Dockerfile

FROM python:3.11

WORKDIR /app

# Copy requirements first for better caching
COPY requirements.txt /app/

# Install dependencies and upgrade pip
RUN pip install --no-cache-dir --upgrade pip \
    && pip install --no-cache-dir -r requirements.txt

# Copy remaining application code
COPY . /app

# Create necessary directories with correct permissions
RUN mkdir -p /app/back_end/data && chmod -R 777 /app/back_end/data

# Set SQLite permissions and initialize database
RUN python -c "import sqlite3; conn = sqlite3.connect('/app/back_end/data/veludb.db'); \
    conn.execute('CREATE TABLE IF NOT EXISTS chatbot_responses (prompt TEXT, response TEXT)'); conn.close()" \
    && chmod 777 /app/back_end/data/veludb.db

# Install additional dependencies
RUN apt-get update && apt-get install -y tmux

# Ensure the Hugging Face cache is set correctly
ENV HF_HOME="/app/.cache/huggingface"

# Set Python path
ENV PYTHONPATH="/app/"

# Expose ports for FastAPI (8000) and Streamlit (7860)
EXPOSE 8000 7860

# Set correct user permissions
USER root
RUN chown -R 1000:1000 /app/back_end/data
USER 1000

# Start FastAPI and Streamlit correctly
CMD ["sh", "-c", "ls -lah /app/back_end/data && \
    python -c 'import sqlite3; print(sqlite3.connect(\"/app/back_end/data/veludb.db\"))' && \
    tmux new-session -d 'uvicorn back_end.application.main:app --host 0.0.0.0 --port 8000' && \
    sleep 5 && \
    streamlit run front_end/app.py --server.port 7860 --server.address 0.0.0.0"]