1.0DataHack Summit 2023https://www.analyticsvidhya.com/dhs-2023dhs2023https://www.analyticsvidhya.com/dhs-2023/author/dhs2023/rich600338<blockquote class="wp-embedded-content" data-secret="iAcrfWAAVJ"><a href="https://www.analyticsvidhya.com/dhs-2023/session/building-qa-systems-using-llamaindex/">Building QA Systems using LlamaIndex</a></blockquote><iframe sandbox="allow-scripts" security="restricted" src="https://www.analyticsvidhya.com/dhs-2023/session/building-qa-systems-using-llamaindex/embed/#?secret=iAcrfWAAVJ" width="600" height="338" title="“Building QA Systems using LlamaIndex” — DataHack Summit 2023" data-secret="iAcrfWAAVJ" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" class="wp-embedded-content"></iframe><script type="text/javascript"> /*! This file is auto-generated */ !function(c,l){"use strict";var e=!1,o=!1;if(l.querySelector)if(c.addEventListener)e=!0;if(c.wp=c.wp||{},c.wp.receiveEmbedMessage);else if(c.wp.receiveEmbedMessage=function(e){var t=e.data;if(!t);else if(!(t.secret||t.message||t.value));else if(/[^a-zA-Z0-9]/.test(t.secret));else{for(var r,s,a,i=l.querySelectorAll('iframe[data-secret="'+t.secret+'"]'),n=l.querySelectorAll('blockquote[data-secret="'+t.secret+'"]'),o=0;o<n.length;o++)n[o].style.display="none";for(o=0;o<i.length;o++)if(r=i[o],e.source!==r.contentWindow);else{if(r.removeAttribute("style"),"height"===t.message){if(1e3<(s=parseInt(t.value,10)))s=1e3;else if(~~s<200)s=200;r.height=s}if("link"===t.message)if(s=l.createElement("a"),a=l.createElement("a"),s.href=r.getAttribute("src"),a.href=t.value,a.host===s.host)if(l.activeElement===r)c.top.location.href=t.value}}},e)c.addEventListener("message",c.wp.receiveEmbedMessage,!1),l.addEventListener("DOMContentLoaded",t,!1),c.addEventListener("load",t,!1);function t(){if(o);else{o=!0;for(var e,t,r,s=-1!==navigator.appVersion.indexOf("MSIE 10"),a=!!navigator.userAgent.match(/Trident.*rv:11\./),i=l.querySelectorAll("iframe.wp-embedded-content"),n=0;n<i.length;n++){if(!(r=(t=i[n]).getAttribute("data-secret")))r=Math.random().toString(36).substr(2,10),t.src+="#?secret="+r,t.setAttribute("data-secret",r);if(s||a)(e=t.cloneNode(!0)).removeAttribute("security"),t.parentNode.replaceChild(e,t);t.contentWindow.postMessage({message:"ready",secret:r},"*")}}}}(window,document); </script> https://www.analyticsvidhya.com/dhs-2023/wp-content/uploads/2023/06/Building-QA-Systems.jpg500250“In the session, the innovative LlamaIndex and its applications in the development of question-answering (QA) systems will be explored. LlamaIndex, a powerful tool that enhances the knowledge generation and reasoning capabilities of large language models (LLMs) by integrating private data, will be discussed in detail. The key components of LlamaIndex, including data connectors, indices, and […]