{"id":6504,"date":"2026-03-08T18:35:25","date_gmt":"2026-03-08T18:35:25","guid":{"rendered":"https:\/\/bentego.com\/yapay-zekanin-son-dalgasi-agentic-ai-ve-frameworkleri\/"},"modified":"2026-03-08T18:35:25","modified_gmt":"2026-03-08T18:35:25","slug":"yapay-zekanin-son-dalgasi-agentic-ai-ve-frameworkleri","status":"publish","type":"post","link":"https:\/\/bentego.com\/tr\/yapay-zekanin-son-dalgasi-agentic-ai-ve-frameworkleri\/","title":{"rendered":"Yapay Zekan\u0131n Son Dalgas\u0131 Agentic AI ve Frameworkleri"},"content":{"rendered":"\n<p id=\"e73f\"><strong>Agentic AI Nedir ?<\/strong><\/p>\n\n\n\n<p id=\"87a3\">G\u00fcn\u00fcm\u00fczdeki pop\u00fcler yapay zeka verilen girdilere yan\u0131t \u00fcretebilir hale gelmi\u015ftir. Bu zamana kadar sorduklar\u0131m\u0131za cevap veren, kod yazarken hatalar\u0131m\u0131z\u0131 sordu\u011fumuz yapay zeka adeta bir asistan gibi gerek duydu\u011fumuz zaman bize destek oluyor. Sorumluluk almad\u0131\u011f\u0131 i\u00e7in yanl\u0131\u015f y\u00f6nlendirmelerinde kontrol edilmesi ve kod blo\u011fu verse bile blok \u00fczerinde de\u011fi\u015fiklik yap\u0131lmas\u0131 gerekmektedir.<\/p>\n\n\n\n<p id=\"b837\">Yapay zeka geli\u015fiminin ba\u015flar\u0131nda e-postalar\u0131 s\u0131ralay\u0131p spam\u2019i i\u015faretleyebiliyordu. Ancak insan dilini tam anlayam\u0131yordu. Makine \u00f6\u011frenimi ve metin i\u015fleme alanlar\u0131ndaki geli\u015fmi\u015f algoritmalar sayesinde yapay zeka uygulamalar\u0131 evrilerek yeni \u00f6zellikler kazanmaya devam ediyor. LLM tabanl\u0131 sistemler uygun entegrasyon ve bellek mekanizmalar\u0131yla kullan\u0131c\u0131 al\u0131\u015fkanl\u0131klar\u0131n\u0131 \u00f6\u011frenebilir.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/1*OhoDOjT6SfatEBKbBZ7H3g.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"5b7c\">Bir sonraki ad\u0131mda \u00fc\u00e7\u00fcnc\u00fc yapay zeka dalgas\u0131 da denilen Agentic AI hayat\u0131m\u0131za daha fazla girdi\u011finde tedarik zinciri verilerini analiz ederek stok sipari\u015flerini kendili\u011finden planlayabilir. Agentic AI girdileri anlayarak plan yapabilir ve s\u00fcreci otonom y\u00fcr\u00fctebilir. Eylemleri ba\u015flatabilir, hedefleri iyile\u015ftirebilir, birden fazla API servisleri ve sistemleri ile etkile\u015fime girerken geri bildirimlerden \u00f6\u011frenebilir. \u0130\u015f ak\u0131\u015flar\u0131nda stratejileri kendi kendine geli\u015ftirip optimize ederken, otomasyonlara da adapte olabilir.<\/p>\n\n\n\n<p id=\"564b\"><strong>Agentic AI Nas\u0131l \u00c7al\u0131\u015f\u0131r ?<\/strong><\/p>\n\n\n\n<p id=\"97f1\">Klasik yapay zeka komut al\u0131p cevap vermeye odaklan\u0131rken; Agentic AI hedef belirleyen, bu hedefe ula\u015fmak i\u00e7in ad\u0131m ad\u0131m plan yapan, gerekti\u011finde ara\u00e7 kullanan ve kendi \u00e7\u0131kt\u0131s\u0131n\u0131 de\u011ferlendirerek bir sonraki aksiyona karar verebilen otonom yap\u0131d\u0131r.<\/p>\n\n\n\n<p id=\"38c3\">Agentic AI merkezinde her zaman bir ama\u00e7 vard\u0131r ve ad\u0131mlardan ba\u011f\u0131ms\u0131zd\u0131r. Hedefi ald\u0131ktan sonra kendi i\u00e7inde bir planlama s\u00fcreci ba\u015flat\u0131r. Planlama mekanizmas\u0131 devreye girdi\u011finde hedefi daha k\u00fc\u00e7\u00fck g\u00f6revlere b\u00f6lerek, \u00f6nce-sonra ili\u015fkisi i\u00e7erisinde hangi ad\u0131mda hangi bilgiye veya araca ihtiya\u00e7 duyaca\u011f\u0131n\u0131 belirler. Ara\u00e7 kullan\u0131mlar\u0131; dosya okuma-yazma, API \u00e7a\u011fr\u0131lar\u0131, veritaban\u0131 sorgular\u0131, web taramalar\u0131, kod \u00e7al\u0131\u015ft\u0131rma gibi aksiyonlara girebilmesi anlam\u0131na gelmektedir.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/1*AXp_3lH898qfFJWE34wf-Q.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"0d59\">Agentic AI sistemi harici ara\u00e7lar kullanan ve dosyalardan okuyup ba\u015fka dosyaya yazabilen, birbirleriyle ileti\u015fim kuran tek veya birden fazla LLM(B\u00fcy\u00fck Dil Modeli) kullanabilir. LLM\u2019ler metni anlamak ve insan diline yak\u0131nsamak i\u00e7in d\u00f6n\u00fc\u015ft\u00fcr\u00fcc\u00fc(transformer) modellerin kullan\u0131ld\u0131\u011f\u0131 deep learning temelli modellerdir.<\/p>\n\n\n\n<p id=\"ae15\">NLP (Do\u011fal Dil \u0130\u015fleme) ; dil \u00e7evirisi, metin s\u0131n\u0131fland\u0131rmas\u0131, duygu analizi, metin olu\u015fturma gibi i\u015flemleri de ger\u00e7ekle\u015ftirmeye yard\u0131mc\u0131 olur. Bu s\u00fcre\u00e7ler i\u00e7in modelin davran\u0131\u015f\u0131n\u0131 tan\u0131mlayan milyarlarca parametre olu\u015fturulur ve LLM\u2019ler \u00e7e\u015fitli kaynaklardan al\u0131nan b\u00fcy\u00fck miktarda veri k\u00fcmesi ile e\u011fitilirler. Bu veri k\u00fcmeleri ciddi anlamda muhte\u015fem boyutlara ula\u015fabilmektedir.<\/p>\n\n\n\n<p id=\"09c0\">Parametreler ve veri k\u00fcmelerinin \u00e7oklanmas\u0131; LLM modelinin dil bilgisi, mant\u0131k, bilgi edinme ve duygular\u0131 sentezleyebilme yeteneklerini \u00f6nemli \u00f6l\u00e7\u00fcde etkiler. Deep Learning alan\u0131ndaki mimari transformer sinir a\u011flar\u0131 teknolojisi sayesinde, LLM modelleri birbirinden izoledirler. Agentic mimari LLM modellerini orkestra etmektedir. Her Agentic AI uygulamas\u0131n\u0131n kullan\u0131m alan\u0131na g\u00f6re sistem modelleri ve LLM t\u00fcrleri de\u011fi\u015febilmektedir.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/1*9c43ezfdjQ5w5WuZ4zWSSg.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"755d\">\u00d6rne\u011fin; bir model y\u00f6netici gibi davran\u0131p problemleri par\u00e7alara ay\u0131r\u0131p di\u011fer modellerin uygunluk ve yeterlili\u011fine g\u00f6re g\u00f6revleri da\u011f\u0131tabilir. Alt modeller g\u00f6revleri tamamlad\u0131ktan sonra hiyerar\u015fik bir yap\u0131 gibi y\u00f6neticisine g\u00f6nderir. Y\u00f6netici model g\u00f6revleri de\u011ferlendirip par\u00e7alar\u0131 birle\u015ftirebilir. Bu yap\u0131 sayesinde tek modelin tek ba\u015f\u0131na yapabilece\u011finden daha karma\u015f\u0131k i\u015f ak\u0131\u015flar\u0131 paralel y\u00fcr\u00fct\u00fclebildi\u011fi i\u00e7in sistem \u00e7ok h\u0131zl\u0131 \u00e7\u00f6z\u00fcm sunabilir.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/1*eJzD3rZYWbWtAI148567Ow.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"aa3e\">\u00d6rne\u011fin; bir model y\u00f6netici gibi davran\u0131p problemleri par\u00e7alara ay\u0131r\u0131p di\u011fer modellerin uygunluk ve yeterlili\u011fine g\u00f6re g\u00f6revleri da\u011f\u0131tabilir. Alt modeller g\u00f6revleri tamamlad\u0131ktan sonra hiyerar\u015fik bir yap\u0131 gibi y\u00f6neticisine g\u00f6nderir. Y\u00f6netici model g\u00f6revleri de\u011ferlendirip par\u00e7alar\u0131 birle\u015ftirebilir. Bu yap\u0131 sayesinde tek modelin tek ba\u015f\u0131na yapabilece\u011finden daha karma\u015f\u0131k i\u015f ak\u0131\u015flar\u0131 paralel y\u00fcr\u00fct\u00fclebildi\u011fi i\u00e7in sistem \u00e7ok h\u0131zl\u0131 \u00e7\u00f6z\u00fcm sunabilir.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/1*88l06hC90IUGXKn3b1J_oA.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"39dc\">Agentic AI i\u015f ak\u0131\u015flar\u0131, geleneksel AI i\u015f ak\u0131\u015flar\u0131ndan yap\u0131sal ve organizasyonel farkl\u0131l\u0131klar\u0131 sayesinde i\u015f d\u00fcnyas\u0131nda s\u0131f\u0131rdan kodlama ve \u00f6n karar alma gerekmeksizin h\u0131zl\u0131 \u00e7\u00f6z\u00fcmler \u00fcreterek i\u015fleri kolayla\u015ft\u0131r\u0131yor.<\/p>\n\n\n\n<p id=\"aca0\"><strong>Agentic AI Frameworkleri<\/strong><\/p>\n\n\n\n<p id=\"40b2\">Yapay zeka agentlar ara\u00e7lar\u0131 kullanarak \u00f6zerk kararlar\u0131n\u0131 planlayarak hedefe ula\u015fabilir. Kulland\u0131\u011f\u0131m\u0131z programlama diline frameworkler sayesinde entegre olarak zincirleme i\u015flemler, ara\u00e7 entegrasyonlar\u0131 ve bellek y\u00f6netimi gibi haz\u0131r bile\u015fenleri sunarak dil modeli tabanl\u0131 agentlar\u0131n olu\u015fturulmas\u0131n\u0131 kolayla\u015ft\u0131r\u0131r. \u00d6rne\u011fin sigorta sekt\u00f6r\u00fcndeki bir projede kendi i\u00e7inde yedi farkl\u0131 \u00f6zelle\u015fmi\u015f agent i\u015fbirli\u011fi yaparak tek bir tazminat talebinin i\u015flenebildi\u011fi \u00e7oklu-agent sistemi kullan\u0131lmaktad\u0131r.<\/p>\n\n\n\n<p id=\"98ff\"><strong>AutoGen Framework<\/strong><\/p>\n\n\n\n<p id=\"0498\">Actor model mant\u0131\u011f\u0131yla \u00e7al\u0131\u015fmaktad\u0131r; yani her akt\u00f6r birbiriyle mesaj al\u0131\u015fveri\u015fi yapabilir, senkron programlanabilir. Her agent bir akt\u00f6r gibi davrand\u0131\u011f\u0131 i\u00e7in en avantajl\u0131 taraf\u0131 sistemlerin daha birle\u015ftirilebilir hale gelmesidir.<\/p>\n\n\n\n<p id=\"660c\">Microsoft taraf\u0131ndan geli\u015ftirilmi\u015f ve Python tabanl\u0131 bir frameworkt\u00fcr. Ba\u015flang\u0131\u00e7ta kolayl\u0131k ve esneklik sa\u011flamas\u0131na ra\u011fmen ilerledik\u00e7e ak\u0131\u015flar karma\u015f\u0131kla\u015fabilmektedir. Farkl\u0131 dil modelleriyle entegre edilmek istenirse Proxy sunucular\u0131na ihtiya\u00e7 duyulmaktad\u0131r.<\/p>\n\n\n\n<p id=\"5081\"><strong>Crewai Framework<\/strong><\/p>\n\n\n\n<p id=\"6d5a\">Crewai, ger\u00e7ek hayatta bir proje ekibindeki yaz\u0131l\u0131m m\u00fchendisi, test m\u00fchendisi, tasar\u0131mc\u0131 vb rollere g\u00f6re modellerle organize olmaktad\u0131r. Projeyi daha h\u0131zl\u0131 tamamlamak i\u00e7in hedefleri belirlemek, ajanlar\u0131 tan\u0131mlamak, rolleri, ara\u00e7lar\u0131, g\u00f6revleri ve \u00e7oklu agent i\u015f ak\u0131\u015flar\u0131n\u0131 olu\u015fturabiliriz.<\/p>\n\n\n\n<p id=\"5649\">Mimari: Python\u2019dan s\u0131f\u0131rdan in\u015fa edilmi\u015f yal\u0131n ve h\u0131zl\u0131 bir framework olmakla birlikte ad\u0131ndan da anla\u015f\u0131laca\u011f\u0131 gibi ger\u00e7ek hayattaki ekibi baz almaktad\u0131r. LangChain ekosisteminin par\u00e7as\u0131d\u0131r.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/1*m4dukEvuP1g5EPOJmlNzrw.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"5793\">Kullan\u0131m alan\u0131: Her ajan\u0131n bir rol\u00fc, hedefi ve ara\u00e7lar\u0131 oldu\u011fu g\u00f6rev tabanl\u0131 bir framework\u2019e ihtiyac\u0131n\u0131z varsa karar vermeyi ve hedefe ula\u015fmay\u0131 h\u0131zland\u0131r\u0131r.<\/p>\n\n\n\n<p id=\"12e4\">Olumlu ve olumsuz yanlar\u0131: CrewAI \u2018i \u00f6ne \u00e7\u0131karan \u00f6zelliklerinden birisi bellek y\u00f6netimini k\u0131sa ve uzun vadeli destekleyebilmesi. Olumsuz taraf\u0131 debugging i\u00e7in log ve print fonksiyonlar\u0131n\u0131n i\u015flevsiz olmas\u0131 nedeniyle debugging yapman\u0131n zor olmas\u0131.<\/p>\n\n\n\n<p id=\"98a9\"><strong>LangGraph Framework<\/strong><\/p>\n\n\n\n<p id=\"5865\">LangGraph agent davran\u0131\u015flar\u0131n\u0131 ve i\u015f ak\u0131\u015flar\u0131n\u0131 tasarlarken do\u011frusal de\u011fil, durum bilgili ve grafik tabanl\u0131 bir yol sunar. Agent ak\u0131\u015f\u0131 bir a\u011faca benzetirsek dallar\u0131 karar noktalar\u0131na g\u00f6re , yapraklar da kararlar\u0131n sonucu olarak kar\u015f\u0131m\u0131za \u00e7\u0131kacakt\u0131r.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/1*4ABZAUkRazNQLUhycjBTpg.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"2819\">Mimari: LangGraph Python ve JavaScript\/TypeScript\u2019i destekler. LangChain ekosisteminin par\u00e7as\u0131d\u0131r. \u0130\u015f ak\u0131\u015flar\u0131n\u0131 node\u2019lar ve edge\u2019ler olarak graf tabanl\u0131 yakla\u015f\u0131m sunar.<\/p>\n\n\n\n<p id=\"f7f7\">Kullan\u0131m Alan\u0131: Dinamik adaptasyon i\u00e7eren, ko\u015fullu \u00e7ok a\u015famaya sahip, karma\u015f\u0131k ve durum bilgili i\u015f ak\u0131\u015flar\u0131 i\u00e7in g\u00fc\u00e7l\u00fc bir alternatiftir.<\/p>\n\n\n\n<p id=\"5f23\">Sonu\u00e7 olarak; Agentic AI, yapay zek\u00e2n\u0131n yaln\u0131zca \u00f6neri sunan bir ara\u00e7 olmaktan \u00e7\u0131k\u0131p, hedef odakl\u0131 \u00e7al\u0131\u015fan ve karma\u015f\u0131k s\u00fcre\u00e7leri y\u00f6netebilen bir sistem mimarisine d\u00f6n\u00fc\u015ft\u00fc\u011f\u00fcn\u00fc g\u00f6steriyor. Bu yeni yakla\u015f\u0131m; veri, modeller ve ara\u00e7lar aras\u0131nda kurulan ak\u0131ll\u0131 orkestrasyon sayesinde kurumlar\u0131n daha h\u0131zl\u0131 karar almas\u0131n\u0131 ve operasyonlar\u0131n\u0131 daha verimli y\u00f6netmesini m\u00fcmk\u00fcn k\u0131l\u0131yor. \u00d6n\u00fcm\u00fczdeki d\u00f6nemde Agentic mimarilerin; veri platformlar\u0131ndan operasyonel s\u00fcre\u00e7lere kadar bir\u00e7ok alanda i\u015f yap\u0131\u015f bi\u00e7imlerini yeniden tan\u0131mlamas\u0131 bekleniyor. Kurumlar i\u00e7in kritik olan ise yaln\u0131zca bu teknolojiyi kullanmak de\u011fil, onu do\u011fru mimari, do\u011fru entegrasyon ve s\u00fcrd\u00fcr\u00fclebilir bir stratejiyle hayata ge\u00e7irebilmek.<\/p>\n\n\n\n<p><a href=\"https:\/\/medium.com\/tag\/agentic-ai?source=post_page-----5fa331aa3060---------------------------------------\"><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Agentic AI Nedir ? G\u00fcn\u00fcm\u00fczdeki pop\u00fcler yapay zeka verilen girdilere yan\u0131t \u00fcretebilir hale gelmi\u015ftir. Bu zamana kadar sorduklar\u0131m\u0131za cevap veren, kod yazarken [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5925,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[87],"tags":[252,253,254,255],"class_list":["post-6504","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-agentic-ai","tag-ai","tag-crewai","tag-framework"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yapay Zekan\u0131n Son Dalgas\u0131 Agentic AI ve Frameworkleri - Bentego<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bentego.com\/tr\/yapay-zekanin-son-dalgasi-agentic-ai-ve-frameworkleri\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zekan\u0131n Son Dalgas\u0131 Agentic AI ve Frameworkleri - Bentego\" \/>\n<meta property=\"og:description\" content=\"Agentic AI Nedir ? 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