{"id":1056,"date":"2026-08-24T23:07:45","date_gmt":"2026-08-24T20:07:45","guid":{"rendered":"https:\/\/www.tayfnews.tech\/tr\/?p=1056"},"modified":"2026-08-24T23:07:45","modified_gmt":"2026-08-24T20:07:45","slug":"adk-ile-canli-sesli-ajanlar-test-ve-degerlendirme-rehberi","status":"publish","type":"post","link":"https:\/\/www.tayfnews.tech\/tr\/technology\/adk-ile-canli-sesli-ajanlar-test-ve-degerlendirme-rehberi\/","title":{"rendered":"ADK ile Canl\u0131 Sesli Ajanlar: Test ve De\u011ferlendirme Rehberi"},"content":{"rendered":"<p>Konu\u015fmaya dayal\u0131 yapay zeka, statik metin aray\u00fczlerinden dinamik, ger\u00e7ek zamanl\u0131 sesli etkile\u015fimlere evrilirken geli\u015ftiriciler uygulamalar\u0131 deneysel demolardan g\u00fcvenilir \u00fcretim ortamlar\u0131na ta\u015f\u0131rken \u00f6nemli zorluklarla kar\u015f\u0131la\u015f\u0131yor. Ger\u00e7ek d\u00fcnyadaki \u00e7ok turlu konu\u015fmalar; kullan\u0131c\u0131 kesintileri, \u00fcst \u00fcste binen konu\u015fmalar, arka plan g\u00fcr\u00fclt\u00fcs\u00fc ve anlamsal sapmalarla bilinen, olduk\u00e7a \u00f6ng\u00f6r\u00fclemez s\u00fcre\u00e7lerdir. Bu g\u00fcvenilirlik a\u00e7\u0131\u011f\u0131n\u0131 kapatmak i\u00e7in geli\u015ftiricilerin basit metin dizeleri yerine ses ak\u0131\u015flar\u0131n\u0131 i\u015fleyebilen geli\u015fmi\u015f test \u00e7er\u00e7evelerine ihtiyac\u0131 vard\u0131r. Sekt\u00f6r \u00e7ap\u0131ndaki bu engeli ele alan Agent Development Kit (ADK), grafik tabanl\u0131 ajan i\u015f ak\u0131\u015flar\u0131n\u0131 ger\u00e7ek\u00e7i ko\u015fullar alt\u0131nda titizlikle test etmek i\u00e7in tasarlanm\u0131\u015f yerel canl\u0131 de\u011ferlendirme yeteneklerini kullan\u0131ma sundu.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/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=\"\u0130\u00e7indekiler Tablosunu A\u00e7\/Kapat\"><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:\/\/www.tayfnews.tech\/tr\/technology\/adk-ile-canli-sesli-ajanlar-test-ve-degerlendirme-rehberi\/#Gercek_Dunya_Konusmalari_Icin_Otomatik_Test\" >Ger\u00e7ek D\u00fcnya Konu\u015fmalar\u0131 \u0130\u00e7in Otomatik Test<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.tayfnews.tech\/tr\/technology\/adk-ile-canli-sesli-ajanlar-test-ve-degerlendirme-rehberi\/#ADK_Degerlendirme_Cercevesinin_Temel_Ozellikleri\" >ADK De\u011ferlendirme \u00c7er\u00e7evesinin Temel \u00d6zellikleri<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.tayfnews.tech\/tr\/technology\/adk-ile-canli-sesli-ajanlar-test-ve-degerlendirme-rehberi\/#Puanlama_ve_Boru_Hatti_Entegrasyonu\" >Puanlama ve Boru Hatt\u0131 Entegrasyonu<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Gercek_Dunya_Konusmalari_Icin_Otomatik_Test\"><\/span>Ger\u00e7ek D\u00fcnya Konu\u015fmalar\u0131 \u0130\u00e7in Otomatik Test<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Canl\u0131 sesli ajanlar\u0131 \u00fcretime ta\u015f\u0131mak, manuel nokta kontrollerinden fazlas\u0131n\u0131 gerektirir; binlerce farkl\u0131 kullan\u0131c\u0131 etkile\u015fimini sim\u00fcle edebilen otomatik boru hatlar\u0131na (pipelines) ihtiya\u00e7 duyar. ADK i\u00e7indeki yeni entegre de\u011ferlendirme sistemi, ajan i\u015f ak\u0131\u015flar\u0131yla dinamik olarak etkile\u015fime ge\u00e7mek i\u00e7in b\u00fcy\u00fck dil modeli odakl\u0131 sim\u00fcle edilmi\u015f kullan\u0131c\u0131lardan yararlan\u0131r. Bu sim\u00fcle edilmi\u015f varl\u0131klar, Gemini Metin Okuma (TTS) teknolojisini kullanarak ger\u00e7ek ses \u00e7\u0131kt\u0131s\u0131 \u00fcretir ve insan arayanlar\u0131n akustik de\u011fi\u015fkenli\u011fini ve temposunu taklit eder. Ger\u00e7ek\u00e7i ses \u00fcretimini yap\u0131land\u0131r\u0131lm\u0131\u015f de\u011ferlendirme senaryolar\u0131yla birle\u015ftiren m\u00fchendislik ekipleri, sesli ajanlar\u0131n\u0131 da\u011f\u0131t\u0131mdan \u00e7ok \u00f6nce karma\u015f\u0131k konu\u015fma yollar\u0131na kar\u015f\u0131 stres testine tabi tutabilir.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"ADK_Degerlendirme_Cercevesinin_Temel_Ozellikleri\"><\/span>ADK De\u011ferlendirme \u00c7er\u00e7evesinin Temel \u00d6zellikleri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Yerel canl\u0131 de\u011ferlendirme<\/strong> ile sesli ajanlar\u0131 demodan \u00fcretime g\u00fcvenilir bir \u015fekilde ta\u015f\u0131ma.<\/li>\n<li>\u00c7ok turlu konu\u015fmalar\u0131 test etmek i\u00e7in Gemini TTS kullanarak ger\u00e7ek ses \u00fcreten <strong>LLM odakl\u0131 sim\u00fcle kullan\u0131c\u0131lar<\/strong>.<\/li>\n<li>Ses yan\u0131tlar\u0131n\u0131 ve ara\u00e7 y\u00fcr\u00fctmelerini otomatik olarak puanlamak i\u00e7in <strong>do\u011fal dilde rubrikler (dereceli puanlama anahtarlar\u0131)<\/strong>.<\/li>\n<li>Ortaya \u00e7\u0131kan transkriptleri ve etkile\u015fim detaylar\u0131n\u0131 incelemek i\u00e7in <strong>ADK Web denetim ara\u00e7lar\u0131<\/strong>.<\/li>\n<li>De\u011ferlendirmeleri do\u011frudan CI\/CD boru hatlar\u0131 i\u00e7inde \u00e7al\u0131\u015ft\u0131rmak i\u00e7in <strong>komut sat\u0131r\u0131 aray\u00fcz\u00fc (CLI) entegrasyonu<\/strong>.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Puanlama_ve_Boru_Hatti_Entegrasyonu\"><\/span>Puanlama ve Boru Hatt\u0131 Entegrasyonu<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>ADK de\u011ferlendirme paketinin kritik bir bile\u015feni, do\u011fal dilde rubrik kullan\u0131m\u0131d\u0131r. Geli\u015ftiriciler, kat\u0131 programatik iddialara yaln\u0131zca g\u00fcvenmek yerine nitel de\u011ferlendirme kriterlerini sade bir dille tan\u0131mlayabilir. Sistem, hem \u00fcretilen ses yan\u0131tlar\u0131n\u0131 hem de temel ara\u00e7lar\u0131n bu rubriklere kar\u015f\u0131 hassas bir \u015fekilde y\u00fcr\u00fct\u00fclmesini otomatik olarak de\u011ferlendirir. Bir de\u011ferlendirme \u00e7al\u0131\u015ft\u0131rmas\u0131 sona erdi\u011finde m\u00fchendisler, ortaya \u00e7\u0131kan transkriptleri ADK Web i\u00e7inde inceleyerek verilerin derinliklerine inebilir ve konu\u015fma kesintilerinin veya ara\u00e7 ar\u0131zalar\u0131n\u0131n nerede meydana geldi\u011fine dair net bir g\u00f6r\u00fcn\u00fcrl\u00fck elde edebilir.<\/p>\n<p>Ayr\u0131ca geli\u015ftirme ekipleri manuel yerel testlerle s\u0131n\u0131rl\u0131 de\u011fildir. ADK CLI, s\u00fcrekli entegrasyon ve s\u00fcrekli da\u011f\u0131t\u0131m (CI\/CD) boru hatlar\u0131 i\u00e7inde do\u011frudan y\u00fcr\u00fct\u00fclebilir. Bu entegrasyon, grafik tabanl\u0131 bir ajan i\u015f ak\u0131\u015f\u0131ndaki her g\u00fcnncellemenin otomatik regresyon testine tabi tutulmas\u0131n\u0131 sa\u011flayarak uygulama performans\u0131n\u0131 korur ve kod tabanlar\u0131 evrim ge\u00e7irdik\u00e7e y\u00fcksek konu\u015fma kalitesi standartlar\u0131n\u0131 s\u00fcrd\u00fcr\u00fcr.<\/p>\n<p><em>Kaynak: <a href=\"https:\/\/developers.googleblog.com\/how-to-evaluate-live-voice-agents-in-adk\/\" target=\"_blank\" rel=\"noopener noreferrer\">Orijinal Makale<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ADK&#8217;n\u0131n LLM sim\u00fcle kullan\u0131c\u0131lar\u0131 ve Gemini TTS kullanarak \u00fcretim i\u015f ak\u0131\u015flar\u0131 i\u00e7in testleri nas\u0131l otomatikle\u015ftirdi\u011fini ke\u015ffedin.<\/p>\n","protected":false},"author":1,"featured_media":1055,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowrrDMDA:productID":"","tayfnews_source_url":"","footnotes":"","rank_math_focus_keyword":"canl\u0131 sesli ajanlar, Agent Development Kit, Gemini TTS, Test Etme, Sesli Ajanlar, Teknoloji","rank_math_title":"ADK ile Canl\u0131 Sesli Ajanlar: Test ve De\u011ferlendirme Rehberi","rank_math_description":"ADK'n\u0131n LLM sim\u00fcle kullan\u0131c\u0131lar\u0131 ve Gemini TTS kullanarak \u00fcretim i\u015f ak\u0131\u015flar\u0131 i\u00e7in testleri nas\u0131l otomatikle\u015ftirdi\u011fini ke\u015ffedin."},"categories":[2],"tags":[],"class_list":["post-1056","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/1056","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/comments?post=1056"}],"version-history":[{"count":1,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/1056\/revisions"}],"predecessor-version":[{"id":1057,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/1056\/revisions\/1057"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/media\/1055"}],"wp:attachment":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/media?parent=1056"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/categories?post=1056"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/tags?post=1056"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}