diff --git a/beancount-2.3.4-cp310-cp310-linux_x86_64.whl b/beancount-2.3.4-cp310-cp310-linux_x86_64.whl
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diff --git a/beancount-2.3.4-cp38-cp38-linux_x86_64.whl b/beancount-2.3.4-cp38-cp38-linux_x86_64.whl
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diff --git a/dockerfile b/dockerfile
index b70b913..4f69771 100644
--- a/dockerfile
+++ b/dockerfile
@@ -7,12 +7,18 @@ ENV GO111MODULE=on \
     PORT=80
 
 WORKDIR /builder
+
 COPY . .
 COPY public/icons ./public/default_icons
 RUN go build .
 
-FROM python:latest
-RUN pip3 install beancount -i https://pypi.tuna.tsinghua.edu.cn/simple
+FROM python:3.10.2
+RUN python3 -m pip install -U pip setuptools wheel -i https://pypi.tuna.tsinghua.edu.cn/simple
+
+COPY ./beancount-2.3.4-cp310-cp310-linux_x86_64.whl /tmp
+COPY ./fava-1.18-py3-none-any.whl /tmp
+
+RUN pip3 install /tmp/beancount-2.3.4-cp310-cp310-linux_x86_64.whl /tmp/fava-1.18-py3-none-any.whl -i https://pypi.tuna.tsinghua.edu.cn/simple
 
 WORKDIR /app
 COPY --from=builder ./builder/public ./public
diff --git a/fava-1.18-py3-none-any.whl b/fava-1.18-py3-none-any.whl
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