diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..d174557
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,155 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# Uploads folder
+uploads/
+
+# Tests folder
+tests/
+
+# GitHub Actions
+.github/
+
+# Visual Studio Code
+.vscode/
+
+# Renovate
+# https://github.com/marketplace/renovate
+renovate.json
+
+# Other files not needed in the Docker image
+.git/
+README.md
+pyproject.toml
+poetry.lock
+LICENSE
+docker-compose.yml
+Dockerfile
+.gitignore
diff --git a/Dockerfile b/Dockerfile
index 766642c..2a85c02 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,52 +1,71 @@
-FROM python:3.10-slim
+# We have two stages, one for making the virtual environment and
+# installing the dependencies and another for running the uvicorn server.
+# We use an virtual environment so we seperate the dependencies from the
+# system-level dependencies.
+FROM python:3.10-slim AS build-image
 
-# We don't want apt-get to interact with us and we want the default answers to be used for all questions.
-ARG DEBIAN_FRONTEND=noninteractive
+# Create virtual environment in /opt/venv, we will use this in the other
+# stage.
+RUN python -m venv /opt/venv
+
+# Make sure we use the virtualenv.
+ENV PATH="/opt/venv/bin:$PATH"
+
+# Copy requirements.txt to the container, it was generated with
+# 'poetry export -f requirements.txt --without-hashes'
+# Note that if we pipe the output of the commmand to requirements.txt in
+# Windows, it will be UTF-16 LE encoded.
+COPY requirements.txt .
+
+# Install the requirements.
+RUN pip install -r requirements.txt
+
+# This is the stage where we will run the uvicorn server.
+FROM python:3.10-slim AS run-image
+
+# Copy the virtual environment to the run-image.
+COPY --from=build-image /opt/venv /opt/venv
+
+# Install ffmpeg, it is needed for finding the video resolution and
+# making the video thumbnail.
+RUN apt-get update
+RUN apt-get install -y --no-install-recommends ffmpeg
+
+# Create user so we don't run as root and make the needed directories
+# Logs are stored in /var/log/discord-embed and uploaded files,
+# thumbnails, and HTML are stored in /Uploads.
+RUN useradd --create-home botuser && \
+install --verbose --directory --mode=0755 --owner=botuser --group=botuser /var/log/discord-embed/ /Uploads
+
+# Persist the uploaded files and files we have created.
+VOLUME ["/Uploads"]
+
+# Change to the user we created so we don't run as root.
+USER botuser
+
+# Change directory to where we will run the bot.
+WORKDIR /home/botuser/discord-embed
+
+# Add main.py and settings.py to the container.
+ADD --chown=botuser:botuser . /home/botuser/discord-embed/
+
+# Uvicorn runs on port 5000, we can't use any ports below 1024 due to
+# not being root.
+EXPOSE 5000
+
+# Make sure we use the virtualenv.
+ENV PATH="/opt/venv/bin:$PATH"
 
 # Don't generate byte code (.pyc-files).
 # These are only needed if we run the python-files several times.
 # Docker doesn't keep the data between runs so this adds nothing.
 ENV PYTHONDONTWRITEBYTECODE 1
 
-# Force the stdout and stderr streams to be unbuffered.
-# Will allow log messages to be immediately dumped instead of being buffered.
-# This is useful when the bot crashes before writing messages stuck in the buffer.
+# Force the stdout and stderr streams to be unbuffered. This means that
+# the output will be printed immediately instead of being buffered. If
+# the Python application crashes, the output could be lost.
 ENV PYTHONUNBUFFERED 1
 
-# Update packages and install needed packages to build our requirements.
-RUN apt-get update && apt-get install -y --no-install-recommends curl ffmpeg python-is-python3
-
-# Create user so we don't run as root.
-RUN useradd --create-home botuser
-
-# Make log directory
-RUN \
-mkdir -p /var/log/discord-embed/ && chown -R botuser:botuser /var/log/discord-embed/ && \
-mkdir /Uploads && chown -R botuser:botuser /Uploads
-
-VOLUME ["/Uploads"]
-
-# Change to the user we created.
-USER botuser
-
-# Install poetry.
-RUN curl -sSL https://install.python-poetry.org | python -
-
-# Add poetry to our path.
-ENV PATH="/home/botuser/.local/bin/:${PATH}"
-
-# Copy files from our repository to the container.
-ADD --chown=botuser:botuser pyproject.toml poetry.lock README.md LICENSE /home/botuser/discord-embed/
-
-# Change directory to where we will run the bot.
-WORKDIR /home/botuser/discord-embed
-
-# Install the requirements.
-RUN poetry install --no-interaction --no-ansi --no-dev
-
-# Add main.py and settings.py to the container.
-ADD --chown=botuser:botuser discord_embed /home/botuser/discord-embed/discord_embed/
-
-EXPOSE 5000
-
-CMD ["poetry", "run", "uvicorn", "discord_embed.main:app", "--host", "0.0.0.0", "--port", "5000"]
+# Run the server on all interfaces and on port 5000.
+# You should run a reverse proxy like nginx infront of this.
+CMD ["uvicorn", "discord_embed.main:app", "--host", "0.0.0.0", "--port", "5000"]
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..1f61fd4
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,29 @@
+anyio==3.5.0; python_version >= "3.7" and python_full_version >= "3.6.2"
+asgiref==3.5.0; python_version >= "3.7"
+certifi==2021.10.8; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0"
+charset-normalizer==2.0.12; python_full_version >= "3.6.0" and python_version >= "3"
+click==8.1.2; python_version >= "3.7"
+colorama==0.4.4; python_version >= "3.7" and python_full_version < "3.0.0" and sys_platform == "win32" and platform_system == "Windows" or sys_platform == "win32" and python_version >= "3.7" and python_full_version >= "3.5.0" and platform_system == "Windows"
+discord-webhook==0.15.0
+fastapi==0.75.2; python_full_version >= "3.6.1"
+ffmpeg-python==0.2.0
+future==0.18.2; python_version >= "2.6" and python_full_version < "3.0.0" or python_full_version >= "3.3.0"
+h11==0.13.0; python_version >= "3.7"
+httptools==0.4.0; python_version >= "3.7" and python_full_version >= "3.5.0"
+idna==3.3; python_full_version >= "3.6.2" and python_version >= "3.7"
+jinja2==3.1.1; python_version >= "3.7"
+markupsafe==2.1.1; python_version >= "3.7"
+pydantic==1.9.0; python_full_version >= "3.6.1"
+python-dotenv==0.20.0; python_version >= "3.5"
+python-multipart==0.0.5
+pyyaml==6.0; python_version >= "3.7"
+requests==2.27.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0"
+six==1.16.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.3.0"
+sniffio==1.2.0; python_version >= "3.7" and python_full_version >= "3.6.2"
+starlette==0.17.1; python_version >= "3.6" and python_full_version >= "3.6.1"
+typing-extensions==4.2.0; python_version >= "3.7" and python_full_version >= "3.6.1"
+urllib3==1.26.9; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version < "4"
+uvicorn==0.17.6; python_version >= "3.7"
+uvloop==0.16.0; sys_platform != "win32" and sys_platform != "cygwin" and platform_python_implementation != "PyPy" and python_version >= "3.7"
+watchgod==0.8.2; python_version >= "3.7"
+websockets==10.3; python_version >= "3.7"
\ No newline at end of file