{"version":"1.0","provider_name":"BINUS @Bekasi - Kampus Beken Asyik | Business Service and Technology","provider_url":"https:\/\/binus.ac.id\/bekasi","author_name":"editorarticle","author_url":"https:\/\/binus.ac.id\/bekasi\/author\/editorarticle\/","title":"RAG Cara Elegan Biar Chatbot Berhenti Mengarang Jawaban - BINUS @Bekasi - Kampus Beken Asyik | Business Service and Technology","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"BC7SAe8jvt\"><a href=\"https:\/\/binus.ac.id\/bekasi\/2026\/10\/rag-cara-elegan-biar-chatbot-berhenti-mengarang-jawaban\/\">RAG Cara Elegan Biar Chatbot Berhenti Mengarang Jawaban<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/binus.ac.id\/bekasi\/2026\/10\/rag-cara-elegan-biar-chatbot-berhenti-mengarang-jawaban\/embed\/#?secret=BC7SAe8jvt\" width=\"600\" height=\"338\" title=\"&#8220;RAG Cara Elegan Biar Chatbot Berhenti Mengarang Jawaban&#8221; &#8212; BINUS @Bekasi - Kampus Beken Asyik | Business Service and Technology\" data-secret=\"BC7SAe8jvt\" 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\/\/# sourceURL=https:\/\/binus.ac.id\/bekasi\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n","thumbnail_url":"http:\/\/binus.ac.id\/bekasi\/wp-content\/uploads\/2026\/10\/cs6-1.png","thumbnail_width":843,"thumbnail_height":664,"description":"Gambar 1. Alur RAG dari query, pencarian semantik di dokumen, sampai jawaban LLM (sumber: https:\/\/docs.aws.amazon.com\/prescriptive-guidance\/latest\/retrieval-augmented-generation-options\/what-is-rag.html) Hai, Software Engineers! Pernahkah Anda bertanya ke chatbot kampus soal jadwal ujian, lalu jawabannya terdengar meyakinkan padahal salah total. Fenomena mengarang jawaban ini disebut halusinasi, dan pemicunya sederhana. Model bahasa besar atau LLM menjawab dari hafalan data training yang statis, [&hellip;]"}