diff --git a/.vscode/settings.json b/.vscode/settings.json
index cf90b58..36daaea 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -5,8 +5,10 @@
         "docstrings",
         "dotenv",
         "fastapi",
+        "ffprobe",
         "httpx",
         "isort",
+        "jrottenberg",
         "pycodestyle",
         "pydocstyle",
         "pyproject",
diff --git a/Dockerfile b/Dockerfile
index 7c950a0..364a757 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,11 @@
 # syntax=docker/dockerfile:1
 # check=error=true;experimental=all
 
-FROM --platform=$BUILDPLATFORM ghcr.io/jrottenberg/ffmpeg:7.1-scratch
+FROM --platform=$BUILDPLATFORM ghcr.io/jrottenberg/ffmpeg:7.1-scratch AS ffmpeg
+FROM --platform=$BUILDPLATFORM python:3.13-slim-bookworm AS base
+COPY --from=ffmpeg /bin/ffmpeg /bin/ffprobe /usr/local/bin/
+COPY --from=ffmpeg /lib /lib
+COPY --from=ffmpeg /share /share
 COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
 
 ENV PYTHONUNBUFFERED=1
@@ -10,7 +14,7 @@ ENV UV_COMPILE_BYTECODE=1
 ENV UV_LINK_MODE=copy
 ENV UV_NO_CACHE=1
 
-RUN apk add --no-cache shadow python3 && useradd --create-home botuser && mkdir /Uploads && chown botuser:botuser /Uploads
+RUN useradd --create-home botuser && mkdir /Uploads && chown botuser:botuser /Uploads
 USER botuser
 
 WORKDIR /app