1.0SparkOne() Labs Official Sitehttps://sparkonelabs.com/homeadminhttps://sparkonelabs.com/home/author/admin/rich600338<blockquote class="wp-embedded-content" data-secret="J9H0R0IdSb"><a href="https://sparkonelabs.com/home/2024/09/30/rag-hybrid-keyword-and-context-retrieval/">RAG Hybrid Keyword and Context Retrieval</a></blockquote><iframe sandbox="allow-scripts" security="restricted" src="https://sparkonelabs.com/home/2024/09/30/rag-hybrid-keyword-and-context-retrieval/embed/#?secret=J9H0R0IdSb" width="600" height="338" title="“RAG Hybrid Keyword and Context Retrieval” — SparkOne() Labs Official Site" data-secret="J9H0R0IdSb" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" class="wp-embedded-content"></iframe><script> /*! This file is auto-generated */ !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); //# sourceURL=https://sparkonelabs.com/home/wp-includes/js/wp-embed.min.js </script> RAG (Retrieval Augmented Generation) is a developing technology for using embedding models to search documents for context based on an embedding generated from the user query. There are problems with the current methods, including loss of contextual information and failure to find relevant information. To circumvent these difficulties, a hybrid keyword search and contextual searchhttps://i0.wp.com/sparkonelabs.com/home/wp-content/uploads/2024/01/logo_sparkone_12.png?fit=1152%2C896&ssl=11152896