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FROM python:3.10-slim
WORKDIR /app
# 1. Install essential system dependencies
RUN apt-get update && apt-get install -y \
gcc \
python3-dev \
libgomp1 \
libopenblas-dev \
&& rm -rf /var/lib/apt/lists/*
# 2. First install only absolutely critical packages
RUN pip install --upgrade pip && \
pip install --no-cache-dir \
spacy==3.7.4 \
nltk==3.8.1 \
python-dotenv==1.0.0
# 3. Download NLP models (done before other installs to prevent conflicts)
RUN python -m spacy download en_core_web_sm && \
python -m nltk.downloader punkt wordnet
# 4. Install PyTorch CPU version explicitly
RUN pip install --no-cache-dir \
torch==2.3.1 --index-url https://download.pytorch.org/whl/cpu
# 5. Install remaining requirements in one go to minimize layers
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
# 6. Copy application files
COPY . .
# 7. Environment configuration
ENV STREAMLIT_SERVER_PORT=7860
EXPOSE 7860
CMD ["streamlit", "run", "src/streamlit_app.py", "--server.port=7860", "--server.address=0.0.0.0"] |