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Try another model for accuracy
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FROM python:3.9-slim
# Install system dependencies
RUN apt-get update && apt-get install -y --no-install-recommends \
libgl1 \
libglib2.0-0 \
&& rm -rf /var/lib/apt/lists/*
# Create cache directories and ensure permissions
RUN mkdir -p /tmp/.cache/huggingface && \
mkdir -p /tmp/.cache/nltk && \
chmod -R a+rwx /tmp/.cache
# Set the environment variable for transformers cache directory
ENV TRANSFORMERS_CACHE=/tmp/.cache/huggingface
WORKDIR /app
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
# Download NLTK data to cache
RUN python -c "import nltk; nltk.download('punkt', download_dir='/tmp/.cache/nltk')"
COPY . .
EXPOSE 7860
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860", "--workers", "1"]