Dockerfile

# Base Image
FROM python:3.10

# Set environment variables
ENV PYTHONUNBUFFERED=1

# Set working directory
WORKDIR /app

# Copy all project files
COPY . /app

# Install dependencies
RUN pip install --upgrade pip && \
    pip install fastapi uvicorn streamlit pandas torch transformers scikit-learn faiss-cpu

# Expose both ports
EXPOSE 7860 8000

# Run FastAPI and Streamlit together
CMD uvicorn app:app --host 0.0.0.0 --port 8000 & \
    streamlit run streamlit_app.py --server.port 7860 --server.address 0.0.0.0