{"id":10973,"date":"2024-06-14T09:00:00","date_gmt":"2024-06-14T00:00:00","guid":{"rendered":"https:\/\/www.moonmile.net\/blog\/?p=10973"},"modified":"2024-06-13T19:06:42","modified_gmt":"2024-06-13T10:06:42","slug":"semantic-kernel-%e3%81%ae%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%81%a7%e3%82%b9%e3%82%b1%e3%82%b8%e3%83%a5%e3%83%bc%e3%83%ab%e7%ae%a1%e7%90%86%e3%81%8c%e3%81%a7%e3%81%8d%e3%82%8b%e3%83%84%e3%83%bc","status":"publish","type":"post","link":"http:\/\/www.moonmile.net\/blog\/archives\/10973","title":{"rendered":"Semantic Kernel \u306e\u30c1\u30e3\u30c3\u30c8\u3067\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u7ba1\u7406\u304c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u4f5c\u308b"},"content":{"rendered":"\n

\u300cAzure OpenAI Service \u5165\u9580\u300d\u3092 Semantic Kernel \u3067\u66f8\u304d\u63db\u3048\u308b\u30b7\u30ea\u30fc\u30ba\u306e\u7b2c4\u5f3e\u3067\u3059\u3002<\/p>\n\n\n\n

\u66f8\u7c4d\u306e\u7b2c8\u7ae0\u3067\u306f\u3001\u3044\u308d\u3044\u308d\u306a\u5b9f\u884c\u74b0\u5883\u3067 OpenAI \u3092\u4f7f\u3063\u3066\u307f\u3088\u3046\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3084\u30b9\u30de\u30db\u30a2\u30d7\u30ea\u3001\u30d6\u30e9\u30a6\u30b6\u30a2\u30d7\u30ea\u3001\u30b7\u30f3\u30b0\u30eb\u30da\u30fc\u30b8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u8272\u3005\u30b3\u30fc\u30c9\u304c\u6563\u3063\u3066\u3057\u307e\u3046\u306e\u304c\u8aad\u8005…\u3068\u3044\u3046\u304b\u7b46\u8005\u304c\u5927\u5909\u3060\u3063\u305f\u306e\u3067\u300c\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u7ba1\u7406\u30c4\u30fc\u30eb\u300d1\u672c\u306b\u7d5e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u4e00\u822c\u7684\u306a\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u7ba1\u7406\u3067\u306f\u3001\u9805\u76ee\u3092\u8ffd\u52a0\u30fb\u524a\u9664\u3059\u308b\u30dc\u30bf\u30f3\u3067\u64cd\u4f5c\u3092\u3057\u307e\u3059\u304c\u3001\u3053\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u7ba1\u7406\u30c4\u30fc\u30eb\u3067\u306f\u81ea\u7136\u8a00\u8a9e\u3092\u4f7f\u3063\u3066\u9805\u76ee\u3092\u64cd\u4f5c\u3057\u307e\u3059\u3002\u300c4\/1 \u306f\u4f11\u65e5\u306b\u3057\u3066\u300d\u3068\u304b\u3001\u300c4\/10 \u306e\u9805\u76ee\u3092\u6d88\u3057\u3066\u300d\u3068\u3044\u3046\u5177\u5408\u3067\u3059\u306d\u3002\u3042\u3089\u304b\u3058\u3081\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306e\u30c7\u30fc\u30bf\u3092 AI \u5074\u306b\u4fdd\u6301\u3055\u305b\u3066\u304a\u3044\u3066\u3001\u305d\u308c\u306b\u5bfe\u3057\u3066\u6307\u793a\u3092\u51fa\u3059\u306e\u3067\u3001\u6b63\u78ba\u306b\u5909\u66f4\u3055\u308c\u308b\u3068\u306f\u9650\u3089\u306a\u3044\uff01\u306e\u304c\u6700\u5927\u306e\u6b20\u70b9\u3067\u3042\u308a\u307e\u3059\u304c\u3001\u307e\u3042\u3001\u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u3092\u4f5c\u308b\u3068\u304d\u306e\u826f\u3044\u7df4\u7fd2\u306b\u306f\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u66f8\u7c4d\u306e\u307b\u3046\u3067\u306f\u3001\u5e38\u306b\u6210\u529f\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u304c\u3001\u57f7\u7b46\u6642\u306b\u306f\u6210\u529f\u3059\u308b\u3088\u3046\u306b\u6307\u793a\u6587\u3092\u4f5c\u308b\u3068\u3053\u308d\u306b\u82e6\u52b4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u753b\u9762\u306f\u30b7\u30f3\u30d7\u30eb<\/h2>\n\n\n\n

\u753b\u9762\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u300c\u9001\u4fe1\u300d\u3068\u300c\u4fdd\u5b58\u300d\u30dc\u30bf\u30f3\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002\u6307\u793a\u3092\u30c6\u30ad\u30b9\u30c8\u30dc\u30c3\u30af\u30b9\u306b\u3044\u308c\u3066\u300c\u9001\u4fe1\u300d\u3059\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n

\"\"<\/a><\/figure>\n\n\n\n

MVVM\u30d1\u30bf\u30fc\u30f3\u3092\u4f7f\u3046<\/h2>\n\n\n\n

MVVM\u30d1\u30bf\u30fc\u30f3\u306e\u305f\u3081\u306b CommunityToolkit.Mvvm \u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u3044\u308c\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

  <ItemGroup>\n\t  <PackageReference Include="Microsoft.SemanticKernel" Version="1.14.1" \/>\n\t  <PackageReference Include="CommunityToolkit.Mvvm" Version="8.2.2" \/>\n  <\/ItemGroup><\/code><\/pre><\/div>\n\n\n\n
ViewModel \u30af\u30e9\u30b9<\/h2>\n\n\n\n
\u30b3\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u306f\u3053\u3093\u306a\u611f\u3058\u3002<\/p>\n\n\n\n
    public class PromptViewModel : ObservableObject\n    {\n        private const string _model = "test-x";\n        private string _apikey = Environment.GetEnvironmentVariable("AZURE_OPENAI_API_KEY") ?? "";\n        private const string _url = "https:\/\/sample-moonmile-openai.openai.azure.com\/";\n\n        private Kernel _kernel;\n        private IChatCompletionService _service;\n\n        \/\/\/ <summary>\n        \/\/\/ \u30b3\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\n        \/\/\/ <\/summary>\n        public PromptViewModel()\n        {\n            var builder = Kernel.CreateBuilder();\n            builder.AddAzureOpenAIChatCompletion(\n                _model,\n                _url,\n                _apikey);\n            _kernel = builder.Build();\n            _service = _kernel.GetRequiredService<IChatCompletionService>();\n\n            this.SendCommand = new RelayCommand(this.Send);\n            this.SaveCommand = new RelayCommand(this.Save);\n        }\n<\/code><\/pre><\/div>\n\n\n\n
\u6700\u521d\u306b\u3042\u3089\u304b\u3058\u3081\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u9001\u4fe1\u3057\u3066\u304a\u304f\u306e\u304c\u30df\u30bd\u3067\u3059\u3002\u672c\u6765\u306a\u3089\u3070\u3001\u3053\u3053\u306e\u4e88\u5b9a\u8868\u306f\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u8aad\u307f\u8fbc\u3081\u3070\u3044\u3044\u306e\u3067\u3059\u304c\u3001\u7aef\u6298\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
        \/\/\/ <summary>\n        \/\/\/ \u6700\u521d\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u4fe1\u3059\u308b\n        \/\/\/ <\/summary>\n        public async void SendInit()\n        {\n            _history.AddSystemMessage(\n                """\n                \u7b87\u6761\u66f8\u304d\u3067\u4e88\u5b9a\u8868\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n                \u4e88\u5b9a\u8868\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff1a\n                - [\u65e5\u4ed8] [\u5185\u5bb9]\n\n                \u73fe\u5728\u306e\u4e88\u5b9a\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\n                [\u4e88\u5b9a\u8868\u306f\u3053\u3053\u304b\u3089]\n                - 4\/1 \u5165\u793e\u5f0f\n                - 4\/2 \u65b0\u4eba\u6b53\u8fce\u4f1a\n                - 4\/3 \u30d7\u30ed\u30b0\u30e9\u30e0\u7814\u4fee\uff11\n                - 4\/4 \u30d7\u30ed\u30b0\u30e9\u30e0\u7814\u4fee\uff12\n                [\u4e88\u5b9a\u8868\u306f\u3053\u3053\u307e\u3067]\n\n                \u4e88\u5b9a\u8868\u3092\u8868\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n                """);\n\n            var response = await _service.GetChatMessageContentAsync(\n                                           _history,\n                                           kernel: _kernel);\n            \/\/ \u5fdc\u7b54\u3092\u53d6\u5f97\n            string combinedResponse = response.Items.OfType<TextContent>().FirstOrDefault()?.Text ?? "";\n            this.Output = combinedResponse;\n            \/\/ AI\u306e\u5fdc\u7b54\u3092\u5c65\u6b74\u306b\u8ffd\u52a0\n            _history.AddAssistantMessage(combinedResponse);\n        }<\/code><\/pre><\/div>\n\n\n\n
\u9001\u4fe1\u30dc\u30bf\u30f3\u3092\u62bc\u3057\u305f\u6642\u306f\u3001\u30d2\u30b9\u30c8\u30ea\u3082\u542b\u3081\u3066\u9001\u4fe1\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
        \/\/\/ <summary>\n        \/\/\/ \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u4fe1\u3059\u308b\n        \/\/\/ <\/summary>\n        public async void Send()\n        {\n            _history.AddUserMessage(Input);\n            var response = await _service.GetChatMessageContentAsync(\n                                           _history,\n                                           kernel: _kernel);\n            \/\/ \u5fdc\u7b54\u3092\u53d6\u5f97\n            string combinedResponse = response.Items.OfType<TextContent>().FirstOrDefault()?.Text ?? "";\n            this.Output = combinedResponse;\n            \/\/ AI\u306e\u5fdc\u7b54\u3092\u5c65\u6b74\u306b\u8ffd\u52a0\n            _history.AddAssistantMessage(this.Output);\n        }\n<\/code><\/pre><\/div>\n\n\n\n
\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3055\u308c\u308b\u306e\u306f\u3001\u6700\u5f8c\u306e\u5fdc\u7b54\u3060\u3051\u3067\u69cb\u3044\u307e\u305b\u3093\u3002\u6700\u5f8c\u306e\u5fdc\u7b54\u306b\u6700\u65b0\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u304c\u542b\u307e\u308c\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n
        \/\/\/ <summary>\n        \/\/\/ \u6700\u5f8c\u306e\u56de\u7b54\u3092\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u4fdd\u5b58\n        \/\/\/ <\/summary>\n        public void Save()\n        {\n            \/\/ \u3053\u3053\u3067\u306f\u7c21\u4fbf\u306e\u305f\u3081\u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u3057\u3066\u8868\u793a\u3055\u305b\u308b\n            var msg = _history.Last()?.Content;\n            \/\/ \u4fdd\u5b58\u30c0\u30a4\u30a2\u30ed\u30b0\u3092\u958b\u304f\n            var dlg = new Microsoft.Win32.SaveFileDialog();\n            dlg.FileName = "schedule"; \n            dlg.DefaultExt = ".txt"; \n            dlg.Filter = "Text documents (.txt)|*.txt"; \n            if ( dlg.ShowDialog() == true )\n            {\n                var filename = dlg.FileName;\n                System.IO.File.WriteAllText(filename, msg);\n                MessageBox.Show("\u4fdd\u5b58\u3057\u307e\u3057\u305f\u3002", "AI\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u30fc");\n            }\n        }\n<\/code><\/pre><\/div>\n\n\n\n
\u5b9f\u884c\u3057\u3066\u307f\u308b<\/h2>\n\n\n\n
\u3053\u3093\u306a\u611f\u3058\u306b\u8a95\u751f\u65e5\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u57f7\u7b46\u6642\u306f GPT-3.5\u3067\u52d5\u304d\u304c\u60aa\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001GPT-4o\u306b\u5207\u308a\u66ff\u3048\u308b\u3068\u7d50\u69cb\u30b9\u30e0\u30fc\u30b9\u306b\u6307\u793a\u304c\u53cd\u6620\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\"\"<\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"
\u300cAzure OpenAI Service \u5165\u9580\u300d\u3092 Semantic Kernel \u3067\u66f8\u304d\u63db\u3048\u308b\u30b7\u30ea\u30fc\u30ba\u306e\u7b2c4\u5f3e\u3067\u3059\u3002 \u66f8\u7c4d\u306e\u7b2c8\u7ae0\u3067\u306f\u3001\u3044\u308d\u3044\u308d\u306a\u5b9f\u884c\u74b0\u5883\u3067 OpenAI \u3092\u4f7f\u3063\u3066\u307f\u3088\u3046\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3084\u30b9 … \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-10973","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\/10973","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=10973"}],"version-history":[{"count":1,"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/posts\/10973\/revisions"}],"predecessor-version":[{"id":10976,"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/posts\/10973\/revisions\/10976"}],"wp:attachment":[{"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/media?parent=10973"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/categories?post=10973"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.moonmile.net\/blog\/wp-json\/wp\/v2\/tags?post=10973"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}