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Update: Improve Dockerfile implementation
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FROM python:3.8-slim
WORKDIR /code
# Install system dependencies
RUN apt-get update && apt-get install -y \
build-essential \
python3-dev \
git \
libcairo2-dev \
pkg-config \
&& rm -rf /var/lib/apt/lists/*
# Install PyTorch and torchvision
RUN pip install torch==2.0.0 torchvision==0.15.1 --extra-index-url https://download.pytorch.org/whl/cpu
# Install cairosvg and other dependencies
RUN pip install cairosvg cairocffi cssselect2 defusedxml tinycss2
# Install FastAPI and other dependencies
RUN pip install fastapi uvicorn pydantic pillow numpy requests
# Copy the model files
COPY . /code/
# Set environment variables
ENV PYTHONUNBUFFERED=1
# Run the API server
CMD ["uvicorn", "api:app", "--host", "0.0.0.0", "--port", "8000"]