FROM python:3.9-slim WORKDIR /app # Install system dependencies RUN apt-get update && apt-get install -y \ build-essential \ curl \ software-properties-common \ git \ && rm -rf /var/lib/apt/lists/* # Copy requirements first to leverage Docker cache COPY requirements.txt . # Install Python dependencies RUN pip3 install -r requirements.txt # Download NLTK data RUN python3 -c "import nltk; nltk.download('stopwords'); nltk.download('wordnet'); nltk.download('omw-1.4')" # Copy the application COPY . . # Create necessary directories RUN mkdir -p models artifacts # Expose port EXPOSE 7860 # Health check HEALTHCHECK CMD curl --fail http://localhost:7860/_stcore/health # Run the application ENTRYPOINT ["streamlit", "run", "app.py", "--server.port=7860", "--server.address=0.0.0.0"]