Dockerfile

FROM python:3.10-slim

# Set working directory
WORKDIR /app

# Copy all project files
COPY . .

# Install Python dependencies system-wide
RUN pip install --upgrade pip && pip install -r requirement.txt

# Create ChromaDB persistence directory
RUN mkdir -p /app/data_ingetion/chroma_storage

# Expose FastAPI and Streamlit ports
EXPOSE 8000
EXPOSE 8501

# Run FastAPI then Streamlit
CMD uvicorn main_api:app --host 0.0.0.0 --port 8000 & \
    streamlit run streamlit_app/app.py --server.port 8501