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# Use official Python 3.12 slim image
FROM python:3.12-slim
# Set environment variables
ENV PYTHONUNBUFFERED=1
ENV PYTHONDONTWRITEBYTECODE=1
# Set work directory
WORKDIR /app
# Install system dependencies in a single layer
RUN apt-get update && apt-get install -y \
curl \
build-essential \
tesseract-ocr \
libtesseract-dev \
poppler-utils \
libgl1-mesa-glx \
libglib2.0-0 \
libsm6 \
libxext6 \
libxrender-dev \
libgomp1 \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*
# Copy requirements file (if it exists)
COPY requirements.txt* /app/
# Install Python dependencies using pip
RUN pip install --no-cache-dir --upgrade pip
# Install dependencies from requirements.txt if it exists, otherwise install manually
RUN if [ -f "requirements.txt" ]; then \
pip install --no-cache-dir -r requirements.txt; \
else \
pip install --no-cache-dir \
streamlit>=1.28.0 \
pandas>=2.0.0 \
numpy>=1.24.0 \
PyMuPDF>=1.23.0 \
PyPDF2>=3.0.0 \
doctr>=2.4.0 \
pdf2image>=1.16.0 \
spacy>=3.7.0 \
torch>=2.0.0 \
fuzzywuzzy>=0.18.0 \
python-Levenshtein>=0.21.0 \
openai>=1.0.0 \
huggingface-hub>=0.19.0 \
pydantic>=2.0.0 \
pydantic-settings>=2.0.0 \
python-dateutil>=2.8.0 \
python-dotenv>=1.0.0; \
fi
# Install PyTorch with CPU support
RUN pip3 install torch torchvision torchaudio
# Install spaCy models
RUN python -m spacy download en_core_web_sm
# Create temp directory for file processing
RUN mkdir -p /app/temp && chmod 777 /app/temp
# Copy the source code
COPY src/ /app/src/
COPY main.py /app/
# Expose the port Streamlit will run on
EXPOSE 8501
# Set environment variables for Streamlit
ENV STREAMLIT_SERVER_PORT=8501
ENV STREAMLIT_SERVER_ADDRESS=0.0.0.0
ENV STREAMLIT_SERVER_HEADLESS=true
ENV STREAMLIT_SERVER_ENABLE_CORS=false
ENV STREAMLIT_SERVER_ENABLE_XSRF_PROTECTION=false
# Run the Streamlit application
CMD ["streamlit", "run", "main.py", "--server.port=8501", "--server.address=0.0.0.0"] |