Dockerfile

# Base image
FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime

# Install system dependencies
RUN apt-get update && apt-get install -y \
    libglib2.0-0 \
    libsm6 \
    llibxrender1 \
    libxext6 \ 
    python3-venv \
    && rm -rf /var/lib/apt/lists/*

# Set the working directory
WORKDIR /app

# Create a virtual environment
RUN python3 -m venv /app/venv

# Activate the virtual environment and install Python dependencies
RUN /app/venv/bin/pip install --upgrade pip \
    && /app/venv/bin/pip install --no-cache-dir -r /app/requirements.txt

# Ensure the virtual environment's Python and Pip are used by default
ENV PATH="/app/venv/bin:$PATH"

# Copy the project files
COPY . /app

# Expose the port (matching your app configuration)
EXPOSE 7860

# Start the FastAPI server
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]