{"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":"RAG: Standart B\u00fcy\u00fck Dil Modellerine (LLM) G\u00f6re Avantajlar\u0131","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"HLbPx5mbKP\"><a href=\"https:\/\/fatihsoysal.com\/blog\/rag-standart-buyuk-dil-modellerine-llm-gore-avantajlari\/\">RAG: Standart B\u00fcy\u00fck Dil Modellerine (LLM) G\u00f6re Avantajlar\u0131<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/rag-standart-buyuk-dil-modellerine-llm-gore-avantajlari\/embed\/#?secret=HLbPx5mbKP\" width=\"600\" height=\"338\" title=\"&#8220;RAG: Standart B\u00fcy\u00fck Dil Modellerine (LLM) G\u00f6re Avantajlar\u0131&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"HLbPx5mbKP\" 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, B\u00fcy\u00fck Dil Modelleri (LLM) do\u011fal dil i\u015fleme alan\u0131nda b\u00fcy\u00fck bir ivme kazand\u0131. Ancak, LLM'lerin bellek kapasiteleri s\u0131n\u0131rl\u0131 olup, bilgi g\u00fcncellemeleri zaman al\u0131c\u0131d\u0131r. Bu noktada, Retrieval Augmented Generation (RAG) yani Bilgi Geri Kazan\u0131m\u0131 ile Art\u0131r\u0131lm\u0131\u015f \u00dcretkenlik y\u00f6ntemi devreye girer. RAG, LLM'lerin bilgi tabanlar\u0131na eri\u015fimini sa\u011flayarak, daha do\u011fru, g\u00fcvenilir ve g\u00fcncel yan\u0131tlar \u00fcretmelerini m\u00fcmk\u00fcn k\u0131lar."}