From b9ed765e145f1faffd8ecf107e4eb7e4398f6238 Mon Sep 17 00:00:00 2001
From: the-laughing-monkey
 <18448543+the-laughing-monkey@users.noreply.github.com>
Date: Tue, 18 Jun 2024 14:46:34 +0200
Subject: [PATCH] Update demo.ipynb

---
 examples/drawing/demo.ipynb | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/examples/drawing/demo.ipynb b/examples/drawing/demo.ipynb
index df13117..8f559e1 100644
--- a/examples/drawing/demo.ipynb
+++ b/examples/drawing/demo.ipynb
@@ -11,7 +11,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "This tutorial shows you the basic capabilities of AgentDesk: running a VM, opening a browser, using the mouse inside the VM and making screenshots. We also show how to execute Desktop actions by passing JSON descriptions of operations to it."
+    "This tutorial shows you the basic capabilities of AgentDesk: running a VM, opening a browser, using the mouse inside the VM and taking screenshots. We also show how to execute Desktop actions by passing JSON descriptions of operations to it."
    ]
   },
   {
@@ -20,7 +20,7 @@
    "source": [
     "Prerequisites:\n",
     "\n",
-    "* [qemu](https://www.qemu.org/)\n",
+    "* [QEMU](https://www.qemu.org/)\n",
     "* [Docker Desktop](https://www.docker.com/products/docker-desktop)\n",
     "* `pip install agentdesk`"
    ]
@@ -38,7 +38,7 @@
    "source": [
     "Let's start from running a VM. When you execute this cell, the following should happen:\n",
     "\n",
-    "* The docker image with an `Agentd` daemon will be downloaded.\n",
+    "* The docker image with an `agentd` daemon will be downloaded.\n",
     "* The virtual machine will be started via `qemu`.\n",
     "* A docker container with UI will be started via `Docker Desktop`.\n",
     "* Your default browser will open the UI with a stream from the VM.\n",
@@ -50,7 +50,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "*Warning*: all operations with desktop are asynchronous and take some time, depending on your local machine performance. If you run this notebook without pauses, you'll likely not see the intended results. Please run cell one by one and observe the changes in the VM browser."
+    "*Warning*: all operations with desktop are asynchronous and take some time, depending on your local machine performance. If you run this notebook without pauses, you'll likely not see the intended results. Please run each cell one by one and observe the changes in the VM browser."
    ]
   },
   {