diff --git a/.dockerignore b/.dockerignore
index 727c28c..a23d523 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -11,6 +11,6 @@ Dockerfile
 .github
 .vscode
 docs
-!docs/hello_world.py
 scripts
 tests
+mkdocs.yaml
diff --git a/Dockerfile b/Dockerfile
index 0c261e8..7231620 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,36 +1,46 @@
+# syntax=docker/dockerfile:1.4
 FROM python:3.10.4-slim-bullseye
 
-LABEL org.opencontainers.image.title="GreatAI package wrapper container"
+LABEL org.opencontainers.image.title="GreatAI package wrapper image"
 LABEL org.opencontainers.image.vendor="ScoutinScience B.V."
 LABEL org.opencontainers.image.authors="andras@schmelczer.dev"
 LABEL org.opencontainers.image.source="https://github.com/schmelczer/great-ai"
 
+SHELL ["/bin/bash", "-c"]
+
 ENV ENVIRONMENT=production
-EXPOSE 6060
 
 # curl is needed for the healthcheck
 # build-essentials are needed for building packages
 RUN DEBIAN_FRONTEND=noninteractive apt update &&\
-    apt install curl build-essential -y &&\
-    rm -rf /var/lib/apt/lists/*
+	apt install curl build-essential -y &&\
+	rm -rf /var/lib/apt/lists/*
 
 WORKDIR /dependencies
 COPY . great_ai
 RUN python3 -m pip --no-cache-dir install --upgrade pip &&\
-    pip install --no-cache-dir ./great_ai &&\
-    rm -rf great_ai
+	pip install --no-cache-dir ./great_ai &&\
+	rm -rf great_ai
 
 HEALTHCHECK \
-    --interval=10s \
-    --timeout=60s  \
-    --start-period=30s \
-    --retries=5 \
-    CMD [ "curl", "--fail", "http://localhost:6060/health" ]
+	--interval=10s \
+	--timeout=60s  \
+	--start-period=30s \
+	--retries=5 \
+	CMD [ "curl", "--fail", "http://localhost:6060/health" ]
 
 WORKDIR /app
-VOLUME /app
+COPY <<EOF hello_world.py
+from great_ai import GreatAI
+\
+@GreatAI.create
+def hello_world(name: str) -> str:
+	"""Learn more about GreatAI at https://great-ai.scoutinscience.com"""
+	return f"Hello {name}!"
+EOF
 
-COPY docs/hello_world.py .
+EXPOSE 6060
+VOLUME /app
 
 ENTRYPOINT ["/usr/local/bin/python3", "-m", "great_ai"]
 CMD ["hello_world.py"]
diff --git a/docs/hello_world.ipynb b/docs/hello_world.ipynb
deleted file mode 100644
index d3fe2c0..0000000
--- a/docs/hello_world.ipynb
+++ /dev/null
@@ -1,87 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\u001b[38;5;226m2022-07-08 10:26:12,806 |  WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n",
-      "\u001b[38;5;226m2022-07-08 10:26:12,807 |  WARNING | Cannot find credentials files, defaulting to using ParallelTinyDbDriver\u001b[0m\n",
-      "\u001b[38;5;226m2022-07-08 10:26:12,807 |  WARNING | The selected tracing database (ParallelTinyDbDriver) is not recommended for production\u001b[0m\n",
-      "\u001b[38;5;226m2022-07-08 10:26:12,808 |  WARNING | Cannot find credentials files, defaulting to using LargeFileLocal\u001b[0m\n",
-      "\u001b[38;5;39m2022-07-08 10:26:12,808 |     INFO | Settings: configured ✅\u001b[0m\n",
-      "\u001b[38;5;39m2022-07-08 10:26:12,809 |     INFO |   🔩 tracing_database: ParallelTinyDbDriver\u001b[0m\n",
-      "\u001b[38;5;39m2022-07-08 10:26:12,809 |     INFO |   🔩 large_file_implementation: LargeFileLocal\u001b[0m\n",
-      "\u001b[38;5;39m2022-07-08 10:26:12,811 |     INFO |   🔩 is_production: False\u001b[0m\n",
-      "\u001b[38;5;39m2022-07-08 10:26:12,811 |     INFO |   🔩 should_log_exception_stack: True\u001b[0m\n",
-      "\u001b[38;5;39m2022-07-08 10:26:12,812 |     INFO |   🔩 prediction_cache_size: 512\u001b[0m\n",
-      "\u001b[38;5;39m2022-07-08 10:26:12,813 |     INFO |   🔩 dashboard_table_size: 20\u001b[0m\n",
-      "\u001b[38;5;226m2022-07-08 10:26:12,813 |  WARNING | You still need to check whether you follow all best practices before trusting your deployment.\u001b[0m\n",
-      "\u001b[38;5;226m2022-07-08 10:26:12,814 |  WARNING | > Find out more at https://se-ml.github.io/practices/\u001b[0m\n"
-     ]
-    }
-   ],
-   "source": [
-    "from great_ai import GreatAI\n",
-    "from asyncio import sleep\n",
-    "\n",
-    "\n",
-    "@GreatAI.create\n",
-    "async def hello_world(name: str) -> str:\n",
-    "    await sleep(1)\n",
-    "    return f\"Hello {name}!\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "Trace(trace_id='27c5e581-ad6e-4d50-bb77-862dfb7963fb', created='2022-07-08T08:26:12.911975', original_execution_time_ms=1.933, logged_values={'arg:name:value': 'hi', 'arg:name:length': 2}, models=[], exception=None, output='Hello hi!', feedback=None, tags=['hello_world', 'online', 'development'])"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "await hello_world('hi')"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3.10.4 ('.env': venv)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.10.4"
-  },
-  "orig_nbformat": 4,
-  "vscode": {
-   "interpreter": {
-    "hash": "02dd6d3afbfa9fbbe1037d64ad9014965528a1ccad21929d6e72f466389a68ad"
-   }
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/docs/hello_world.py b/docs/hello_world.py
deleted file mode 100644
index e9b9960..0000000
--- a/docs/hello_world.py
+++ /dev/null
@@ -1,8 +0,0 @@
-from great_ai import GreatAI
-
-
-@GreatAI.create
-def hello_world(name: str) -> str:
-    """Learn more about GreatAI at https://github.com/schmelczer/great-ai"""
-    
-    return f"Hello {name}!"