diff --git a/Dockerfile.base b/Dockerfile.base
index 3b31a244..f7a1c091 100644
--- a/Dockerfile.base
+++ b/Dockerfile.base
@@ -45,17 +45,39 @@ RUN pyenv install 3.10.13 && \
pyenv install 3.12.4 && \
pyenv install 3.13.0
-ARG PYTHON_VERSION=3.10.13
-ENV PYTHON_VERSION=${PYTHON_VERSION}
-RUN pyenv global ${PYTHON_VERSION}
+ENV PYTHON_VERSION=3.13.0
-# Create virtual environment
-RUN python -m venv /opt/venv
-ENV PATH="/opt/venv/bin:$PATH"
-ENV VIRTUAL_ENV="/opt/venv"
+# Upgrade pip for each Python version
+RUN for pyver in 3.10.13 3.11.9 3.12.4 3.13.0; do \
+ echo "Upgrading pip for Python $pyver..." && \
+ pyenv shell $pyver && \
+ pip install --upgrade pip setuptools wheel && \
+ ## Python-mode dependency
+ pip install pytoolconfig; \
+ done
-# Upgrade pip in the virtual environment
-RUN pip install --upgrade pip setuptools wheel
-
-# Dependency to load some modules within pyton-mode
-RUN pip install pytoolconfig
\ No newline at end of file
+# Build and install Vim from source with Python support for each Python version
+RUN export PYENV_ROOT="/opt/pyenv" && \
+ export PATH="${PYENV_ROOT}/bin:${PYENV_ROOT}/shims:${PATH}" && \
+ eval "$(pyenv init -)" && \
+ eval "$(pyenv init --path)" && \
+ export PYTHON_CONFIGURE_OPTS="--enable-shared" && \
+ cd /tmp && \
+ git clone https://github.com/vim/vim.git && \
+ cd vim && \
+ # Build Vim for each Python version
+ for pyver in 3.10.13 3.11.9 3.12.4 3.13.0; do \
+ echo "Building Vim for Python $pyver..." && \
+ pyenv global $pyver && \
+ make clean || true && \
+ ./configure --with-features=huge --enable-multibyte --enable-python3interp=yes --with-python3-config-dir=$(python-config --configdir) --enable-perlinterp=yes --enable-luainterp=yes --enable-cscope --prefix=/usr/local --exec-prefix=/usr/local/vim-$pyver && \
+ make && \
+ make install && \
+ mv /usr/local/bin/vim /usr/local/bin/vim-$pyver && \
+ mv /usr/local/bin/vimtutor /usr/local/bin/vimtutor-$pyver || true && \
+ mv /usr/local/bin/xxd /usr/local/bin/xxd-$pyver || true && \
+ echo "Vim for Python $pyver installed as vim-$pyver"; \
+ done && \
+ # Set default Vim to use the current global Python version
+ pyenv global ${PYTHON_VERSION} && \
+ echo "alias vim='vim-${PYTHON_VERSION}'" >> ~/.bashrc
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