diff --git a/Dockerfile b/Dockerfile
index 07b204f8c..c4f41c041 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,17 +1,28 @@
 FROM python:3.12-slim
+
 WORKDIR /app
+
 ENV DEBIAN_FRONTEND=noninteractive \
     PIP_NO_CACHE_DIR=on
-RUN --mount=type=cache,target=/var/cache/apt \
-    apt-get update && \
-    apt-get install git -y && \
+
+# 安装必要的软件包
+RUN apt-get update && \
+    apt-get install -y git && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*
 
-COPY requirements.txt requirements.txt
-RUN pip install torch==2.3.1 torchvision==0.18.1 torchaudio --extra-index-url https://download.pytorch.org/whl/cu124 \
-    && pip install -r requirements.txt
+# 克隆自定义节点
+RUN git clone https://github.com/ltdrdata/ComfyUI-Manager.git /app/custom_nodes/ComfyUI-Manager
 
+# 安装依赖
+COPY requirements.txt requirements.txt
+RUN pip install torch==2.3.1 torchvision==0.18.1 torchaudio --extra-index-url https://download.pytorch.org/whl/cu124
+
+# 寻找所有目录下的requirements.txt文件并安装
+RUN find . -name requirements.txt -exec pip install -r {} \;
+
+# 拷贝当前目录下的所有文件到工作目录
 COPY . .
 
-CMD ["python3", "main.py"]
\ No newline at end of file
+# 执行主程序
+CMD ["python3", "main.py"]