diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..7e0d66c
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,26 @@
+# 使用 Python 3.12 官方镜像
+FROM python:3.12-slim
+
+# 设置工作目录
+WORKDIR /app
+
+# 设置环境变量
+ENV PYTHONPATH=/app
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONUNBUFFERED=1
+
+# 安装系统依赖（如果需要连接 PostgreSQL）
+RUN apt-get update && apt-get install -y \
+    gcc \
+    postgresql-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+# 复制 requirements.txt 并安装 Python 依赖
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# 复制项目文件
+COPY . .
+
+# 设置启动命令
+CMD ["python", "main.py"]
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..4eb2286
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,9 @@
+services:
+  factorsimulator:
+    build:
+      context: .
+      dockerfile: Dockerfile
+    container_name: factor-simulator
+    environment:
+      - PYTHONPATH=/app
+    restart: unless-stopped
\ No newline at end of file