Update Dockerfile

Dockerfile

@@ -1,13 +1,36 @@
-FROM python:3.9
+# Use the NVIDIA CUDA image as the base
+FROM nvidia/cuda:12.1.1-cudnn8-runtime-ubuntu20.04
 
+# Set up a new user named "user" with user ID 1000
 RUN useradd -m -u 1000 user
+
+# Switch to the "user" user
 USER user
-ENV PATH="/home/user/.local/bin:$PATH"
 
+# Set home to the user's home directory
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+# Set the working directory to the user's home directory
 WORKDIR /app
 
+# Install Python and pip
+RUN apt-get update && apt-get install -y python3 python3-pip
+
+# Install CMake and other build dependencies
+RUN apt-get install -y cmake build-essential
+
+# Install llama-cpp-python with CUDA support
+ENV FORCE_CMAKE=1
+ENV CMAKE_ARGS="-DLLAMA_CUBLAS=on"
+RUN pip install llama-cpp-python --no-cache-dir
+
+# Copy the current directory contents into the container at /app
 COPY --chown=user ./requirements.txt requirements.txt
 RUN pip install --no-cache-dir --upgrade -r requirements.txt
 
+# Copy the rest of the application code
 COPY --chown=user . /app
-CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
+
+# Run the application
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]