create-interview-questions.ipynb

{
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   "source": [
    "# Create interview questions\n",
    "\n",
    "Create interview questions.\n",
    "\n",
    "## Settings\n",
    "\n",
    "| Setting | Value |\n",
    "| --- | --- |\n",
    "| Model | gpt-35-turbo-instruct |\n",
    "| Max tokens | 150 |\n",
    "| Temperature | 0.5 | \n",
    "| Top p | 1 | \n",
    "| Frequency penalty | 0.0 |\n",
    "| Presence penalty | 0.0 |\n",
    "\n",
    "## Prompt\n",
    "\n",
    "```text\n",
    "Create a list of 8 questions for my interview with a science fiction author:\n",
    "```"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "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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     "language": "csharp"
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   "outputs": [
    {
     "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>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#r \"nuget: Azure.AI.OpenAI, 1.0.0-beta.15\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
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     "language": "csharp"
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     "kernelName": "csharp"
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   "outputs": [],
   "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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     "kernelName": "csharp"
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   "outputs": [],
   "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": 4,
   "metadata": {
    "dotnet_interactive": {
     "language": "csharp"
    },
    "polyglot_notebook": {
     "kernelName": "csharp"
    }
   },
   "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": 5,
   "metadata": {
    "dotnet_interactive": {
     "language": "csharp"
    },
    "polyglot_notebook": {
     "kernelName": "csharp"
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   },
   "outputs": [],
   "source": [
    "var prompt = \n",
    "    \"\"\"\n",
    "    Create a list of 8 questions for my interview with a science fiction author:\n",
    "    \"\"\";"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configure completion options"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "dotnet_interactive": {
     "language": "csharp"
    },
    "polyglot_notebook": {
     "kernelName": "csharp"
    }
   },
   "outputs": [],
   "source": [
    "var completionOptions = new CompletionsOptions\n",
    "{\n",
    "    DeploymentName=AOAI_DEPLOYMENTID,\n",
    "    Prompts={prompt},\n",
    "    MaxTokens=150,\n",
    "    Temperature=0.5f,\n",
    "    FrequencyPenalty=0.0f,\n",
    "    PresencePenalty=0.0f,\n",
    "    NucleusSamplingFactor=1 // Top P\n",
    "};"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generate completions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "dotnet_interactive": {
     "language": "csharp"
    },
    "polyglot_notebook": {
     "kernelName": "csharp"
    }
   },
   "outputs": [],
   "source": [
    "Completions response = await openAIClient.GetCompletionsAsync(completionOptions);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "dotnet_interactive": {
     "language": "csharp"
    },
    "polyglot_notebook": {
     "kernelName": "csharp"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\n",
       "\n",
       "1. What inspired you to become a science fiction author? \n",
       "2. How do you come up with the futuristic technology and concepts in your writing? \n",
       "3. Who are some of your biggest influences in the science fiction genre? \n",
       "4. How do you balance scientific accuracy with creative storytelling in your writing? \n",
       "5. What do you think sets science fiction apart from other genres? \n",
       "6. How do you think advancements in technology and science will impact the future of science fiction literature? \n",
       "7. Can you tell us about any upcoming projects or books you are currently working on? \n",
       "8. What message or theme do you hope readers take away from your science fiction stories?"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "response.Choices.First().Text"
   ]
  }
 ],
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