{"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 Temelli Helpdesk Chatbot'unu pgvector ile Optimize Etme","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"hLqMHqv01p\"><a href=\"https:\/\/fatihsoysal.com\/blog\/rag-temelli-helpdesk-chatbotunu-pgvector-ile-optimize-etme\/\">RAG Temelli Helpdesk Chatbot&#8217;unu pgvector ile Optimize Etme<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/rag-temelli-helpdesk-chatbotunu-pgvector-ile-optimize-etme\/embed\/#?secret=hLqMHqv01p\" width=\"600\" height=\"338\" title=\"&#8220;RAG Temelli Helpdesk Chatbot&#8217;unu pgvector ile Optimize Etme&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"hLqMHqv01p\" 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":"G\u00fcn\u00fcm\u00fczde m\u00fc\u015fteri hizmetlerinde h\u0131z ve do\u011fruluk \u00e7ok \u00f6nemlidir. Bu nedenle, bir\u00e7ok \u015firket Soru-Cevap (S&C) sistemlerini iyile\u015ftirmek i\u00e7in Retrieval Augmented Generation (RAG) tabanl\u0131 chatbot'lara y\u00f6neliyor. Ancak, RAG sistemlerinin performans\u0131n\u0131 ve do\u011frulu\u011funu art\u0131rmak i\u00e7in verimli bir vekt\u00f6r veritaban\u0131 kullanmak kritik \u00f6neme sahiptir. \u0130\u015fte burada PostgreSQL'in g\u00fc\u00e7l\u00fc uzant\u0131s\u0131 pgvector devreye giriyor. Bu makalede, pgvector kullanarak bir RAG tabanl\u0131 helpdesk chatbot'unun do\u011frulu\u011funu nas\u0131l optimize edebilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131z."}