diff --git a/Dockerfile b/Dockerfile
index cbdd5e8..50d32ed 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,35 +1,28 @@
-FROM pytorch/pytorch:2.1.2-cuda12.1-cudnn8-runtime
+FROM pytorch/pytorch:2.8.0-cuda12.6-cudnn9-runtime
 ARG DEBIAN_FRONTEND=noninteractive
 
 ENV CUDA_HOME=/usr/local/cuda \
-     TORCH_CUDA_ARCH_LIST="6.0 6.1 7.0 7.5 8.0 8.6+PTX" \
-     SETUPTOOLS_USE_DISTUTILS=stdlib
+     TORCH_CUDA_ARCH_LIST="6.0 6.1 7.0 7.5 8.0 8.6+PTX"
 
-RUN conda update conda -y
+# RUN conda update conda -y
 
-# Install libraries in the brand new image. 
-RUN apt-get -y update && apt-get install -y --no-install-recommends \
-         wget \
-         build-essential \
-         git \
-         python3-opencv \
-         ca-certificates && \
-    rm -rf /var/lib/apt/lists/*
+RUN apt -y update && apt install tesseract-ocr -y
+RUN apt-get -y update && apt-get install libgl1 poppler-utils -y --no-install-recommends
 
 # Set the working directory for all the subsequent Dockerfile instructions.
-WORKDIR /opt/program
-
-RUN git clone https://github.com/IDEA-Research/GroundingDINO.git
+WORKDIR /app
 
 RUN mkdir weights ; cd weights ; wget -q https://github.com/IDEA-Research/GroundingDINO/releases/download/v0.1.0-alpha/groundingdino_swint_ogc.pth ; cd ..
 
-RUN conda install -c "nvidia/label/cuda-12.1.1" cuda -y
-ENV CUDA_HOME=$CONDA_PREFIX
+COPY app.py /app/
+COPY pdf_converter.py /app/
+COPY uv.lock /app/
+COPY setup.py /app/
+ADD groundingdino/ /app/groundingdino/
+COPY pyproject.toml /app/
 
-ENV PATH=/usr/local/cuda/bin:$PATH
+# RUN cd GroundingDINO/ && python -m pip install .
+RUN pip install --no-cache-dir uv && uv sync --no-cache
+RUN /app/.venv/bin/python -m pip install -e .
 
-RUN cd GroundingDINO/ && python -m pip install .
-
-COPY docker_test.py docker_test.py
-
-CMD [ "python", "docker_test.py" ]
\ No newline at end of file
+CMD [ "/app/.venv/bin/python", "app.py" ]
diff --git a/setup.py b/setup.py
index 72c0719..71b0b63 100644
--- a/setup.py
+++ b/setup.py
@@ -38,7 +38,7 @@ def install_torch():
 # Call the function to ensure torch is installed
 # install_torch()
 sys.path.insert(
-    0, "/home/nguyendc/cuong-dev/GroundingDINO/.venv/lib/python3.13/site-packages"
+    0, f"{__file__}/.venv/lib/python3.13/site-packages"
 )
 
 import torch