1.3
+docker~=7.1.0
 pywin32==306; platform_system == "Windows"
 cachetools~=5.3.1
 fast-bencode~=1.1.3