science-fiction-book-list-maker.ipynb

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    "# Science fiction book list maker\n",
    "\n",
    "This makes a list of science fiction books and stops when it reaches #10.\n",
    "\n",
    "## Settings\n",
    "\n",
    "| Setting | Value |\n",
    "| --- | --- |\n",
    "| Model | gpt-35-turbo-instruct |\n",
    "| Max tokens | 200 |\n",
    "| Temperature | 0.5 | \n",
    "| Top p | 1 | \n",
    "| Frequency penalty | 0.52 |\n",
    "| Presence penalty | 0.5 |\n",
    "\n",
    "## Prompt\n",
    "\n",
    "```text\n",
    "List 10 science fiction books:\n",
    "```"
   ]
  },
  {
   "attachments": {},
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   "metadata": {},
   "source": [
    "## Install Azure OpenAI Service .NET SDK\n",
    "\n",
    "[Azure.AI.OpenAI NuGet package](https://www.nuget.org/packages/Azure.AI.OpenAI/)"
   ]
  },
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     "data": {
      "text/html": [
       "<div><div></div><div></div><div><strong>Installed Packages</strong><ul><li><span>Azure.AI.OpenAI, 1.0.0-beta.15</span></li></ul></div></div>"
      ]
     },
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   ],
   "source": [
    "#r \"nuget: Azure.AI.OpenAI, 1.0.0-beta.15\""
   ]
  },
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   "cell_type": "code",
   "execution_count": 2,
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   "source": [
    "using System;\n",
    "using Azure.AI.OpenAI;"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configure Azure OpenAI client"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "dotnet_interactive": {
     "language": "csharp"
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   "source": [
    "var AOAI_ENDPOINT = Environment.GetEnvironmentVariable(\"AOAI_ENDPOINT\");\n",
    "var AOAI_KEY = Environment.GetEnvironmentVariable(\"AOAI_KEY\");\n",
    "var AOAI_DEPLOYMENTID = Environment.GetEnvironmentVariable(\"AOAI_DEPLOYMENTID\");"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
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     "language": "csharp"
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   "outputs": [],
   "source": [
    "var endpoint = new Uri(AOAI_ENDPOINT);\n",
    "var credentials = new Azure.AzureKeyCredential(AOAI_KEY);\n",
    "var openAIClient = new OpenAIClient(endpoint, credentials);"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Define prompt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
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   "source": [
    "var prompt = \n",
    "    \"\"\"\n",
    "    List 10 science fiction books:\n",
    "    \"\"\";"
   ]
  },
  {
   "attachments": {},
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   "metadata": {},
   "source": [
    "## Configure completion options"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
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    "dotnet_interactive": {
     "language": "csharp"
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   "outputs": [],
   "source": [
    "var completionOptions = new CompletionsOptions\n",
    "{\n",
    "    DeploymentName=AOAI_DEPLOYMENTID,\n",
    "    Prompts={prompt},\n",
    "    MaxTokens=200,\n",
    "    Temperature=0.5f,\n",
    "    FrequencyPenalty=0.52f,\n",
    "    PresencePenalty=0.5f,\n",
    "    NucleusSamplingFactor=1 // Top P\n",
    "};"
   ]
  },
  {
   "attachments": {},
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   "metadata": {},
   "source": [
    "## Generate completions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
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     "language": "csharp"
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   "outputs": [],
   "source": [
    "Completions response = await openAIClient.GetCompletionsAsync(completionOptions);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
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   "outputs": [
    {
     "data": {
      "text/plain": [
       "\n",
       "\n",
       "1. \"1984\" by George Orwell\n",
       "2. \"The Hitchhiker's Guide to the Galaxy\" by Douglas Adams\n",
       "3. \"Dune\" by Frank Herbert\n",
       "4. \"Fahrenheit 451\" by Ray Bradbury\n",
       "5. \"Ender's Game\" by Orson Scott Card\n",
       "6. \"The War of the Worlds\" by H.G. Wells\n",
       "7. \"Neuromancer\" by William Gibson\n",
       "8. \"Snow Crash\" by Neal Stephenson\n",
       "9. \"Brave New World\" by Aldous Huxley\n",
       "10. \"Foundation\" by Isaac Asimov"
      ]
     },
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     "output_type": "display_data"
    }
   ],
   "source": [
    "response.Choices.First().Text"
   ]
  }
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