diff --git a/docker/Dockerfile b/docker/Dockerfile
index dae6401..e5b1055 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -6,31 +6,32 @@ LABEL org.opencontainers.image.title="Silero TTS API server"
 LABEL org.opencontainers.image.description="This is a simple server that uses Silero models to convert text to audio files over HTTP"
 LABEL org.opencontainers.image.vendor="TwirApp"
 
+# Install all dependencies from requirements.lock
 FROM base as dependencies-installer
 WORKDIR /app
-SHELL ["/bin/bash", "-c"]
-RUN apt-get -y update && apt-get -y install curl && \
+RUN <<EOF
+    apt-get -y update && apt-get -y install curl
     apt-get autoremove && apt-get clean
-# disabling uv is a temporary solution until this is fixed:
-# https://github.com/astral-sh/uv/issues/1497
-# And also until rye updates uv to the latest versions, at the time of writing rye is using version 0.1.0
-RUN curl -sSf https://rye-up.com/get | NO_AUTO_INSTALL=1 RYE_INSTALL_OPTION="--yes" RYE_TOOLCHAIN=/usr/local/bin/python3 bash && \
-    bash -c "source $HOME/.rye/env && rye pin 3.12.2 && rye config --set-bool behavior.use-uv=false"
-ENV PATH=/root/.rye/shims:$PATH
-COPY pyproject.toml ./
-RUN --mount=type=cache,target=/root/.cache rye sync --no-dev
+    curl -LsSf https://astral.sh/uv/install.sh | sh
+    ln -s /root/.cargo/bin/uv /usr/local/bin/uv
+    uv venv
+EOF
+COPY requirements.lock .
+RUN --mount=type=cache,target=/root/.cache uv pip install --no-deps -r requirements.lock
 
+# Install all silero models from the Internet or locally if available in the `models` directory
 FROM base as models-installer
 RUN apt-get -y update && apt-get -y install curl
 COPY models models
 COPY install_models.sh install_models.sh
 RUN chmod -x install_models.sh && bash ./install_models.sh >&2
 
+
 FROM base
 WORKDIR /app
-COPY --from=models-installer /models /app/models
+COPY --from=models-installer /models models
 COPY --from=dependencies-installer /app/.venv .venv
 ENV PATH=/app/.venv/bin:$PATH
-COPY /app ./app
-COPY /tts ./tts
+COPY ./app app
+COPY ./tts tts
 CMD ["litestar", "run", "--host", "0.0.0.0", "--port", "8000"]