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y\u00f6netiminin potansiyelini kullanma\n<\/h3>\n\n<p style=\"text-align: left;\" class=\"wp-block-paragraph\"><span>\u00dcretken Yapay Zeka (IAG), hayat\u0131m\u0131za, ya\u015fam ve ileti\u015fim \u015feklimize giriyor, ancak devrim niteli\u011findeki potansiyelinden ger\u00e7ekten nas\u0131l tam anlam\u0131yla yararlanabiliriz?<\/span>\n<\/p><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\"><figure class=\"wp-block-image outside-gallery aligncenter is-style-rounded wp-block-ekr-image\"> <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/test.ekr.it\/wp-content\/uploads\/assets\/low\/ommagine%20per%20articolo%20AI.jpg\" alt=\"\" style=\"border-radius:10px;border-style:none;border-width:0px;;width:560px;height:390px\"> <\/figure><\/div>\n<\/div>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-4 wp-block-group-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--small);margin-bottom:var(--wp--preset--spacing--small);padding-top:var(--wp--preset--spacing--small);padding-bottom:var(--wp--preset--spacing--small)\"><h3 class=\"wp-block-heading wp-block-ekr-headings\"> RAG teknolojisi ve ChatGPT modeli ile kurumsal bilgi y\u00f6netiminin potansiyelini kullanma\n<\/h3>\n\n<p style=\"text-align: left;\" class=\"wp-block-paragraph has-small-font-size\"><span>Kurumsal bilgi y\u00f6netimi, herhangi bir modern i\u015fletmenin ba\u015far\u0131s\u0131 i\u00e7in kilit bir unsurdur. \u0130yi yap\u0131land\u0131r\u0131lm\u0131\u015f, eri\u015filebilir ve g\u00fcvenilir bilgi, geli\u015fen bir \u015firket ile rekabet\u00e7i kalmakta zorlanan bir \u015firket aras\u0131ndaki fark\u0131 yaratabilir.<\/span><\/p><p><span>Bu makalede, RAG teknolojisine (Retrieval Augmented Generation) ve ChatGPT modeline dayanan yenilik\u00e7i bir \u00e7\u00f6z\u00fcm\u00fc ke\u015ffedece\u011fiz, bu da kurumsal bilgi ile i\u00e7 ve d\u0131\u015f kullan\u0131c\u0131lar aras\u0131ndaki ili\u015fkilerin y\u00f6netimini devrim niteli\u011finde de\u011fi\u015ftirmeyi vaat ediyor.<\/span><\/p><p><span>Temel: ChatGPT Modeli Nedir?<\/span><\/p><p><span>Bu \u00e7\u00f6z\u00fcm\u00fcn kalbi, GPT (Generative Pre-trained Transformer) ailesinin bir \u00fcyesi olan ChatGPT modelidir. Bu yapay zeka modelleri, bir iste\u011fi anlama ve sa\u011flanan ba\u011flama dayal\u0131 sorular\u0131 yan\u0131tlamak i\u00e7in tutarl\u0131 metin olu\u015fturma konusunda ola\u011fan\u00fcst\u00fc yetenekli olduklar\u0131n\u0131 kan\u0131tlam\u0131\u015ft\u0131r. ChatGPT modeli, dijital olarak eri\u015filebilen her \u015feyden elde edilen binlerce GB bilgi ile \u00f6zel olarak e\u011fitilmi\u015ftir.<\/span><\/p><p><span>Peki bu \u00e7\u00f6z\u00fcm\u00fc ger\u00e7ekten benzersiz k\u0131lan nedir? Baz\u0131 ay\u0131rt edici \u00f6zelliklerine bakal\u0131m.<\/span><\/p><p><span>Vekt\u00f6r Veritabanlar\u0131n\u0131n G\u00fcc\u00fc<\/span><\/p><p><span>Bu \u00e7\u00f6z\u00fcm\u00fcn merkezinde vekt\u00f6r veritaban\u0131 kullan\u0131m\u0131 bulunmaktad\u0131r. Bu veritaban\u0131, kelimeleri ve ifadeleri \u00e7ok boyutlu bir uzayda noktalar olarak temsil eder. Neden bu kadar \u00f6nemli? ChatGPT modelinin kelime vekt\u00f6rleri aras\u0131ndaki benzerli\u011fi hesaplamas\u0131na ve bir soruya cevap vermek i\u00e7in en uygun kelimeleri se\u00e7mesine olanak tan\u0131r. Geni\u015f bir metin veri okyanusunda belirli bilgileri bulman\u0131z gerekti\u011fini hayal edin; vekt\u00f6r veritaban\u0131, sizi istenen cevaplara y\u00f6nlendiren bir pusula g\u00f6revi g\u00f6r\u00fcr.<\/span><\/p><p><span>Benzerlik Aramas\u0131: Samanl\u0131kta \u0130\u011fne Bulmak<\/span><\/p><p><span>Bu \u00e7\u00f6z\u00fcm\u00fcn en \u00f6nemli g\u00f6revlerinden biri benzerlik aramad\u0131r. Bu i\u015flevsellik, ChatGPT modelinin kullan\u0131c\u0131 taraf\u0131ndan sa\u011flanan girdilere g\u00f6re benzer kelimeler veya ifadeler bulmas\u0131n\u0131 sa\u011flar. Sanal bir i\u015f bilgisi samanl\u0131\u011f\u0131nda i\u011fne arad\u0131\u011f\u0131n\u0131z\u0131 hayal edin. Benzerlik arama, i\u011fneyi \u00e7eken bir m\u0131knat\u0131s gibidir ve ilgili bilgileri kolayca bulman\u0131za yard\u0131mc\u0131 olur.<\/span><\/p><p><span>\u0130pu\u00e7lar\u0131 arac\u0131l\u0131\u011f\u0131yla ba\u011flam olu\u015fturma<\/span><\/p><p><span>Ba\u015fka bir \u00f6nemli unsur, istemler arac\u0131l\u0131\u011f\u0131yla ba\u011flam\u0131n olu\u015fturulmas\u0131d\u0131r. Kullan\u0131c\u0131 bir istem veya soru sa\u011flar ve ChatGPT modeli bu girdiyi bir yan\u0131t olu\u015fturmak i\u00e7in kullan\u0131r. Kullan\u0131c\u0131 taraf\u0131ndan sa\u011flanan ba\u011flam, model taraf\u0131ndan \u00fcretilen yan\u0131t\u0131n belirlenmesinde \u00f6nemli bir rol oynar. Bu, net ve spesifik istemlerin form\u00fcle edilmesinin do\u011fru sonu\u00e7lar elde etmek i\u00e7in \u00e7ok \u00f6nemli oldu\u011fu anlam\u0131na gelir.<\/span><\/p><p><span>Y\u00fcksek Kaliteli Veriler: Bilginin K\u00f6\u015fe Ta\u015f\u0131<\/span><\/p><p><span>Mevcut verilerin kalitesi ve miktar\u0131, ChatGPT modelinin ba\u015far\u0131s\u0131 i\u00e7in temeldir. Bir ev in\u015fa etti\u011finizi hayal edin: y\u00fcksek kaliteli veriler, her \u015feyin dayand\u0131\u011f\u0131 temel ta\u015f\u0131d\u0131r. Yap\u0131land\u0131r\u0131lm\u0131\u015f bilgilerle dolu bir vekt\u00f6r veritaban\u0131, do\u011fru ve g\u00fcvenilir sonu\u00e7lar elde etmenin anahtar\u0131d\u0131r.<\/span><\/p><p><span>Genel bilgiye ve kendi \u015firket verilerinize dayanman\u0131n farklar\u0131: RAG modeli<\/span><\/p><p><span>Retrieval Augmented Generation (RAG), kurumsal bilgi y\u00f6netimi ve yan\u0131t kalitesinde iki \u00f6nemli y\u00f6n\u00fc ele almak i\u00e7in kilit bir \u00e7\u00f6z\u00fcm temsil eder.<\/span><\/p><p><span>hassas verilerin korunmas\u0131<\/span><\/p><p><span>\u201cHal\u00fcsinasyon\u201d riski olmadan do\u011fru ve kesin yan\u0131tlar\u0131n sa\u011flanmas\u0131.<\/span><\/p><p><span>Kurumsal veri korumas\u0131: Kurumsal bilgi y\u00f6netiminin temel bir y\u00f6n\u00fc, \u015firketin hassas veya gizli verilerinin korunmas\u0131d\u0131r. OpenAI\u2019nin Chat GPT gibi yapay zeka modellerinin kullan\u0131m\u0131yla, kurumsal bilgilerin \u00fc\u00e7\u00fcnc\u00fc taraflarla payla\u015f\u0131labilece\u011fi veya if\u015fa edilebilece\u011fi endi\u015fesi vard\u0131r. RAG, kurumsal veriler \u00fczerinde tam kontrol sa\u011flad\u0131\u011f\u0131 i\u00e7in bu sorunu \u00e7\u00f6zer. \u00d6zellikle, \u015firketin yap\u0131land\u0131r\u0131lm\u0131\u015f bilgilerini i\u00e7eren vekt\u00f6r veritaban\u0131 dahili olarak bar\u0131nd\u0131r\u0131l\u0131r (\u201con premise\u201d), bu da kurumsal verilerin g\u00fcvende kalmas\u0131n\u0131 ve d\u0131\u015f tedarik\u00e7iler veya \u00fc\u00e7\u00fcnc\u00fc taraf platformlarla payla\u015f\u0131lmamas\u0131n\u0131 sa\u011flar.<\/span><\/p><p><span>Hal\u00fcsinasyonsuz do\u011fru yan\u0131tlar sa\u011flama: Bir di\u011fer \u00f6nemli husus, \u00e7al\u0131\u015fanlara veya kurumsal m\u00fc\u015fterilere verilen yan\u0131tlar\u0131n do\u011fru ve hatas\u0131z veya \u201chal\u00fcsinasyonsuz\u201d olmas\u0131n\u0131 sa\u011flamakt\u0131r. RAG, bu zorlu\u011fu titiz bir s\u00fcre\u00e7le ele al\u0131r. Bir kullan\u0131c\u0131 soru sordu\u011funda, sistem bir niyet tan\u0131mlama motoru kullan\u0131r ve soruyu vekt\u00f6r veritaban\u0131 ile kar\u015f\u0131la\u015ft\u0131r\u0131r. Bu kar\u015f\u0131la\u015ft\u0131rma, benzerlik arama mant\u0131\u011f\u0131na dayan\u0131r, yani yan\u0131tlar, \u015firketin yap\u0131land\u0131r\u0131lm\u0131\u015f veri taban\u0131nda bulunan bilgilere ne kadar benzer olduklar\u0131na g\u00f6re se\u00e7ilir. Bu, yan\u0131tlar\u0131n do\u011fru ve kurumsal bilgilere uygun olmas\u0131n\u0131 sa\u011flar, yanl\u0131\u015f veya yan\u0131lt\u0131c\u0131 yan\u0131tlar riskini en aza indirir.<\/span><\/p><p><span>Ayr\u0131ca, RAG, EKR\u2019nin yap\u0131land\u0131r\u0131lm\u0131\u015f kurumsal bilgisinden tam anlam\u0131yla yararlanmay\u0131 sa\u011flar, bu bilgi daha \u00f6nce kataloglar, fiyat listeleri, veri sayfalar\u0131, k\u0131lavuzlar ve sorun giderme gibi geleneksel belgeler olu\u015fturmak i\u00e7in kullan\u0131lm\u0131\u015ft\u0131r. Bu yap\u0131land\u0131r\u0131lm\u0131\u015f veriler, AI taraf\u0131ndan \u00fcretilen yan\u0131t s\u00fcreci i\u00e7in temeldir, \u00e7\u00fcnk\u00fc do\u011fru ve ba\u011flamsal olarak ilgili yan\u0131tlar\u0131n olu\u015fturulmas\u0131 i\u00e7in temel sa\u011flar. \u015eirketin yap\u0131land\u0131r\u0131lm\u0131\u015f bilgi taban\u0131 taraf\u0131ndan zaten vekt\u00f6rle\u015ftirilmi\u015f ve organize edilmi\u015f bu bilgileri kullanarak, sistem, kurumsal bilgileri do\u011fru bir \u015fekilde yans\u0131tan kesin ve tutarl\u0131 yan\u0131tlar \u00fcretebilir.<\/span><\/p><p><span>Vekt\u00f6r veritabanlar\u0131, benzerlik aramas\u0131, iyi yap\u0131land\u0131r\u0131lm\u0131\u015f istemler ve y\u00fcksek kaliteli verilerden yararlanarak, \u015firketler AI\u2019ye y\u00f6neltilen sorular\u0131na, sanki D\u0130J\u0130TAL UZMAN\u2019a sorulmu\u015f gibi, do\u011fru ve g\u00fcvenilir yan\u0131tlar alabilirler.<\/span><\/p><p><span>Ama unutmay\u0131n, bilgi anahtard\u0131r ve i\u015f ba\u015far\u0131s\u0131na giden yol, ak\u0131ll\u0131 bilgi y\u00f6netiminden ge\u00e7er. EKR, 15 y\u0131ld\u0131r \u015firketlerin bilgiyi EKR Orchestra y\u00f6ntemiyle yap\u0131land\u0131r\u0131lm\u0131\u015f bir \u015fekilde y\u00f6netmelerine yard\u0131mc\u0131 oluyor.<\/span>\n<\/p><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\" style=\"margin-bottom:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><ul><\/ul>\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p><\/p>\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns has-outline-background-color has-background is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--small);padding-right:var(--wp--preset--spacing--small);padding-bottom:var(--wp--preset--spacing--small);padding-left:var(--wp--preset--spacing--small)\"><h4 class=\"wp-block-heading wp-block-ekr-headings\"> Ne bekliyorsun? Daha fazla bilgi i\u00e7in bize ula\u015f\u0131n!\n<\/h4><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-content-justification-right is-nowrap is-layout-flex wp-container-core-group-is-layout-5 wp-block-group-is-layout-flex\" style=\"padding-right:var(--wp--preset--spacing--medium)\"><button style=\"text-align: left; border-radius:5px;border-width:2px; padding-top:var(--wp--preset--spacing--xx-small);padding-bottom:var(--wp--preset--spacing--xx-small);padding-left:var(--wp--preset--spacing--xx-small);padding-right:var(--wp--preset--spacing--xx-small);\" class=\"wp-block-button wp-block-ekr-button wp-block-ekr-button has-background has-light-green-cyan-background-color has-medium-font-size\" onclick=\"window.location.href='https:\/\/test.ekr.it\/tr\/iletisim-sayfasi'\"><span>Bize ula\u015f\u0131n<\/span>\n<\/button><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>RAG teknolojisi ve ChatGPT modeli ile kurumsal bilgi y\u00f6netiminin potansiyelini kullanma \u00dcretken Yapay Zeka (IAG), hayat\u0131m\u0131za, ya\u015fam ve ileti\u015fim \u015feklimize giriyor, ancak devrim niteli\u011findeki potansiyelinden ger\u00e7ekten nas\u0131l tam anlam\u0131yla yararlanabiliriz? RAG teknolojisi ve ChatGPT modeli ile kurumsal bilgi y\u00f6netiminin potansiyelini kullanma Kurumsal bilgi y\u00f6netimi, herhangi bir modern i\u015fletmenin ba\u015far\u0131s\u0131 i\u00e7in kilit bir unsurdur. \u0130yi yap\u0131land\u0131r\u0131lm\u0131\u015f, [&hellip;]<\/p>\n","protected":false},"author":26,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"elastic_search":"","_uag_custom_page_level_css":"","footnotes":""},"categories":[512],"tags":[],"class_list":["post-244655","post","type-post","status-publish","format-standard","hentry","category-blog-tr"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"Elia Santagiuliana","author_link":"https:\/\/test.ekr.it\/tr\/author\/elia-santa\/"},"uagb_comment_info":0,"uagb_excerpt":"RAG teknolojisi ve ChatGPT modeli ile kurumsal bilgi y\u00f6netiminin potansiyelini kullanma \u00dcretken Yapay Zeka (IAG), hayat\u0131m\u0131za, ya\u015fam ve ileti\u015fim \u015feklimize giriyor, ancak devrim niteli\u011findeki potansiyelinden ger\u00e7ekten nas\u0131l tam anlam\u0131yla yararlanabiliriz? RAG teknolojisi ve ChatGPT modeli ile kurumsal bilgi y\u00f6netiminin potansiyelini kullanma Kurumsal bilgi y\u00f6netimi, herhangi bir modern i\u015fletmenin ba\u015far\u0131s\u0131 i\u00e7in kilit bir unsurdur. \u0130yi yap\u0131land\u0131r\u0131lm\u0131\u015f,&hellip;","_links":{"self":[{"href":"https:\/\/test.ekr.it\/tr\/wp-json\/wp\/v2\/posts\/244655","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/test.ekr.it\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/test.ekr.it\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/test.ekr.it\/tr\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/test.ekr.it\/tr\/wp-json\/wp\/v2\/comments?post=244655"}],"version-history":[{"count":1,"href":"https:\/\/test.ekr.it\/tr\/wp-json\/wp\/v2\/posts\/244655\/revisions"}],"predecessor-version":[{"id":247150,"href":"https:\/\/test.ekr.it\/tr\/wp-json\/wp\/v2\/posts\/244655\/revisions\/247150"}],"wp:attachment":[{"href":"https:\/\/test.ekr.it\/tr\/wp-json\/wp\/v2\/media?parent=244655"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/test.ekr.it\/tr\/wp-json\/wp\/v2\/categories?post=244655"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/test.ekr.it\/tr\/wp-json\/wp\/v2\/tags?post=244655"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}