LIVE: Semantic Search for Q&A [Design + Code] — Part 2/4 – The Engineering of Conscious Experience

Applied AI Course

Notes for this Session: https://drive.google.com/file/d/1ZzM3uVmR6td0JQ9QfLs7Z0zYR2F4dCln/view?usp=sharing
Announcement Video: https://youtu.be/6q_ez_Cfcik

<iframe></p> <p><a href="https://www.youtube.com/watch?v=3pRgZfjTb0c">Source</a></p> <div class="be1e40beae42d993bafb8643f4ddde8b" data-index="3" style="float: none; margin:10px 0 10px 0; text-align:center;"> <script async src="https://pagead2.googlesyndication.com/pagead/js/adsbygoogle.js"></script> <ins class="adsbygoogle" style="display:block; text-align:center;" data-ad-layout="in-article" data-ad-format="fluid" data-ad-client="ca-pub-9244112244416304" data-ad-slot="4549240677"></ins> <script> (adsbygoogle = window.adsbygoogle || []).push({}); </script> </div> <div style="font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;"></div> </div> </article> <div class="clearfix"></div> <ul class="default-theme-post-navigation"> <li class="theme-nav-previous"><a href="https://theengineeringofconsciousexperience.com/gurukulam-mains-art-history-color-theory-s-santhosh-kumar/" rel="prev"><span class="meta-nav">←</span> GURUKULAM (MAINS) || Art History – Color Theory || S. Santhosh Kumar</a></li> <li class="theme-nav-next"><a href="https://theengineeringofconsciousexperience.com/semiotics-of-the-bicycle/" rel="next">Semiotics of the Bicycle <span class="meta-nav">→</span></a></li> </ul> <div class="clearfix"></div> <h3 class='comment-reply-title'>Similar Posts</h3> <div class="mb-related-posts mb-simple-featured-posts mb-simple-featured-posts-wrap row"> <article class="mb-featured-article col-md-4 px-lg-3 post"> <a class="post-thumbnail" href="https://theengineeringofconsciousexperience.com/2-semantic-web/" aria-hidden="true" tabindex="-1"> <img width="501" height="282" src="https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/05/1621127294_maxresdefault.jpg" class="attachment-magazinebook-featured-image-medium size-magazinebook-featured-image-medium wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/05/1621127294_maxresdefault.jpg 1280w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/05/1621127294_maxresdefault-300x169.jpg 300w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/05/1621127294_maxresdefault-1024x576.jpg 1024w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/05/1621127294_maxresdefault-768x432.jpg 768w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2021/05/1621127294_maxresdefault-520x293.jpg 520w" sizes="(max-width: 501px) 100vw, 501px" /> </a> <span class="cat-links"><a href="https://theengineeringofconsciousexperience.com/category/language/" rel="category tag">Language</a></span> <header class="entry-header"> <h3 class="entry-title"><a href="https://theengineeringofconsciousexperience.com/2-semantic-web/" rel="bookmark">2 Semantic web</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/2-semantic-web/" rel="bookmark"><time class="entry-date published updated" datetime="2019-12-18T10:03:16-07:00">December 18, 2019</time></a></span><span class="byline"><i class="far fa-user-circle"></i><span class="author vcard"><a class="url fn n" href="https://theengineeringofconsciousexperience.com/author/3b1828cd23592a26656f674b633d6ec7/">OU Education</a></span></span> </div> </header> </article> <article class="mb-featured-article col-md-4 px-lg-3 post"> <a class="post-thumbnail" href="https://theengineeringofconsciousexperience.com/vocabulary-vine-understanding-the-meaning-of-words-virtual-tour/" aria-hidden="true" tabindex="-1"> <img width="501" height="282" src="https://theengineeringofconsciousexperience.com/wp-content/uploads/2019/03/1552221403_maxresdefault.jpg" class="attachment-magazinebook-featured-image-medium size-magazinebook-featured-image-medium wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://theengineeringofconsciousexperience.com/wp-content/uploads/2019/03/1552221403_maxresdefault.jpg 1280w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2019/03/1552221403_maxresdefault-300x169.jpg 300w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2019/03/1552221403_maxresdefault-768x432.jpg 768w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2019/03/1552221403_maxresdefault-1024x576.jpg 1024w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2019/03/1552221403_maxresdefault-520x293.jpg 520w" sizes="(max-width: 501px) 100vw, 501px" /> </a> <span class="cat-links"><a href="https://theengineeringofconsciousexperience.com/category/language/" rel="category tag">Language</a></span> <header class="entry-header"> <h3 class="entry-title"><a href="https://theengineeringofconsciousexperience.com/vocabulary-vine-understanding-the-meaning-of-words-virtual-tour/" rel="bookmark">Vocabulary Vine: Understanding the Meaning of Words (Virtual Tour)</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/vocabulary-vine-understanding-the-meaning-of-words-virtual-tour/" rel="bookmark"><time class="entry-date published updated" datetime="2019-03-10T19:36:46-07:00">March 10, 2019</time></a></span><span class="byline"><i class="far fa-user-circle"></i><span class="author vcard"><a class="url fn n" href="https://theengineeringofconsciousexperience.com/author/e8db903f4e578a6307c729ecbd003cce/">The Balanced Literacy Diet</a></span></span> </div> </header> </article> <article class="mb-featured-article col-md-4 px-lg-3 post"> <a class="post-thumbnail" href="https://theengineeringofconsciousexperience.com/25-most-commonly-used-idioms-and-their-meaning/" aria-hidden="true" tabindex="-1"> <img width="501" height="282" src="https://theengineeringofconsciousexperience.com/wp-content/uploads/2020/08/1598361214_maxresdefault.jpg" class="attachment-magazinebook-featured-image-medium size-magazinebook-featured-image-medium wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://theengineeringofconsciousexperience.com/wp-content/uploads/2020/08/1598361214_maxresdefault.jpg 1280w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2020/08/1598361214_maxresdefault-300x169.jpg 300w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2020/08/1598361214_maxresdefault-1024x576.jpg 1024w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2020/08/1598361214_maxresdefault-768x432.jpg 768w, https://theengineeringofconsciousexperience.com/wp-content/uploads/2020/08/1598361214_maxresdefault-520x293.jpg 520w" sizes="(max-width: 501px) 100vw, 501px" /> </a> <span class="cat-links"><a href="https://theengineeringofconsciousexperience.com/category/language/" rel="category tag">Language</a></span> <header class="entry-header"> <h3 class="entry-title"><a href="https://theengineeringofconsciousexperience.com/25-most-commonly-used-idioms-and-their-meaning/" rel="bookmark">25 most commonly used Idioms and their Meaning</a></h3> <div class="entry-meta"> <span class="posted-on"><i class="far fa-calendar-alt"></i><a href="https://theengineeringofconsciousexperience.com/25-most-commonly-used-idioms-and-their-meaning/" rel="bookmark"><time class="entry-date published updated" datetime="2020-08-25T06:13:40-07:00">August 25, 2020</time></a></span><span class="byline"><i class="far fa-user-circle"></i><span class="author vcard"><a class="url fn n" href="https://theengineeringofconsciousexperience.com/author/54e4aa51db3c8b976ec86ce834bedd18/">APPUSERIES</a></span></span> </div> </header> </article> </div> <div id="comments" class="comments-area"> <h5 class="comments-title"> 5 thoughts on “<span>LIVE: Semantic Search for Q&A [Design + Code] — Part 2/4</span>” </h5> <ol class="comment-list"> <li id="comment-275293" class="comment even thread-even depth-1"> <article id="div-comment-275293" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCOQFrq4kLngic1GY4yXwjiA" class="url" rel="ugc external nofollow">Sndr Stpnv</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/live-semantic-search-for-qa-design-code-part-2-4/#comment-275293"><time datetime="2020-05-31T08:39:51-07:00">May 31, 2020 at 8:39 am</time></a> </div> </footer> <div class="comment-content"> <p>what software you use to draw you slides: black background and colorful notices?</p> </div> </article> </li> <li id="comment-275292" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-275292" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCOQFrq4kLngic1GY4yXwjiA" class="url" rel="ugc external nofollow">Sndr Stpnv</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/live-semantic-search-for-qa-design-code-part-2-4/#comment-275292"><time datetime="2020-05-31T08:40:08-07:00">May 31, 2020 at 8:40 am</time></a> </div> </footer> <div class="comment-content"> <p>do you have website?</p> </div> </article> </li> <li id="comment-275291" class="comment even thread-even depth-1"> <article id="div-comment-275291" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC9mIktVHYEHFmx_suEUvZHw" class="url" rel="ugc external nofollow">Mohanakrishna Vanamala Hariprasad</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/live-semantic-search-for-qa-design-code-part-2-4/#comment-275291"><time datetime="2020-05-31T17:09:50-07:00">May 31, 2020 at 5:09 pm</time></a> </div> </footer> <div class="comment-content"> <p>Any specific reason behind using vectors of length 512?</p> </div> </article> </li> <li id="comment-275290" class="comment odd alt thread-odd thread-alt depth-1"> <article id="div-comment-275290" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UC_1Q-8SlNb8UzqttF8AJoeQ" class="url" rel="ugc external nofollow">Techjackie</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/live-semantic-search-for-qa-design-code-part-2-4/#comment-275290"><time datetime="2021-09-17T23:04:48-07:00">September 17, 2021 at 11:04 pm</time></a> </div> </footer> <div class="comment-content"> <p>Thanks for the explanation. Quick question, why do we still need an inverted index when we can just use things like an embedding index to compute for the semantics and get the results?</p> </div> </article> </li> <li id="comment-275289" class="comment even thread-even depth-1"> <article id="div-comment-275289" class="comment-body"> <footer class="comment-meta"> <div class="comment-author vcard"> <b class="fn"><a href="https://www.youtube.com/channel/UCq1Q0To_I0RKFZucds5HwDg" class="url" rel="ugc external nofollow">sai karthik</a></b> <span class="says">says:</span> </div> <div class="comment-metadata"> <a href="https://theengineeringofconsciousexperience.com/live-semantic-search-for-qa-design-code-part-2-4/#comment-275289"><time datetime="2022-06-29T07:19:00-07:00">June 29, 2022 at 7:19 am</time></a> </div> </footer> <div class="comment-content"> <p>When the query is a mixture of both text and maths equations like x + y = 2, do we have to extract the equation first and create separate vectors for equation and text part and then feed to ES. Can you provide some clarity on this? I am confused…</p> </div> </article> </li> </ol> <p class="no-comments">Comments are closed.</p> </div> </main> </div> <div class="col-md-3 px-lg-3 "> </div> </div> </div> </div> <footer id="colophon" class="site-footer"> <div class="container"> <div class="row"> <div class="col-md-12 text-center"> <div class="site-info"> <span> Powered By: <a href="https://wordpress.org/" target="_blank">WordPress</a> </span> <span class="sep"> | </span> <span> Theme: <a href="https://odiethemes.com/themes/magazinebook/" target="_blank">MagazineBook</a> By OdieThemes </span> </div> </div> </div> </div> </footer> </div> <script>(function(){var advanced_ads_ga_UID="UA-88163215-1",advanced_ads_ga_anonymIP=!!1;window.advanced_ads_check_adblocker=function(t){var n=[],e=null;function a(t){var n=window.requestAnimationFrame||window.mozRequestAnimationFrame||window.webkitRequestAnimationFrame||function(t){return setTimeout(t,16)};n.call(window,t)}return a((function(){var t=document.createElement("div");t.innerHTML=" ",t.setAttribute("class","ad_unit ad-unit text-ad text_ad pub_300x250"),t.setAttribute("style","width: 1px !important; height: 1px !important; position: absolute !important; left: 0px !important; top: 0px !important; overflow: hidden !important;"),document.body.appendChild(t),a((function(){var a,o,i=null===(a=(o=window).getComputedStyle)||void 0===a?void 0:a.call(o,t),d=null==i?void 0:i.getPropertyValue("-moz-binding");e=i&&"none"===i.getPropertyValue("display")||"string"==typeof d&&-1!==d.indexOf("about:");for(var c=0,r=n.length;c<r;c++)n[c](e);n=[]}))})),function(t){"undefined"==typeof advanced_ads_adblocker_test&&(e=!0),null!==e?t(e):n.push(t)}}(),function(){function t(t){this.UID=t,this.analyticsObject="function"==typeof gtag;var n=this;return this.count=function(){gtag("event","AdBlock",{event_category:"Advanced Ads",event_label:"Yes",non_interaction:!0,send_to:n.UID})},function(){if(!n.analyticsObject){var e=document.createElement("script");e.src="https://www.googletagmanager.com/gtag/js?id="+t,e.async=!0,document.body.appendChild(e),window.dataLayer=window.dataLayer||[],window.gtag=function(){dataLayer.push(arguments)},n.analyticsObject=!0,gtag("js",new Date)}var a={send_page_view:!1,transport_type:"beacon"};window.advanced_ads_ga_anonymIP&&(a.anonymize_ip=!0),gtag("config",t,a)}(),this}advanced_ads_check_adblocker((function(n){n&&new t(advanced_ads_ga_UID).count()}))}();})();</script><div style="clear:both;width:100%;text-align:center; font-size:11px; "><a target="_blank" title="WP2Social Auto Publish" href="https://xyzscripts.com/wordpress-plugins/facebook-auto-publish/compare" >WP2Social Auto Publish</a> Powered By : <a target="_blank" title="PHP Scripts & Programs" href="http://www.xyzscripts.com" >XYZScripts.com</a></div><script type="text/javascript" src="https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/navigation.js?ver=1.0.9" id="magazinebook-navigation-js"></script> <script type="text/javascript" src="https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/skip-link-focus-fix.js?ver=1.0.9" id="magazinebook-skip-link-focus-fix-js"></script> <script type="text/javascript" src="https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/jquery.easy-ticker.js?ver=3.1.0" id="magazinebook-news-ticker-js"></script> <script type="text/javascript" src="https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/splide.min.js?ver=2.3.1" id="splide-js-js"></script> <script type="text/javascript" src="https://theengineeringofconsciousexperience.com/wp-content/themes/magazinebook/js/theme.js?ver=1.0.9" id="magazinebook-theme-js-js"></script> <script>!function(){window.advanced_ads_ready_queue=window.advanced_ads_ready_queue||[],advanced_ads_ready_queue.push=window.advanced_ads_ready;for(var d=0,a=advanced_ads_ready_queue.length;d<a;d++)advanced_ads_ready(advanced_ads_ready_queue[d])}();</script> </body> </html>