notebooks/2023-09-04-generative-ai-and-dotnet---part-2-sdk.ipynb

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 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Install the NuGet package for working with OpenAI."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "dotnet_interactive": {
     "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.7</span></li></ul></div></div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#r \"nuget:Azure.AI.OpenAI,*-*\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Capture the connection information for working with the service."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "dotnet_interactive": {
     "language": "csharp"
    },
    "polyglot_notebook": {
     "kernelName": "csharp"
    }
   },
   "outputs": [],
   "source": [
    "using Microsoft.DotNet.Interactive;\n",
    "\n",
    "string endpoint = await Kernel.GetPasswordAsync(\"Enter the Azure OpenAI endpoint (or leave blank to use OpenAI).\");\n",
    "string apiKey = await Kernel.GetPasswordAsync(\"Please provide the API key.\");\n",
    "string model = await Kernel.GetInputAsync(\"Please provide the deployment or model name.\");"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Create an `OpenAIClient`, using either Azure OpenAI Service or OpenAI depending on the input provided."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "dotnet_interactive": {
     "language": "csharp"
    },
    "polyglot_notebook": {
     "kernelName": "csharp"
    }
   },
   "outputs": [],
   "source": [
    "using Azure.AI.OpenAI;\n",
    "\n",
    "OpenAIClient client = string.IsNullOrEmpty(endpoint) ? new OpenAIClient(apiKey) : new OpenAIClient(new Uri(endpoint), new Azure.AzureKeyCredential(apiKey));"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Generate a chat completion using the `OpenAIClient`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "dotnet_interactive": {
     "language": "csharp"
    },
    "polyglot_notebook": {
     "kernelName": "csharp"
    }
   },
   "outputs": [],
   "source": [
    "using Azure;\n",
    "\n",
    "ChatCompletionsOptions options = new(new[] { new ChatMessage(ChatRole.User, \"What is the colour of the sky?\") });\n",
    "\n",
    "Response<ChatCompletions> completions = await client.GetChatCompletionsAsync(model, options);\n",
    "\n",
    "foreach (ChatChoice choice in completions.Value.Choices)\n",
    "{\n",
    "    string content = choice.Message.Content;\n",
    "\n",
    "    Console.WriteLine(content);\n",
    "}"
   ]
  }
 ],
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