{"id":10963,"date":"2024-06-13T11:57:36","date_gmt":"2024-06-13T02:57:36","guid":{"rendered":"https:\/\/www.moonmile.net\/blog\/?p=10963"},"modified":"2024-06-13T12:00:52","modified_gmt":"2024-06-13T03:00:52","slug":"semantic-kernel-%e3%81%a7%e6%9b%b8%e3%81%8d%e7%9b%b4%e3%81%99azure-openai-service-%e6%9c%ac%e3%81%ae%e3%82%b5%e3%83%b3%e3%83%97%e3%83%ab%e3%82%92-semantic-kernel-%e3%81%a7%e6%9b%b8%e3%81%8d%e7%9b%b4","status":"publish","type":"post","link":"http:\/\/www.moonmile.net\/blog\/archives\/10963","title":{"rendered":"Azure OpenAI Service \u672c\u306e\u30b5\u30f3\u30d7\u30eb\u3092 Semantic Kernel \u3067\u66f8\u304d\u76f4\u3059\uff08\u30c1\u30e3\u30c3\u30c8\u7de8\uff09"},"content":{"rendered":"\n

Completion\uff08\u5165\u529b\u5019\u88dc\uff09\u306e API \u3092\u4f7f\u3063\u30661\u56de\u3060\u3051\u8cea\u554f\u3059\u308b\u5834\u5408\u306fAI\u306e\u7b54\u3048\u3092\u8868\u793a\u3059\u308b\u3060\u3051\u3067\u7d42\u4e86\u3059\u308b\u306e\u3067\u3059\u304c\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u3088\u3046\u306bAI\u3068\u306e\u4f1a\u8a71\u3092\u9032\u3081\u308b\u5834\u5408\u306b\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u5185\u5bb9\u3092\u4fdd\u5b58\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u4f55\u6545\u3001\u4fdd\u5b58\u3057\u306a\u3044\u3068\u30c0\u30e1\u304b\uff1f\u3063\u3066\u306e\u306f\u66f8\u7c4d\u306b\u66f8\u3044\u305f\u306e\u3067\u3001\u3053\u3053\u3067\u306f\u3001ChatHistory \u3092\u4f7f\u3048\u3070\u3001AI\u3068\u306e\u4f1a\u8a71\u3092\u4fdd\u5b58\u3067\u304d\u307e\u3059\u3001\u3068\u3060\u3051\u8a00\u3063\u3066\u304a\u304d\u307e\u3059\u3002\u3044\u3084\u3001\u3084\u3063\u3066\u3044\u308b\u3053\u3068\u306f\u3001List \u306b\u8ffd\u52a0\u3057\u3066\u3044\u308b\u3060\u3051\u306a\u3093\u3067\u3059\u304c\u3002<\/p>\n\n\n\n

Microsoft.SemanticKernel \u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8ffd\u52a0\u3059\u308b<\/p>\n\n\n\n

  <ItemGroup>\n    <PackageReference Include="Microsoft.SemanticKernel" Version="1.14.1" \/>\n  <\/ItemGroup>\n<\/code><\/pre><\/div>\n\n\n\n
kernel \u3092\u4f5c\u308b<\/p>\n\n\n\n
using Azure.AI.OpenAI;\nusing Microsoft.SemanticKernel;\nusing Microsoft.SemanticKernel.ChatCompletion;\nusing Microsoft.SemanticKernel.Connectors.OpenAI;\n\nvar builder = Kernel.CreateBuilder();\nbuilder.AddAzureOpenAIChatCompletion(\n    "test-x",\n    "https:\/\/sample-moonmile-openai.openai.azure.com\/",\n    Environment.GetEnvironmentVariable("AZURE_OPENAI_API_KEY") ?? "");\nvar kernel = builder.Build();<\/code><\/pre><\/div>\n\n\n\n
ChatHistory \u3092\u4f5c\u308b<\/p>\n\n\n\n
Console.WriteLine("\u30c1\u30e3\u30c3\u30c8\u306e\u4f8b");\n\/\/ \u30c1\u30e3\u30c3\u30c8\u306e\u5c65\u6b74\u3092\u305f\u3081\u3066\u304a\u304f\nvar history = new ChatHistory();\nvar chatCompletionService = kernel.GetRequiredService<IChatCompletionService>();\n<\/code><\/pre><\/div>\n\n\n\n
GetRequiredService \u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3063\u3066 ChatCompletionService \u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u6301\u3063\u3066\u3053\u306a\u3044\u3068\u3044\u3051\u306a\u3044\u306e\u304c\u5fae\u5999\u306a\u3068\u3053\u308d\u3067\u3059\u304c\u3001\u307e\u3042\u3053\u308c\u3067\u52d5\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
You\uff08\u81ea\u5206\uff09\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u5165\u529b\u306f\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u3001GetChatMessageContentAsync \u3092\u4f7f\u3044 API \u3092\u547c\u3073\u51fa\u3057\u307e\u3059\u3002\u4f1a\u8a71\u5c65\u6b74\u306f hisotry \u306b\u305f\u3081\u8fbc\u3093\u3067\u3044\u308b\u306e\u3067\u3001\u3053\u308c\u3082\u4e00\u7dd2\u306b\u6e21\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
while ( true ) {\n    Console.Write("You: ");\n    var prompt = Console.In.ReadLine();\n    if ( string.IsNullOrEmpty(prompt) )\n    {\n        break;\n    }\n    \/\/ \u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u3092\u5c65\u6b74\u306b\u8ffd\u52a0\n    history.AddUserMessage(prompt);\n    var response = await chatCompletionService.GetChatMessageContentAsync(\n                                   history,\n                                   kernel: kernel);\n    \/\/ \u5fdc\u7b54\u3092\u53d6\u5f97\n    string combinedResponse = response.Items.OfType<TextContent>().FirstOrDefault()?.Text ?? "";\n    Console.WriteLine("AI: " + combinedResponse);\n    \/\/ AI\u306e\u5fdc\u7b54\u3092\u5c65\u6b74\u306b\u8ffd\u52a0\n    history.AddAssistantMessage(combinedResponse);\n}\n<\/code><\/pre><\/div>\n\n\n\n
AI \u306e\u5fdc\u7b54\u304c\u3061\u3087\u3063\u3068\u3084\u3084\u3053\u3057\u3044\u306e\u3067\u3059\u304c\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u5148\u982d\u306e\u8981\u7d20\u3060\u3051\u6301\u3063\u3066\u304d\u3066\uff08\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u3088\u3063\u3066\u3001\u8907\u6570\u306e\u56de\u7b54\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\uff09\u3001\u3053\u308c\u3092\u753b\u9762\u306b\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
AI\u306e\u56de\u7b54\u3082\u5c65\u6b74\u306b\u8ffd\u52a0\u3057\u3066\u3001\u6b21\u306e\u5165\u529b\u3092\u5f85\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u884c\u3057\u3066\u307f\u308b<\/h2>\n\n\n\n
\u4e2d\u592e\u6797\u9593\u304b\u3089\u6771\u4eac\u99c5\u307e\u3067\u306e\u9053\u306e\u308a\u3092\u5c0b\u306d\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n
\"\"<\/a><\/figure>\n\n\n\n
\u6700\u521d\u306b\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u5c65\u6b74\u306b\u52a0\u3048\u3066\u304a\u3051\u3070\u3001\u53e3\u8abf\u3084\u5fdc\u7b54\u306e\u9577\u3055\u306a\u3069\u306e\u8abf\u7bc0\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
AI \u306e\u56de\u7b54\u3092\u898b\u306a\u304c\u3089\u3001\u7d50\u5c40\u30bf\u30af\u30b7\u30fc\u3067\u884c\u304f\u3068\u3044\u3046\u7d50\u8ad6\u3092\u51fa\u3059\u308f\u3051\u3067\u3059\u304c\u3001\u3053\u306e\u8a66\u884c\u932f\u8aa4\u306f\u5165\u529b\u5019\u88dc\u306e\u3088\u3046\u306a1\u56de\u3060\u3051\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u5230\u9054\u3067\u304d\u307e\u305b\u3093\u3002\u3053\u306e\u3088\u3046\u306b\u30c1\u30e3\u30c3\u30c8\u3092\u4f7f\u3044\u8907\u6570\u56de AI \u3068\u3084\u308a\u3068\u308a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
Completion\uff08\u5165\u529b\u5019\u88dc\uff09\u306e API \u3092\u4f7f\u3063\u30661\u56de\u3060\u3051\u8cea\u554f\u3059\u308b\u5834\u5408\u306fAI\u306e\u7b54\u3048\u3092\u8868\u793a\u3059\u308b\u3060\u3051\u3067\u7d42\u4e86\u3059\u308b\u306e\u3067\u3059\u304c\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u3088\u3046\u306bAI\u3068\u306e\u4f1a\u8a71\u3092\u9032\u3081\u308b\u5834\u5408\u306b\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u5185\u5bb9\u3092\u4fdd\u5b58\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u4f55\u6545\u3001\u4fdd\u5b58\u3057\u306a … \u7d9a\u304d\u3092\u8aad\u3080 →<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-10963","post","type-post","status-publish","format-standard","hentry","category-dev"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/posts\/10963","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/comments?post=10963"}],"version-history":[{"count":2,"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/posts\/10963\/revisions"}],"predecessor-version":[{"id":10967,"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/posts\/10963\/revisions\/10967"}],"wp:attachment":[{"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/media?parent=10963"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/categories?post=10963"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/tags?post=10963"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}