{"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 Sistemleri i\u00e7in Vekt\u00f6r Veritaban\u0131 Entegrasyonu","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"qgM5qLxKhx\"><a href=\"https:\/\/fatihsoysal.com\/blog\/rag-sistemleri-icin-vektor-veritabani-entegrasyonu\/\">RAG Sistemleri i\u00e7in Vekt\u00f6r Veritaban\u0131 Entegrasyonu<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/rag-sistemleri-icin-vektor-veritabani-entegrasyonu\/embed\/#?secret=qgM5qLxKhx\" width=\"600\" height=\"338\" title=\"&#8220;RAG Sistemleri i\u00e7in Vekt\u00f6r Veritaban\u0131 Entegrasyonu&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"qgM5qLxKhx\" 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":"B\u00fcy\u00fck dil modelleri (LLM'ler) ve geri alma sistemleri (RAG) ile bilgiye eri\u015fim ve i\u015fleme \u015feklimiz devrim ge\u00e7irdi. Ancak, LLM'lerin verimli ve etkili bir \u015fekilde \u00e7al\u0131\u015fabilmesi i\u00e7in do\u011fru verinin do\u011fru zamanda sunulmas\u0131 kritik \u00f6nem ta\u015f\u0131yor. Bu noktada, vekt\u00f6r veritabanlar\u0131, LLM'lerin ilgili bilgileri h\u0131zl\u0131 ve do\u011fru bir \u015fekilde bulmas\u0131n\u0131 sa\u011flayan g\u00fc\u00e7l\u00fc bir ara\u00e7 olarak \u00f6ne \u00e7\u0131k\u0131yor. Bu makalede, RAG sistemlerine vekt\u00f6r veritaban\u0131 entegrasyonunun nas\u0131l yap\u0131laca\u011f\u0131n\u0131, farkl\u0131 yakla\u015f\u0131mlar\u0131 ve ileri d\u00fczey teknikleri ele alaca\u011f\u0131z."}