diff --git a/.gitea/workflows/Multi-main.yaml b/.gitea/workflows/Multi-main.yaml
index 82f0993..013b3b6 100644
--- a/.gitea/workflows/Multi-main.yaml
+++ b/.gitea/workflows/Multi-main.yaml
@@ -1,4 +1,4 @@
-name: build-docker-images-for-latest-release-github-ver
+name: build-docker-images-for-multi-latest-release
 
 on:
   push:
@@ -76,13 +76,14 @@ jobs:
           echo "DOCKER_CLIENT_TIMEOUT=300" >> $GITHUB_ENV
           echo "DOCKER_BUILD_TIMEOUT=300" >> $GITHUB_ENV
 
-      # Build and push the Docker image for all platforms
+      # Build and push the Docker image for all platforms (including multi-architecture support)
       - name: Build and Push Multi-Platform Docker Image
         uses: http://fly6516.synology.me:4000/docker/build-push-action@v4
         with:
           push: true
           tags: fly6516.synology.me:8080/multilang:latest
           context: .
+          file: ./Dockerfile  # Ensure this points to the correct Dockerfile location
           platforms: linux/amd64,linux/arm64,linux/arm/v7
 
       # Optional: Verify the pushed image
diff --git a/Dockerfile b/Dockerfile
index e9318bd..617e740 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -9,6 +9,11 @@ FROM fly6516.synology.me:8080/ubuntu:20.04
 # 设置环境变量
 ENV DEBIAN_FRONTEND=noninteractive
 
+# 安装 QEMU 模拟器，支持多架构构建
+RUN apt-get update && apt-get install -y \
+    qemu-user-static \
+    && rm -rf /var/lib/apt/lists/*
+
 # 使用南京大学的 apt 源
 # RUN sed -i 's/archive.ubuntu.com/mirrors.nju.edu.cn/g' /etc/apt/sources.list