updated examples

ScaDS · Dec 8, 2023 · fd1aa64 · fd1aa64
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diff --git a/01_prompts/02-use-cases.ipynb → 01_prompts/02_use_cases.ipynb b/01_prompts/02-use-cases.ipynb → 01_prompts/02_use_cases.ipynb
diff --git a/01_prompts/03_prompt_engineering.ipynb b/01_prompts/03_prompt_engineering.ipynb
@@ -1,5 +1,17 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "5fb1cd17-f320-4f59-a0e7-28fd1acd59c8",
+   "metadata": {},
+   "source": [
+    "# Primpt Engineering\n",
+    "\n",
+    "In this notebook we learn how prompts can be designed to carefully modify the output format. \n",
+    "The more precisely we formulate the desired output, the closer this output will be to our expectation.\n",
+    "The act of making the prompt more precise can be coined \"prompt engineering\"."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 1,
@@ -13,6 +25,14 @@
     "from IPython.display import display, Markdown"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "c5a5737e-44af-4317-a18a-f40710f921b0",
+   "metadata": {},
+   "source": [
+    "We define a helper function and jupyter magic so that we can easily prompt further down in the notebook."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 2,
@@ -35,6 +55,14 @@
     "    display(Markdown(text))"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "cf47989d-d12f-4530-8e88-38c06113cbef",
+   "metadata": {},
+   "source": [
+    "First let's ask for a simple task."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 3,
@@ -84,6 +112,14 @@
     "* Plan to finish writing a month before the deadline to give time to read it and provide feedback."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "9c3f6835-6730-4c31-938f-6665f8b7b0ed",
+   "metadata": {},
+   "source": [
+    "The output is very long and thus, an obvious modification of the output could be to \"keep it short\"."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 4,
@@ -123,6 +159,14 @@
     "* Plan to finish writing a month before the deadline to give time to read it and provide feedback."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "5eb1ffcd-7401-4711-ac64-6ccf60994a37",
+   "metadata": {},
+   "source": [
+    "It is also straightforward to ask for output in different languages."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 5,
@@ -157,6 +201,14 @@
     "* Plan to finish writing a month before the deadline to give time to read it and provide feedback."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "a708b72d-7a73-4055-aabf-44ca8a95442f",
+   "metadata": {},
+   "source": [
+    "\"Also output style specification possible is.\", Yoda said."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 6,
@@ -194,6 +246,14 @@
     "* Plan to finish writing a month before the deadline to give time to read it and provide feedback."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "89b983bd-ba9c-4d12-95e0-9cc7e3e75f78",
+   "metadata": {},
+   "source": [
+    "If technialities are explained by chatGPT, a common prompt is to explain the context as \"I'm a 5 year old.\""
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 8,
@@ -233,10 +293,19 @@
     "* Plan to finish writing a month before the deadline to give time to read it and provide feedback."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "79cc2c19-536a-43a3-9233-23b02d77c0aa",
+   "metadata": {},
+   "source": [
+    "## Exercise\n",
+    "Receive the advice in different languages. Also consider languages such as Klingon."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "77657a00-6cf6-4b25-aedb-8ed33cc595a8",
+   "id": "d79a98bf-56e0-43de-b3e8-d5ab1ca4b883",
    "metadata": {},
    "outputs": [],
    "source": []