{"id":91852,"date":"2025-01-08T10:33:48","date_gmt":"2025-01-08T07:03:48","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa-%d8%ae%d8%b7%d8%a7%db%8c-azure-openai-%d8%af%d8%b1-%d9%87%d8%b3%d8%aa%d9%87-%d9%85%d8%b9%d9%86%d8%a7%db%8c%db%8c\/"},"modified":"2025-01-08T10:33:48","modified_gmt":"2025-01-08T07:03:48","slug":"%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa-%d8%ae%d8%b7%d8%a7%db%8c-azure-openai-%d8%af%d8%b1-%d9%87%d8%b3%d8%aa%d9%87-%d9%85%d8%b9%d9%86%d8%a7%db%8c%db%8c","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa-%d8%ae%d8%b7%d8%a7%db%8c-azure-openai-%d8%af%d8%b1-%d9%87%d8%b3%d8%aa%d9%87-%d9%85%d8%b9%d9%86%d8%a7%db%8c%db%8c\/","title":{"rendered":"\u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0637\u0627\u06cc Azure OpenAI \u062f\u0631 \u0647\u0633\u062a\u0647 \u0645\u0639\u0646\u0627\u06cc\u06cc"},"content":{"rendered":"<div data-article-id=\"2194045\" id=\"article-body\">\n<p>\u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc\u060c \u0631\u0633\u06cc\u062f\u06af\u06cc \u0645\u0624\u062b\u0631 \u0628\u0647 \u062e\u0637\u0627\u0647\u0627\u06cc HTTP\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647 \u0647\u0646\u06af\u0627\u0645 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM) \u0645\u0627\u0646\u0646\u062f Azure OpenAI \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u062e\u0637\u0627\u0647\u0627\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0645\u062c\u0627\u0632 (\u062a\u0648\u06a9\u0646 \u062f\u0631 \u062f\u0642\u06cc\u0642\u0647 \u06cc\u0627 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u062f\u0631 \u062f\u0642\u06cc\u0642\u0647) \u0647\u0645\u06cc\u0634\u0647 \u062f\u0631 \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u062f \u0648 \u0645\u0646\u062c\u0631 \u0628\u0647 429 \u062e\u0637\u0627 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u067e\u0633\u062a \u0648\u0628\u0644\u0627\u06af \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0637\u0627\u06cc HTTP \u0628\u0627 \u0647\u0633\u062a\u0647 \u0645\u0639\u0646\u0627\u06cc\u06cc \u0648 Azure OpenAI \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa-%d8%ae%d8%b7%d8%a7%db%8c-azure-openai-%d8%af%d8%b1-%d9%87%d8%b3%d8%aa%d9%87-%d9%85%d8%b9%d9%86%d8%a7%db%8c%db%8c\/#%D9%BE%DB%8C%D8%B4_%D9%81%D8%B1%D8%B6\" >\u067e\u06cc\u0634 \u0641\u0631\u0636<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa-%d8%ae%d8%b7%d8%a7%db%8c-azure-openai-%d8%af%d8%b1-%d9%87%d8%b3%d8%aa%d9%87-%d9%85%d8%b9%d9%86%d8%a7%db%8c%db%8c\/#HttpClient\" >HttpClient<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa-%d8%ae%d8%b7%d8%a7%db%8c-azure-openai-%d8%af%d8%b1-%d9%87%d8%b3%d8%aa%d9%87-%d9%85%d8%b9%d9%86%d8%a7%db%8c%db%8c\/#AzureOpenAIClient\" >AzureOpenAIClient<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa-%d8%ae%d8%b7%d8%a7%db%8c-azure-openai-%d8%af%d8%b1-%d9%87%d8%b3%d8%aa%d9%87-%d9%85%d8%b9%d9%86%d8%a7%db%8c%db%8c\/#%D8%AA%D9%88%D8%B5%DB%8C%D9%87_%D9%87%D8%A7\" >\u062a\u0648\u0635\u06cc\u0647 \u0647\u0627<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D8%B4_%D9%81%D8%B1%D8%B6\"><\/span>\n<p>  \u067e\u06cc\u0634 \u0641\u0631\u0636<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight csharp\"><code><span class=\"kt\">var<\/span> <span class=\"n\">builder<\/span> <span class=\"p\">=<\/span> <span class=\"n\">Kernel<\/span><span class=\"p\">.<\/span><span class=\"nf\">CreateBuilder<\/span><span class=\"p\">();<\/span>\n<span class=\"n\">builder<\/span><span class=\"p\">.<\/span><span class=\"nf\">AddAzureOpenAIChatCompletion<\/span><span class=\"p\">(<\/span>\n    <span class=\"n\">deploymentName<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"gpt-4o-2024-08-06\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">endpoint<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"https:\/\/resource-name.openai.azure.com\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">apiKey<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"api-key\"<\/span><span class=\"p\">);<\/span> <span class=\"c1\">\/\/ Or DefaultAzureCredential<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062a\u0646\u0638\u06cc\u0645 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 Semantic Kernel \u0628\u0627 Azure OpenAI \u062a\u0648\u0633\u0637 AddAzureOpenAIChatCompletion. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u06cc\u06a9 \u062e\u0637\u200c\u0645\u0634\u06cc \u0633\u0639\u06cc \u0645\u062c\u062f\u062f \u062f\u0627\u062e\u0644\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0631\u0627 \u062a\u0627 \u0633\u0647 \u0628\u0627\u0631 \u0628\u0627 \u0639\u0642\u0628\u200c\u0646\u0634\u06cc\u0646\u06cc \u0646\u0645\u0627\u06cc\u06cc \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0633\u0631\u0635\u0641\u062d\u0647\u200c\u0647\u0627\u06cc HTTP \u062e\u0627\u0635\u06cc \u0645\u0627\u0646\u0646\u062f \u00ab\u062f\u0648\u0628\u0627\u0631\u0647-\u067e\u0633 \u0627\u0632\u00bb \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u062f\u0648\u0628\u0627\u0631\u0647\u200c\u0647\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u062a\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"HttpClient\"><\/span>\n<p>  HttpClient<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight csharp\"><code><span class=\"kt\">var<\/span> <span class=\"n\">factory<\/span> <span class=\"p\">=<\/span> <span class=\"n\">provider<\/span><span class=\"p\">.<\/span><span class=\"n\">GetRequiredService<\/span><span class=\"p\">&lt;<\/span><span class=\"n\">IHttpClientFactory<\/span><span class=\"p\">&gt;();<\/span>\n<span class=\"kt\">var<\/span> <span class=\"n\">httpClient<\/span> <span class=\"p\">=<\/span> <span class=\"n\">factory<\/span><span class=\"p\">.<\/span><span class=\"nf\">CreateClient<\/span><span class=\"p\">(<\/span><span class=\"s\">\"auzre:gpt-4o\"<\/span><span class=\"p\">);<\/span>\n\n<span class=\"kt\">var<\/span> <span class=\"n\">builder<\/span> <span class=\"p\">=<\/span> <span class=\"n\">Kernel<\/span><span class=\"p\">.<\/span><span class=\"nf\">CreateBuilder<\/span><span class=\"p\">();<\/span>\n<span class=\"n\">builder<\/span><span class=\"p\">.<\/span><span class=\"nf\">AddAzureOpenAIChatCompletion<\/span><span class=\"p\">(<\/span>\n    <span class=\"n\">deploymentName<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"gpt-4o-2024-08-06\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">endpoint<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"https:\/\/resource-name.openai.azure.com\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">apiKey<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"api-key\"<\/span><span class=\"p\">,<\/span>  <span class=\"c1\">\/\/ Or DefaultAzureCredential<\/span>\n    <span class=\"n\">httpClient<\/span><span class=\"p\">:<\/span> <span class=\"n\">httpClient<\/span><span class=\"p\">);<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0627 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 HttpClient\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06a9\u0646\u062a\u0631\u0644 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0637\u0627\u0647\u0627\u06cc HTTP \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u062f. \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 HttpClient \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c Semantic Kernel \u062e\u0637\u200c\u0645\u0634\u06cc \u062a\u06a9\u0631\u0627\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0631\u0627 \u063a\u06cc\u0631\u0641\u0639\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0645\u0646\u0637\u0642 \u062a\u06a9\u0631\u0627\u0631 \u0633\u0641\u0627\u0631\u0634\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Microsoft.Extensions.Http.Resilience \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0639\u062f\u0627\u062f \u062a\u0644\u0627\u0634\u200c\u0647\u0627\u06cc \u0645\u062c\u062f\u062f\u060c \u0648\u0642\u0641\u0647\u200c\u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0648 \u0646\u062d\u0648\u0647 \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u06a9\u062f\u0647\u0627\u06cc \u062e\u0637\u0627\u06cc \u062e\u0627\u0635 \u0645\u0627\u0646\u0646\u062f 429 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f (\u0645\u06cc\u0632\u0627\u0646 \u0646\u0631\u062e \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0645\u062c\u0627\u0632 \u0627\u0633\u062a). <strong>\u0627\u06a9\u06cc\u062f\u0627\u064b \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0633\u06cc\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0627\u0645\u062a\u062d\u0627\u0646 \u0645\u062c\u062f\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0637\u0627\u0647\u0627\u06cc \u06af\u0630\u0631\u0627 \u0628\u0627 HttpClient \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f<\/strong><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight csharp\"><code><span class=\"n\">services<\/span><span class=\"p\">.<\/span><span class=\"nf\">AddHttpClient<\/span><span class=\"p\">(<\/span><span class=\"s\">\"auzre:gpt-4o\"<\/span><span class=\"p\">)<\/span>\n    <span class=\"c1\">\/\/ 'standard' automatically handle transient errors inlcuding '429'<\/span>\n    <span class=\"p\">.<\/span><span class=\"nf\">AddStandardResilienceHandler<\/span><span class=\"p\">()<\/span> \n    <span class=\"p\">.<\/span><span class=\"nf\">Configure<\/span><span class=\"p\">(<\/span><span class=\"n\">options<\/span> <span class=\"p\">=&gt;<\/span>\n        <span class=\"p\">{<\/span>\n            <span class=\"c1\">\/\/ Options for attempts and time out etc<\/span>\n            <span class=\"n\">options<\/span><span class=\"p\">.<\/span><span class=\"n\">Retry<\/span><span class=\"p\">.<\/span><span class=\"n\">MaxRetryAttempts<\/span> <span class=\"p\">=<\/span> <span class=\"m\">5<\/span><span class=\"p\">;<\/span>\n        <span class=\"p\">});<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0645\u0647\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 HttpClient \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 Azure OpenAI \u0645\u062d\u062f\u0648\u062f \u0646\u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0631\u0627\u0628\u0637 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0627\u0646\u0646\u062f OpenAI \u0646\u06cc\u0632 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"AzureOpenAIClient\"><\/span>\n<p>  AzureOpenAIClient<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight csharp\"><code><span class=\"kt\">var<\/span> <span class=\"n\">azureOpenAIClient<\/span> <span class=\"p\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nf\">AzureOpenAIClient<\/span><span class=\"p\">(<\/span>\n    <span class=\"n\">endpoint<\/span><span class=\"p\">:<\/span> <span class=\"k\">new<\/span> <span class=\"nf\">Uri<\/span><span class=\"p\">(<\/span><span class=\"s\">\"https:\/\/resource-name.openai.azure.com\"<\/span><span class=\"p\">),<\/span>\n    <span class=\"k\">new<\/span> <span class=\"nf\">ApiKeyCredential<\/span><span class=\"p\">(<\/span><span class=\"s\">\"api-key\"<\/span><span class=\"p\">),<\/span> <span class=\"c1\">\/\/ Or DefaultAzureCredential<\/span>\n    <span class=\"k\">new<\/span> <span class=\"nf\">AzureOpenAIClientOptions<\/span><span class=\"p\">());<\/span>\n\n<span class=\"kt\">var<\/span> <span class=\"n\">builder<\/span> <span class=\"p\">=<\/span> <span class=\"n\">Kernel<\/span><span class=\"p\">.<\/span><span class=\"nf\">CreateBuilder<\/span><span class=\"p\">();<\/span>\n<span class=\"n\">builder<\/span><span class=\"p\">.<\/span><span class=\"nf\">AddAzureOpenAIChatCompletion<\/span><span class=\"p\">(<\/span>\n    <span class=\"n\">deploymentName<\/span><span class=\"p\">:<\/span> <span class=\"s\">\"gpt-4o-2024-08-06\"<\/span><span class=\"p\">,<\/span>\n    <span class=\"n\">azureOpenAIClient<\/span><span class=\"p\">);<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0645\u0634\u0627\u0628\u0647 \u0628\u0627 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0628\u0627 \u062e\u0637\u200c\u0645\u0634\u06cc \u0633\u0639\u06cc \u0645\u062c\u062f\u062f \u062f\u0627\u062e\u0644\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c AzureOpenAIClient \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0627\u0632 AzureOpenAIClientOptions \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight csharp\"><code><span class=\"kt\">var<\/span> <span class=\"n\">clientOptions<\/span> <span class=\"p\">=<\/span> <span class=\"k\">new<\/span> <span class=\"n\">AzureOpenAIClientOptions<\/span>\n    <span class=\"p\">{<\/span>\n        <span class=\"n\">Transport<\/span> <span class=\"p\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nf\">HttpClientPipelineTransport<\/span><span class=\"p\">(<\/span><span class=\"n\">httpClient<\/span><span class=\"p\">),<\/span>\n        <span class=\"n\">RetryPolicy<\/span> <span class=\"p\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nf\">ClientRetryPolicy<\/span><span class=\"p\">(<\/span><span class=\"n\">maxRetries<\/span><span class=\"p\">:<\/span> <span class=\"m\">5<\/span><span class=\"p\">)<\/span>\n    <span class=\"p\">};<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06cc\u0646 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0633\u06cc\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0627\u0645\u062a\u062d\u0627\u0646 \u0645\u062c\u062f\u062f HTTP \u0627\u0632 HttpClient \u0631\u0627 \u0628\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u0645\u062c\u062f\u062f \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062e\u0637\u200c\u0645\u0634\u06cc \u062e\u0637\u200c\u0645\u0634\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u0627\u0632 Azure OpenAI SDK \u062a\u0631\u06a9\u06cc\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AA%D9%88%D8%B5%DB%8C%D9%87_%D9%87%D8%A7\"><\/span>\n<p>  \u062a\u0648\u0635\u06cc\u0647 \u0647\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u0646\u0638\u06cc\u0645 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u063a\u0644\u0628 \u0628\u0627 \u0645\u0634\u06a9\u0644\u0627\u062a \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0631\u0645\u0632 \u0645\u0648\u0627\u062c\u0647 \u0645\u06cc\u200c\u0634\u0648\u06cc\u062f \u0645\u0646\u0627\u0633\u0628 \u0646\u0628\u0627\u0634\u062f.<br \/>\u0627\u06af\u0631 \u0642\u0628\u0644\u0627\u064b AzureOpenAIClient \u0631\u0627 \u062b\u0628\u062a \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u062f \u0648 \u0628\u0647 \u062d\u062f\u0627\u06a9\u062b\u0631 \u06a9\u0646\u062a\u0631\u0644 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f\u060c \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0627\u0632 \u0633\u06cc\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0645\u0634\u062a\u0631\u06cc HTTP \u0648 \u062a\u0644\u0627\u0634\u200c\u0647\u0627\u06cc \u0645\u062c\u062f\u062f \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062e\u0637\u200c\u0645\u0634\u06cc \u062e\u0637 \u0644\u0648\u0644\u0647 OpenAI Azure \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0644\u0637\u0641\u0627 \u0628\u0627 \u062e\u06cc\u0627\u0644 \u0631\u0627\u062d\u062a \u062f\u0631 \u062a\u0648\u06cc\u06cc\u062a\u0631 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f <a href=\"https:\/\/twitter.com\/roamingcode\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">@roamingcode<\/a><\/p>\n<\/p><\/div>\n<p><script async src=\"\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc\u060c \u0631\u0633\u06cc\u062f\u06af\u06cc \u0645\u0624\u062b\u0631 \u0628\u0647 \u062e\u0637\u0627\u0647\u0627\u06cc HTTP\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647 \u0647\u0646\u06af\u0627\u0645 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM) \u0645\u0627\u0646\u0646\u062f Azure OpenAI \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u062e\u0637\u0627\u0647\u0627\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0645\u062c\u0627\u0632 (\u062a\u0648\u06a9\u0646 \u062f\u0631 \u062f\u0642\u06cc\u0642\u0647 \u06cc\u0627 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u062f\u0631 \u062f\u0642\u06cc\u0642\u0647) \u0647\u0645\u06cc\u0634\u0647 \u062f\u0631 \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u062f \u0648 \u0645\u0646\u062c\u0631 \u0628\u0647 429 \u062e\u0637\u0627 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u067e\u0633\u062a \u0648\u0628\u0644\u0627\u06af \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":91853,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fel5szdyqlonhvxqwe76c.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-91852","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/91852","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=91852"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/91852\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/91853"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=91852"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=91852"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=91852"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}