{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"Vekt\u00f6r Veritabanlar\u0131: RAG Sistemlerinin Omurgas\u0131","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"OGQ1UPPiwV\"><a href=\"https:\/\/fatihsoysal.com\/blog\/vektor-veritabanlari-rag-sistemlerinin-omurgasi\/\">Vekt\u00f6r Veritabanlar\u0131: RAG Sistemlerinin Omurgas\u0131<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/vektor-veritabanlari-rag-sistemlerinin-omurgasi\/embed\/#?secret=OGQ1UPPiwV\" width=\"600\" height=\"338\" title=\"&#8220;Vekt\u00f6r Veritabanlar\u0131: RAG Sistemlerinin Omurgas\u0131&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"OGQ1UPPiwV\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","description":"Son y\u0131llarda h\u0131zla geli\u015fen b\u00fcy\u00fck dil modelleri (LLM'ler), do\u011fal dil i\u015fleme alan\u0131nda \u00e7\u0131\u011f\u0131r a\u00e7t\u0131. Ancak bu modellerin, g\u00fcncel ve do\u011fru bilgiye eri\u015fim konusunda s\u0131n\u0131rlamalar\u0131 bulunmaktad\u0131r. \u0130\u015fte bu noktada, Retrieval Augmented Generation (RAG) yani Geri Kazan\u0131mla Destekli \u00dcretim sistemleri devreye giriyor. RAG, LLM'lerin d\u0131\u015far\u0131dan bilgi almas\u0131n\u0131 sa\u011flayarak, daha do\u011fru, g\u00fcncel ve tutarl\u0131 i\u00e7erik \u00fcretmelerini m\u00fcmk\u00fcn k\u0131l\u0131yor. Bu sistemlerin bel kemi\u011fini ise vekt\u00f6r veritabanlar\u0131 olu\u015fturuyor."}