{"id":26412,"date":"2026-07-31T11:09:20","date_gmt":"2026-07-31T11:09:20","guid":{"rendered":"http:\/\/10.206.208.27\/retrieval-augmented-generation\/"},"modified":"2026-09-09T15:28:16","modified_gmt":"2026-09-09T15:28:16","slug":"retrieval-augmented-generation","status":"publish","type":"post","link":"https:\/\/www.almawavelabs.com\/pt-br\/retrieval-augmented-generation\/","title":{"rendered":"Retrieval Augmented Generation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"26412\" class=\"elementor elementor-26412 elementor-26402\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e89492a e-flex e-con-boxed e-con e-parent\" data-id=\"1e89492a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7e87632e e-con-full e-flex e-con e-child\" data-id=\"7e87632e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;position&quot;:&quot;fixed&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-400a3602 elementor-widget elementor-widget-lqd-particles\" data-id=\"400a3602\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-particles.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-particles-container\" id=\"lqd-particles-400a3602\"><\/div>\n\n\t\t\t\t\t<script>\n\t\t\t\t(() => {\n\t\t\t\t\tasync function run() {\n\t\t\t\t\t\tconst el = document.querySelector('.elementor-element-400a3602');\n\t\t\t\t\t\tconst particles = await tsParticles.load('lqd-particles-400a3602', {\"particles\":{\"number\":{\"value\":3},\"color\":{\"value\":[\"#94B3FD\",\"#C69DFC\",\"#99FEFF\"]},\"shape\":{\"type\":[\"circle\"]},\"opacity\":{\"value\":1},\"size\":{\"value\":80},\"move\":{\"attract\":{\"rotateX\":3000,\"rotateY\":1500}}},\"interactivity\":[],\"retina_detect\":true,\"fullScreen\":false});\n\t\t\t\t\t\tparticles.pause();\n\t\t\t\t\t\tnew IntersectionObserver(([entry]) => {\n\t\t\t\t\t\t\tif ( entry.isIntersecting ) {\n\t\t\t\t\t\t\t\tparticles.play();\n\t\t\t\t\t\t\t} else {\n\t\t\t\t\t\t\t\tparticles.pause();\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}).observe(el);\n\t\t\t\t\t}\n\t\t\t\t\tif ( typeof tsParticles === 'object' ) {\n\t\t\t\t\t\trun();\n\t\t\t\t\t} else {\n\t\t\t\t\t\tdocument.addEventListener('DOMContentLoaded', function () {\n\t\t\t\t\t\t\trun();\n\t\t\t\t\t\t}, false);\n\t\t\t\t\t}\n\t\t\t\t})();\n\t\t\t<\/script>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3025dc4d e-con-full e-flex e-con e-child\" data-id=\"3025dc4d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-74d544e6 elementor-widget elementor-widget-post-info\" data-id=\"74d544e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-76bcd87 elementor-inline-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.almawavelabs.com\/resources\/blog\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"akar-icons ai-pointer-down-fill\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tBlog\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d3ecb4a lqd-text-tag-h1 elementor-widget elementor-widget-lqd-text\" data-id=\"3d3ecb4a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"lqd-text-el m-0 p-0\"><span class=\"lqd-text-item relative elementor-repeater-item-bf9da0f block\">Retrieval Augmented Generation<\/span><\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-3d3ecb4a {\n   transform: translate3d(0px,30px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"3d3ecb4a\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.065,from:'start'},delay:0,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'self',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script>\t\t<div class=\"elementor-element elementor-element-5b8504d0 lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"5b8504d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow\">\n\n\t\t\t\n\t\t\t<h2 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Fuel Generative AI with Retrieval Capabilities<\/h2>\n\t\t<div class=\"relative transition-colors lqd-box-description\"><p>Stemming from the well known limitations of LLMs in providing factually accurate and contextually relevant information, RAG leverages sophisticated algorithms to resolve complex information retrieval tasks within Generative AI systems.<\/p><p>Improving response reliability, RAG is essential for business applications that depend on specific knowledge and certified datasets.<\/p><\/div>\n\n\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-453d8040 e-con-full elementor-hidden-mobile elementor-hidden-tablet e-flex e-con e-child\" data-id=\"453d8040\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6983ea7 elementor-widget__width-initial elementor-absolute e-transform elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6983ea7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.2,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#Essence\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Essence\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-asterisk\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M478.21 334.093L336 256l142.21-78.093c11.795-6.477 15.961-21.384 9.232-33.037l-19.48-33.741c-6.728-11.653-21.72-15.499-33.227-8.523L296 186.718l3.475-162.204C299.763 11.061 288.937 0 275.48 0h-38.96c-13.456 0-24.283 11.061-23.994 24.514L216 186.718 77.265 102.607c-11.506-6.976-26.499-3.13-33.227 8.523l-19.48 33.741c-6.728 11.653-2.562 26.56 9.233 33.037L176 256 33.79 334.093c-11.795 6.477-15.961 21.384-9.232 33.037l19.48 33.741c6.728 11.653 21.721 15.499 33.227 8.523L216 325.282l-3.475 162.204C212.237 500.939 223.064 512 236.52 512h38.961c13.456 0 24.283-11.061 23.995-24.514L296 325.282l138.735 84.111c11.506 6.976 26.499 3.13 33.227-8.523l19.48-33.741c6.728-11.653 2.563-26.559-9.232-33.036z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div 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>\n\t\t\t\t\t\t\tFunctioning\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59b7a136 elementor-widget__width-initial elementor-absolute e-transform elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"59b7a136\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.2,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#Applications\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Applications\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"akar-icons ai-edit\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#Applications\" >\n\t\t\t\t\t\t\tApplications\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ceffbc elementor-widget__width-initial elementor-absolute e-transform elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6ceffbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.2,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#Considerations\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Sfide\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"akar-icons ai-chess\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#Considerations\" >\n\t\t\t\t\t\t\tSfide\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cfb0698 elementor-widget__width-initial elementor-absolute e-transform elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"1cfb0698\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;_transform_scale_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.2,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#Approach\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Approach\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-star\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M528.1 171.5L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6zM388.6 312.3l23.7 138.4L288 385.4l-124.3 65.3 23.7-138.4-100.6-98 139-20.2 62.2-126 62.2 126 139 20.2-100.6 98z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#Approach\" >\n\t\t\t\t\t\t\tApproach\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a52a6d6 e-con-full elementor-hidden-desktop e-flex e-con e-child\" data-id=\"6a52a6d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43d75495 elementor-widget__width-initial lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"43d75495\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow lqd-transform-3d\">\n\n\t\t\t\n\t\t\t<span class=\"lqd-bg-layer lqd-color-wrap lqd-bg-color-wrap block w-full h-full rounded-inherit overflow-hidden elementor-repeater-item-84be20a-43d75495 lqd-bg-layer-box-content absolute top-0 start-0 z-0\"><\/span>\n\t\t<span class=\"lqd-box-icon inline-flex shrink-0 grow-0 basis-auto items-center justify-center relative transition-all\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-asterisk\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M478.21 334.093L336 256l142.21-78.093c11.795-6.477 15.961-21.384 9.232-33.037l-19.48-33.741c-6.728-11.653-21.72-15.499-33.227-8.523L296 186.718l3.475-162.204C299.763 11.061 288.937 0 275.48 0h-38.96c-13.456 0-24.283 11.061-23.994 24.514L216 186.718 77.265 102.607c-11.506-6.976-26.499-3.13-33.227 8.523l-19.48 33.741c-6.728 11.653-2.562 26.56 9.233 33.037L176 256 33.79 334.093c-11.795 6.477-15.961 21.384-9.232 33.037l19.48 33.741c6.728 11.653 21.721 15.499 33.227 8.523L216 325.282l-3.475 162.204C212.237 500.939 223.064 512 236.52 512h38.961c13.456 0 24.283-11.061 23.995-24.514L296 325.282l138.735 84.111c11.506 6.976 26.499 3.13 33.227-8.523l19.48-33.741c6.728-11.653 2.563-26.559-9.232-33.036z\"><\/path><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Essence<\/h3>\n\t\t<\/div>\n\n\t\t\t\t\t<a href=\"#Essence\" class=\"inline-block w-full h-full absolute top-0 start-0 z-2\"><\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"43d75495\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidHover3d',options:{intensity:0.5,ui:{items:'.elementor-widget-container'}}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><style>.elementor-element-43d75495 .elementor-repeater-item-84be20a-43d75495{opacity:0;background-color:linear-gradient(160deg, var(--e-global-color-primary)  0%,var(--e-global-color-accent)  100%)}@media (max-width:1024px){.elementor-element-43d75495 .elementor-repeater-item-84be20a-43d75495{opacity:0}}@media (max-width:767px){.elementor-element-43d75495 .elementor-repeater-item-84be20a-43d75495{opacity:0}}<\/style>\t\t<div class=\"elementor-element elementor-element-5ebbd108 elementor-widget__width-initial lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"5ebbd108\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow lqd-transform-3d\">\n\n\t\t\t\n\t\t\t<span class=\"lqd-bg-layer lqd-color-wrap lqd-bg-color-wrap block w-full h-full rounded-inherit overflow-hidden elementor-repeater-item-84be20a-5ebbd108 lqd-bg-layer-box-content absolute top-0 start-0 z-0\"><\/span>\n\t\t<span class=\"lqd-box-icon inline-flex shrink-0 grow-0 basis-auto items-center justify-center relative transition-all\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fab-react\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M418.2 177.2c-5.4-1.8-10.8-3.5-16.2-5.1.9-3.7 1.7-7.4 2.5-11.1 12.3-59.6 4.2-107.5-23.1-123.3-26.3-15.1-69.2.6-112.6 38.4-4.3 3.7-8.5 7.6-12.5 11.5-2.7-2.6-5.5-5.2-8.3-7.7-45.5-40.4-91.1-57.4-118.4-41.5-26.2 15.2-34 60.3-23 116.7 1.1 5.6 2.3 11.1 3.7 16.7-6.4 1.8-12.7 3.8-18.6 5.9C38.3 196.2 0 225.4 0 255.6c0 31.2 40.8 62.5 96.3 81.5 4.5 1.5 9 3 13.6 4.3-1.5 6-2.8 11.9-4 18-10.5 55.5-2.3 99.5 23.9 114.6 27 15.6 72.4-.4 116.6-39.1 3.5-3.1 7-6.3 10.5-9.7 4.4 4.3 9 8.4 13.6 12.4 42.8 36.8 85.1 51.7 111.2 36.6 27-15.6 35.8-62.9 24.4-120.5-.9-4.4-1.9-8.9-3-13.5 3.2-.9 6.3-1.9 9.4-2.9 57.7-19.1 99.5-50 99.5-81.7 0-30.3-39.4-59.7-93.8-78.4zM282.9 92.3c37.2-32.4 71.9-45.1 87.7-36 16.9 9.7 23.4 48.9 12.8 100.4-.7 3.4-1.4 6.7-2.3 10-22.2-5-44.7-8.6-67.3-10.6-13-18.6-27.2-36.4-42.6-53.1 3.9-3.7 7.7-7.2 11.7-10.7zM167.2 307.5c5.1 8.7 10.3 17.4 15.8 25.9-15.6-1.7-31.1-4.2-46.4-7.5 4.4-14.4 9.9-29.3 16.3-44.5 4.6 8.8 9.3 17.5 14.3 26.1zm-30.3-120.3c14.4-3.2 29.7-5.8 45.6-7.8-5.3 8.3-10.5 16.8-15.4 25.4-4.9 8.5-9.7 17.2-14.2 26-6.3-14.9-11.6-29.5-16-43.6zm27.4 68.9c6.6-13.8 13.8-27.3 21.4-40.6s15.8-26.2 24.4-38.9c15-1.1 30.3-1.7 45.9-1.7s31 .6 45.9 1.7c8.5 12.6 16.6 25.5 24.3 38.7s14.9 26.7 21.7 40.4c-6.7 13.8-13.9 27.4-21.6 40.8-7.6 13.3-15.7 26.2-24.2 39-14.9 1.1-30.4 1.6-46.1 1.6s-30.9-.5-45.6-1.4c-8.7-12.7-16.9-25.7-24.6-39s-14.8-26.8-21.5-40.6zm180.6 51.2c5.1-8.8 9.9-17.7 14.6-26.7 6.4 14.5 12 29.2 16.9 44.3-15.5 3.5-31.2 6.2-47 8 5.4-8.4 10.5-17 15.5-25.6zm14.4-76.5c-4.7-8.8-9.5-17.6-14.5-26.2-4.9-8.5-10-16.9-15.3-25.2 16.1 2 31.5 4.7 45.9 8-4.6 14.8-10 29.2-16.1 43.4zM256.2 118.3c10.5 11.4 20.4 23.4 29.6 35.8-19.8-.9-39.7-.9-59.5 0 9.8-12.9 19.9-24.9 29.9-35.8zM140.2 57c16.8-9.8 54.1 4.2 93.4 39 2.5 2.2 5 4.6 7.6 7-15.5 16.7-29.8 34.5-42.9 53.1-22.6 2-45 5.5-67.2 10.4-1.3-5.1-2.4-10.3-3.5-15.5-9.4-48.4-3.2-84.9 12.6-94zm-24.5 263.6c-4.2-1.2-8.3-2.5-12.4-3.9-21.3-6.7-45.5-17.3-63-31.2-10.1-7-16.9-17.8-18.8-29.9 0-18.3 31.6-41.7 77.2-57.6 5.7-2 11.5-3.8 17.3-5.5 6.8 21.7 15 43 24.5 63.6-9.6 20.9-17.9 42.5-24.8 64.5zm116.6 98c-16.5 15.1-35.6 27.1-56.4 35.3-11.1 5.3-23.9 5.8-35.3 1.3-15.9-9.2-22.5-44.5-13.5-92 1.1-5.6 2.3-11.2 3.7-16.7 22.4 4.8 45 8.1 67.9 9.8 13.2 18.7 27.7 36.6 43.2 53.4-3.2 3.1-6.4 6.1-9.6 8.9zm24.5-24.3c-10.2-11-20.4-23.2-30.3-36.3 9.6.4 19.5.6 29.5.6 10.3 0 20.4-.2 30.4-.7-9.2 12.7-19.1 24.8-29.6 36.4zm130.7 30c-.9 12.2-6.9 23.6-16.5 31.3-15.9 9.2-49.8-2.8-86.4-34.2-4.2-3.6-8.4-7.5-12.7-11.5 15.3-16.9 29.4-34.8 42.2-53.6 22.9-1.9 45.7-5.4 68.2-10.5 1 4.1 1.9 8.2 2.7 12.2 4.9 21.6 5.7 44.1 2.5 66.3zm18.2-107.5c-2.8.9-5.6 1.8-8.5 2.6-7-21.8-15.6-43.1-25.5-63.8 9.6-20.4 17.7-41.4 24.5-62.9 5.2 1.5 10.2 3.1 15 4.7 46.6 16 79.3 39.8 79.3 58 0 19.6-34.9 44.9-84.8 61.4zm-149.7-15c25.3 0 45.8-20.5 45.8-45.8s-20.5-45.8-45.8-45.8c-25.3 0-45.8 20.5-45.8 45.8s20.5 45.8 45.8 45.8z\"><\/path><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Functioning<\/h3>\n\t\t<\/div>\n\n\t\t\t\t\t<a href=\"#Functioning\" class=\"inline-block w-full h-full absolute top-0 start-0 z-2\"><\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"5ebbd108\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidHover3d',options:{intensity:0.5,ui:{items:'.elementor-widget-container'}}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><style>.elementor-element-5ebbd108 .elementor-repeater-item-84be20a-5ebbd108{opacity:0;background-color:linear-gradient(160deg, var(--e-global-color-primary)  0%,var(--e-global-color-accent)  100%)}@media (max-width:1024px){.elementor-element-5ebbd108 .elementor-repeater-item-84be20a-5ebbd108{opacity:0}}@media (max-width:767px){.elementor-element-5ebbd108 .elementor-repeater-item-84be20a-5ebbd108{opacity:0}}<\/style>\t\t<div class=\"elementor-element elementor-element-3c9bc11 elementor-widget__width-initial lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"3c9bc11\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow lqd-transform-3d\">\n\n\t\t\t\n\t\t\t<span class=\"lqd-bg-layer lqd-color-wrap lqd-bg-color-wrap block w-full h-full rounded-inherit overflow-hidden elementor-repeater-item-84be20a-3c9bc11 lqd-bg-layer-box-content absolute top-0 start-0 z-0\"><\/span>\n\t\t<span class=\"lqd-box-icon inline-flex shrink-0 grow-0 basis-auto items-center justify-center relative transition-all\"><svg class=\"lqd-akar-icon w-1em h-auto lqd-menu-icon \" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"36\" height=\"36\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M16.474 5.408l2.118 2.117m-.756-3.982L12.109 9.27a2.118 2.118 0 0 0-.58 1.082L11 13l2.648-.53c.41-.082.786-.283 1.082-.579l5.727-5.727a1.853 1.853 0 1 0-2.621-2.621z\"><\/path><path d=\"M19 15v3a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V7a2 2 0 0 1 2-2h3\"><\/path><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Applications<\/h3>\n\t\t<\/div>\n\n\t\t\t\t\t<a href=\"#Applications\" class=\"inline-block w-full h-full absolute top-0 start-0 z-2\"><\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"3c9bc11\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidHover3d',options:{intensity:0.5,ui:{items:'.elementor-widget-container'}}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><style>.elementor-element-3c9bc11 .elementor-repeater-item-84be20a-3c9bc11{opacity:0;background-color:linear-gradient(160deg, var(--e-global-color-primary)  0%,var(--e-global-color-accent)  100%)}@media (max-width:1024px){.elementor-element-3c9bc11 .elementor-repeater-item-84be20a-3c9bc11{opacity:0}}@media (max-width:767px){.elementor-element-3c9bc11 .elementor-repeater-item-84be20a-3c9bc11{opacity:0}}<\/style>\t\t<div class=\"elementor-element elementor-element-3de1a08e elementor-widget__width-initial lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"3de1a08e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow lqd-transform-3d\">\n\n\t\t\t\n\t\t\t<span class=\"lqd-bg-layer lqd-color-wrap lqd-bg-color-wrap block w-full h-full rounded-inherit overflow-hidden elementor-repeater-item-84be20a-3de1a08e lqd-bg-layer-box-content absolute top-0 start-0 z-0\"><\/span>\n\t\t<span class=\"lqd-box-icon inline-flex shrink-0 grow-0 basis-auto items-center justify-center relative transition-all\"><svg class=\"lqd-akar-icon w-1em h-auto lqd-menu-icon \" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"36\" height=\"36\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M13.533 3.81L8 2l1 4-5.37 4.475A1.75 1.75 0 0 0 3 11.82v0c0 .617.537 1.088 1.127.986L9 12l-2.097 7h10.614l1.283-5.745c.913-4.088-1.386-8.21-5.267-9.445z\"><\/path><path d=\"M4 21a2 2 0 0 1 2-2h12a2 2 0 0 1 2 2v1H4v-1z\"><\/path><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Challenges<\/h3>\n\t\t<\/div>\n\n\t\t\t\t\t<a href=\"#Considerations\" class=\"inline-block w-full h-full absolute top-0 start-0 z-2\"><\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"3de1a08e\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidHover3d',options:{intensity:0.5,ui:{items:'.elementor-widget-container'}}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><style>.elementor-element-3de1a08e .elementor-repeater-item-84be20a-3de1a08e{opacity:0;background-color:linear-gradient(160deg, var(--e-global-color-primary)  0%,var(--e-global-color-accent)  100%)}@media (max-width:1024px){.elementor-element-3de1a08e .elementor-repeater-item-84be20a-3de1a08e{opacity:0}}@media (max-width:767px){.elementor-element-3de1a08e .elementor-repeater-item-84be20a-3de1a08e{opacity:0}}<\/style>\t\t<div class=\"elementor-element elementor-element-643af918 elementor-widget__width-initial lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"643af918\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow lqd-transform-3d\">\n\n\t\t\t\n\t\t\t<span class=\"lqd-bg-layer lqd-color-wrap lqd-bg-color-wrap block w-full h-full rounded-inherit overflow-hidden elementor-repeater-item-84be20a-643af918 lqd-bg-layer-box-content absolute top-0 start-0 z-0\"><\/span>\n\t\t<span class=\"lqd-box-icon inline-flex shrink-0 grow-0 basis-auto items-center justify-center relative transition-all\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-far-star\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M528.1 171.5L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6zM388.6 312.3l23.7 138.4L288 385.4l-124.3 65.3 23.7-138.4-100.6-98 139-20.2 62.2-126 62.2 126 139 20.2-100.6 98z\"><\/path><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">AIWave Approach<\/h3>\n\t\t<\/div>\n\n\t\t\t\t\t<a href=\"#Approach\" class=\"inline-block w-full h-full absolute top-0 start-0 z-2\"><\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"643af918\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidHover3d',options:{intensity:0.5,ui:{items:'.elementor-widget-container'}}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><style>.elementor-element-643af918 .elementor-repeater-item-84be20a-643af918{opacity:0;background-color:linear-gradient(160deg, var(--e-global-color-primary)  0%,var(--e-global-color-accent)  100%)}@media (max-width:1024px){.elementor-element-643af918 .elementor-repeater-item-84be20a-643af918{opacity:0}}@media (max-width:767px){.elementor-element-643af918 .elementor-repeater-item-84be20a-643af918{opacity:0}}<\/style>\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4817f3e3 e-flex e-con-boxed e-con e-parent\" data-id=\"4817f3e3\" data-element_type=\"container\" data-e-type=\"container\" id=\"Essence\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54106abc elementor-absolute e-transform e-transform e-transform elementor-widget elementor-widget-lqd-draw-shape\" data-id=\"54106abc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;_transform_rotateZ_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:30,&quot;sizes&quot;:[]},&quot;_transform_flipX_effect&quot;:&quot;transform&quot;,&quot;_transform_flipY_effect&quot;:&quot;transform&quot;,&quot;_transform_rotateZ_effect_tablet&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_rotateZ_effect_mobile&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"lqd-draw-shape.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<figure class=\"lqd-draw-shape\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"3348\" height=\"1268\" viewBox=\"0 0 3348 1268\" fill=\"none\"><path d=\"M3335.07 947.384C3039.84 916.943 2757.07 859.706 2504.78 768.072C2380.3 722.85 2265.57 670.645 2164.71 612.655C2068.62 557.392 1931.29 476.45 1966.22 403.405C1997.92 337.062 2154.71 329.691 2277.06 345.403C2414.35 363.031 2540.63 411.679 2637.04 464.258C2840.79 575.378 2956.38 727.729 2968.26 868.182C2981.4 1024.08 2832.42 1152.5 2556.61 1214.5C2274.81 1277.85 1935.36 1260.23 1625.13 1209.56C1064.06 1117.94 552.382 920.142 228.822 669.764C128.163 591.859 46.6816 507.907 22.0184 419.06C-3.58409 326.696 28.0391 233.189 113.933 156.318C188.058 89.9429 307.94 31.1887 467.041 16.1169C617.833 1.82558 793.275 32.9053 889.015 101.525\" stroke=\"#E3D5F4\" stroke-width=\"25\" stroke-linecap=\"round\"><\/path><\/svg>\t\t<\/figure>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"54106abc\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidDrawShape',options:{drawSVG:'0%',stagger:0,start:'top bottom',end:'bottom 40%',scrub:3,ease:'linear'}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><div class=\"elementor-element elementor-element-7e8d9f0f e-con-full e-flex e-con e-child\" data-id=\"7e8d9f0f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57e77abb lqd-text-tag-h2 elementor-widget elementor-widget-lqd-text\" data-id=\"57e77abb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-text.default\" data-lqd-has-inner-animatables=\"true\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"lqd-text-el m-0 p-0\" data-lqd-split-text-el=\"1\" data-lqd-split-type=\"words\"><span class=\"lqd-text-item relative elementor-repeater-item-88d20b9\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>The<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>essence<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>of<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el><\/span><\/span><span class=\"lqd-text-item relative elementor-repeater-item-a2220b0\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>RAG<\/span><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-57e77abb .lqd-split-text-words {\n   transform: translate3d(0px,50px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"57e77abb\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidSplitText',options:{splitDoneFromBackend:true,splitType:'words'}},{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.03,from:'start'},delay:0,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'selfAnimatables',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script>\t\t<div class=\"elementor-element elementor-element-3eb81c9a lqd-text-tag-p elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-lqd-text\" data-id=\"3eb81c9a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-text.default\" data-lqd-has-inner-animatables=\"true\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"lqd-text-el m-0 p-0\" data-lqd-split-text-el=\"1\" data-lqd-split-type=\"words\"><span class=\"lqd-text-item relative elementor-repeater-item-2f073dd block\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>RAG<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>enhances<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>Generative<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>AI<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>applications<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>by<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>using<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>a<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>knowledge<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>repository<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>with<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>certified<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>data<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>to<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>generate<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>responses.<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>This<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>process<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>involves<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>extracting<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>relevant<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>information<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>and<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>combining<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>it<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>with<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>the<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>original<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>prompt.<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>It<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>improves<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>the<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>AI's<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>ability<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>to<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>respond<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>to<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>topics<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>it<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>was<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>not<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>trained<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>on<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>and<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>focuses<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>its<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>generation<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>on<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>specific<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>information.<\/span><\/span><span class=\"lqd-text-item relative elementor-repeater-item-638180d block\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>This<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>approach<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>forces<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>LLMs<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>to<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>prefer<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>internal<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>and<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>verified<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>data<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>over<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>other<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>data<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>or<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>hallucinations,<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>preserving<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>context<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>and<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>precision<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>thanks<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>to<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>its<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>two<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>main<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>components.<\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-3eb81c9a .lqd-split-text-words {\n   transform: translate3d(0px,20px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"3eb81c9a\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidSplitText',options:{splitDoneFromBackend:true,splitType:'words'}},{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.015,from:'start'},delay:0,start:'top+=30px 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stop-color=\"#B17AF0\"><\/stop><stop offset=\"1\" stop-color=\"#21E5D9\"><\/stop><\/linearGradient><linearGradient id=\"paint1_linear_102_141\" x1=\"3.47727\" y1=\"8.3216\" x2=\"32.5681\" y2=\"28.3061\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#B17AF0\"><\/stop><stop offset=\"1\" stop-color=\"#21E5D9\"><\/stop><\/linearGradient><linearGradient id=\"paint2_linear_102_141\" x1=\"3.47727\" y1=\"8.3216\" x2=\"32.5681\" y2=\"28.3061\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#B17AF0\"><\/stop><stop offset=\"1\" stop-color=\"#21E5D9\"><\/stop><\/linearGradient><linearGradient id=\"paint3_linear_102_141\" x1=\"3.47727\" y1=\"8.3216\" x2=\"32.5681\" y2=\"28.3061\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#B17AF0\"><\/stop><stop offset=\"1\" stop-color=\"#21E5D9\"><\/stop><\/linearGradient><linearGradient id=\"paint4_linear_102_141\" x1=\"3.47727\" y1=\"8.3216\" x2=\"32.5681\" y2=\"28.3061\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#B17AF0\"><\/stop><stop offset=\"1\" stop-color=\"#21E5D9\"><\/stop><\/linearGradient><linearGradient id=\"paint5_linear_102_141\" x1=\"3.47727\" y1=\"8.3216\" x2=\"32.5681\" y2=\"28.3061\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#B17AF0\"><\/stop><stop offset=\"1\" stop-color=\"#21E5D9\"><\/stop><\/linearGradient><linearGradient id=\"paint6_linear_102_141\" x1=\"3.47727\" y1=\"8.3216\" x2=\"32.5681\" y2=\"28.3061\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#B17AF0\"><\/stop><stop offset=\"1\" stop-color=\"#21E5D9\"><\/stop><\/linearGradient><linearGradient id=\"paint7_linear_102_141\" x1=\"3.47727\" y1=\"8.3216\" x2=\"32.5681\" y2=\"28.3061\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#B17AF0\"><\/stop><stop offset=\"1\" stop-color=\"#21E5D9\"><\/stop><\/linearGradient><linearGradient id=\"paint8_linear_102_141\" x1=\"3.47727\" y1=\"8.3216\" x2=\"32.5681\" y2=\"28.3061\" gradientUnits=\"userSpaceOnUse\"><stop stop-color=\"#B17AF0\"><\/stop><stop offset=\"1\" stop-color=\"#21E5D9\"><\/stop><\/linearGradient><clipPath id=\"clip0_102_141\"><rect width=\"36\" height=\"36\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg><\/span>\n\n\t\t<h5 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Generation Module<\/h5>\n\t\t<div class=\"relative transition-colors lqd-box-description\"><p>This component uses the retrieved information to generate coherent and contextually appropriate text. It employs advanced language models that are trained on large corpora to produce natural-sounding and contextually relevant output.<\/p><\/div>\n\n\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-1ca38c6c {\n   transform: translate3d(0px,30px,0px) scale(0.8, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"1ca38c6c\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.065,from:'start'},delay:0.1,start:'top+=30px 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class=\"w-full h-full\" width=\"65\" height=\"65\" viewBox=\"0 0 65 65\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" preserveAspectRatio=\"none\">\n\t\t\t<circle cx=\"32.5\" cy=\"32.5\" r=\"32.5\" fill=\"url(#paint_7adfa7f5)\"\/>\n\t\t\t<defs>\n\t\t\t\t<linearGradient id=\"paint_7adfa7f5\" x1=\"0\" y1=\"0\" x2=\"65\" y2=\"65\" gradientUnits=\"userSpaceOnUse\">\n\t\t\t\t\t<stop offset=\"0\" stop-color=\"#FF0266\">\n\t\t\t\t\t\t<animate attributeName=\"stop-color\" values=\"#FF0266;\" dur=\"4.25s\" repeatCount=\"indefinite\"><\/animate>\n\t\t\t\t\t<\/stop>\n\t\t\t\t\t<stop offset=\"1\" stop-color=\"#EB89A0\">\n\t\t\t\t\t\t<animate attributeName=\"stop-color\" values=\"#EB89A0;\" dur=\"4.25s\" repeatCount=\"indefinite\"><\/animate>\n\t\t\t\t\t<\/stop>\n\t\t\t\t<\/linearGradient>\n\t\t\t<\/defs>\n\t\t<\/svg>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-4817f3e3 .elementor-repeater-item-d62015d-4817f3e3{background-color:linear-gradient(160deg, #B17AF019  0%,#21E5D919  100%)}<\/style><div class=\"elementor-element elementor-element-179312f6 e-flex e-con-boxed e-con e-parent\" data-id=\"179312f6\" data-element_type=\"container\" data-e-type=\"container\" id=\"Functioning\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4dfee600 elementor-absolute elementor-widget elementor-widget-lqd-glow\" data-id=\"4dfee600\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"lqd-glow.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<svg class=\"w-full h-full\" width=\"65\" height=\"65\" viewBox=\"0 0 65 65\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" preserveAspectRatio=\"none\">\n\t\t\t<circle cx=\"32.5\" cy=\"32.5\" r=\"32.5\" fill=\"url(#paint_4dfee600)\"\/>\n\t\t\t<defs>\n\t\t\t\t<linearGradient id=\"paint_4dfee600\" x1=\"0\" y1=\"0\" x2=\"65\" y2=\"65\" gradientUnits=\"userSpaceOnUse\">\n\t\t\t\t\t<stop offset=\"0\" stop-color=\"#FF0266\">\n\t\t\t\t\t\t<animate attributeName=\"stop-color\" values=\"#FF0266;\" dur=\"4.25s\" repeatCount=\"indefinite\"><\/animate>\n\t\t\t\t\t<\/stop>\n\t\t\t\t\t<stop offset=\"1\" stop-color=\"#EB89A0\">\n\t\t\t\t\t\t<animate attributeName=\"stop-color\" values=\"#EB89A0;\" dur=\"4.25s\" repeatCount=\"indefinite\"><\/animate>\n\t\t\t\t\t<\/stop>\n\t\t\t\t<\/linearGradient>\n\t\t\t<\/defs>\n\t\t<\/svg>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-723b0de e-con-full e-flex e-con e-child\" data-id=\"723b0de\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7dad714c lqd-text-tag-h2 elementor-widget elementor-widget-lqd-text\" data-id=\"7dad714c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-text.default\" data-lqd-has-inner-animatables=\"true\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"lqd-text-el m-0 p-0\" data-lqd-split-text-el=\"1\" data-lqd-split-type=\"words\"><span class=\"lqd-text-item relative elementor-repeater-item-88d20b9\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>How<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>it<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>works<\/span><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-7dad714c .lqd-split-text-words {\n   transform: translate3d(0px,50px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"7dad714c\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidSplitText',options:{splitDoneFromBackend:true,splitType:'words'}},{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.03,from:'start'},delay:0,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'selfAnimatables',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script>\t\t<div class=\"elementor-element elementor-element-63b1bf4b lqd-text-tag-p elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-lqd-text\" data-id=\"63b1bf4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-text.default\" data-lqd-has-inner-animatables=\"true\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"lqd-text-el m-0 p-0\" data-lqd-split-text-el=\"1\" data-lqd-split-type=\"words\"><span class=\"lqd-text-item relative elementor-repeater-item-2f073dd\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>RAG<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>architectures<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>process<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>user<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>queries<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>through<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>a<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>robust,<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>well-defined<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>process<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>that<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>is<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>central<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>to<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>the<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>reliability<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>and<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>success<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>of<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>this<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>technique.<\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-63b1bf4b .lqd-split-text-words {\n   transform: translate3d(0px,20px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"63b1bf4b\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidSplitText',options:{splitDoneFromBackend:true,splitType:'words'}},{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.015,from:'start'},delay:0,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'selfAnimatables',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f9bf7b5 e-con-full e-flex e-con e-child\" data-id=\"f9bf7b5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7608044 e-con-full e-flex e-con e-child\" data-id=\"7608044\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1efe8c04 elementor-widget-tablet__width-initial lqd-steps-layout-vertical lqd-steps-indicator-pos-inline lqd-steps-connector-line elementor-widget elementor-widget-lqd-steps\" data-id=\"1efe8c04\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-steps.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div class=\"lqd-steps-step relative elementor-repeater-item-3aeff74 flex\">\n\t\t\t\t\t\t\t\t\n\t\t<div class=\"lqd-steps-indicator-wrap inline-flex items-center justify-center shrink-0 grow-0 transition-all\">\n\t\t<span class=\"lqd-step-indicator lqd-step-indicator-number transition-all\">1<\/span>\n\n\t\t<\/div>\n\n\t\t\n\t\t<div class=\"lqd-steps-content\"><h5 class=\"lqd-steps-title transition-colors\">Query Input<\/h5><div class=\"lqd-steps-description transition-colors\"><p>The system receives an input query from the user. This could be a question, a request for information, or any other form of textual input.<\/p><\/div><\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\t<div class=\"lqd-steps-step relative elementor-repeater-item-2fb917d flex\">\n\t\t\t\t\t\t\t\t\n\t\t<div class=\"lqd-steps-indicator-wrap inline-flex items-center justify-center shrink-0 grow-0 transition-all\">\n\t\t<span class=\"lqd-step-indicator lqd-step-indicator-number transition-all\">2<\/span>\n\n\t\t<\/div>\n\n\t\t\n\t\t<div class=\"lqd-steps-content\"><h5 class=\"lqd-steps-title transition-colors\">Retrieval Phase<\/h5><div class=\"lqd-steps-description transition-colors\"><p>Using sophisticated search algorithms and indexing techniques, the system searches through the knowledge base to find documents related to the input query.<\/p><\/div><\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\t<div class=\"lqd-steps-step relative elementor-repeater-item-7523005 flex\">\n\t\t\t\t\t\t\t\t\n\t\t<div class=\"lqd-steps-indicator-wrap inline-flex items-center justify-center shrink-0 grow-0 transition-all\">\n\t\t<span class=\"lqd-step-indicator lqd-step-indicator-number transition-all\">3<\/span>\n\n\t\t<\/div>\n\n\t\t\n\t\t<div class=\"lqd-steps-content\"><h5 class=\"lqd-steps-title transition-colors\">Document Scoring and Selection<\/h5><div class=\"lqd-steps-description transition-colors\"><p>Retrieved documents are scored based on their relevance to the query. The most relevant documents are selected for the next phase.<\/p><\/div><\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\t<div class=\"lqd-steps-step relative elementor-repeater-item-81a27cc flex\">\n\t\t\t\t\t\t\t\t\n\t\t<div class=\"lqd-steps-indicator-wrap inline-flex items-center justify-center shrink-0 grow-0 transition-all\">\n\t\t<span class=\"lqd-step-indicator lqd-step-indicator-number transition-all\">4<\/span>\n\n\t\t<\/div>\n\n\t\t\n\t\t<div class=\"lqd-steps-content\"><h5 class=\"lqd-steps-title transition-colors\">Text Generation<\/h5><div class=\"lqd-steps-description transition-colors\"><p>Starting from the selected documents, the generation module uses the LLM to generate a coherent and contextually appropriate response.<\/p><\/div><\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\t<div class=\"lqd-steps-step relative elementor-repeater-item-942e35a flex\">\n\t\t\t\t\t\t\t\t\n\t\t<div class=\"lqd-steps-indicator-wrap inline-flex items-center justify-center shrink-0 grow-0 transition-all\">\n\t\t<span class=\"lqd-step-indicator lqd-step-indicator-number transition-all\">5<\/span>\n\n\t\t<\/div>\n\n\t\t\n\t\t<div class=\"lqd-steps-content\"><h5 class=\"lqd-steps-title transition-colors\">Output Delivery<\/h5><div class=\"lqd-steps-description transition-colors\"><p>The generated text is delivered as the final response to the user.<\/p><\/div><\/div>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0c268b elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-hidden-tablet elementor-widget elementor-widget-lqd-image\" data-id=\"f0c268b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<figure class=\"inline-block relative align-middle overflow-hidden lqd-transform-perspective transition-colors\" data-lqd-look-at-mouse data-lqd-hover3d-el>\n\n\t\t\t\n\t\t\t\t\t\t\t\t<span class=\"lqd-dark:hidden\">\n\t\t\t\t\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"800\" src=\"https:\/\/www.almawavelabs.com\/wp-content\/uploads\/2025\/03\/800x450_RAG-image_AIW.png\" class=\"attachment-full size-full wp-image-15489\" alt=\"\" srcset=\"https:\/\/www.almawavelabs.com\/wp-content\/uploads\/2025\/03\/800x450_RAG-image_AIW.png 450w, https:\/\/www.almawavelabs.com\/wp-content\/uploads\/2025\/03\/800x450_RAG-image_AIW-169x300.png 169w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t<span class=\"hidden lqd-dark:inline\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.aiwave.ai\/wp-content\/uploads\/2024\/08\/process1.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\n\t\t\t\n\t\t<\/figure>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: 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class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"lqd-text-el m-0 p-0\" data-lqd-split-text-el=\"1\" data-lqd-split-type=\"words\"><span class=\"lqd-text-item relative elementor-repeater-item-7823928\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>Applications<\/span><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-1cd93227 .lqd-split-text-words {\n   transform: translate3d(0px,30px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"1cd93227\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidSplitText',options:{splitDoneFromBackend:true,splitType:'words'}},{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.065,from:'start'},delay:0,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'selfAnimatables',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7972664d e-flex e-con-boxed e-con e-child\" data-id=\"7972664d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-16532512 e-con-full e-flex e-con e-child\" data-id=\"16532512\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f12afa1 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"2f12afa1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow\">\n\n\t\t\t\n\t\t\t\n\t\t<span class=\"lqd-box-icon inline-flex shrink-0 grow-0 basis-auto items-center justify-center relative transition-all\"><span class=\"lqd-bg-layer lqd-color-wrap lqd-bg-color-wrap block w-full h-full rounded-inherit overflow-hidden elementor-repeater-item-e5c826e-2f12afa1 lqd-bg-layer-box-icon absolute top-0 start-0 z-0\"><\/span><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-user-friends\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M192 256c61.9 0 112-50.1 112-112S253.9 32 192 32 80 82.1 80 144s50.1 112 112 112zm76.8 32h-8.3c-20.8 10-43.9 16-68.5 16s-47.6-6-68.5-16h-8.3C51.6 288 0 339.6 0 403.2V432c0 26.5 21.5 48 48 48h288c26.5 0 48-21.5 48-48v-28.8c0-63.6-51.6-115.2-115.2-115.2zM480 256c53 0 96-43 96-96s-43-96-96-96-96 43-96 96 43 96 96 96zm48 32h-3.8c-13.9 4.8-28.6 8-44.2 8s-30.3-3.2-44.2-8H432c-20.4 0-39.2 5.9-55.7 15.4 24.4 26.3 39.7 61.2 39.7 99.8v38.4c0 2.2-.5 4.3-.6 6.4H592c26.5 0 48-21.5 48-48 0-61.9-50.1-112-112-112z\"><\/path><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Customer Support<\/h3>\n\t\t<div class=\"relative transition-colors lqd-box-description\"><p>RAG can provide accurate and contextually relevant responses to customer queries, thereby enhancing the overall customer experience.<\/p><\/div>\n\n\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-2f12afa1 {\n   transform: translate3d(0px,30px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"2f12afa1\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.065,from:'start'},delay:0.1,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'self',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><style>.elementor-element-2f12afa1 .elementor-repeater-item-e5c826e-2f12afa1{opacity:0;background-color:#E0BFC9}@media (max-width:1024px){.elementor-element-2f12afa1 .elementor-repeater-item-e5c826e-2f12afa1{opacity:0}}@media (max-width:767px){.elementor-element-2f12afa1 .elementor-repeater-item-e5c826e-2f12afa1{opacity:0}}<\/style>\t\t<div class=\"elementor-element elementor-element-4176da4d elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"4176da4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow\">\n\n\t\t\t\n\t\t\t\n\t\t<span class=\"lqd-box-icon inline-flex shrink-0 grow-0 basis-auto items-center justify-center relative transition-all\"><span class=\"lqd-bg-layer lqd-color-wrap lqd-bg-color-wrap block w-full h-full rounded-inherit overflow-hidden elementor-repeater-item-e5c826e-4176da4d lqd-bg-layer-box-icon absolute top-0 start-0 z-0\"><\/span><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-paper-plane\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M476 3.2L12.5 270.6c-18.1 10.4-15.8 35.6 2.2 43.2L121 358.4l287.3-253.2c5.5-4.9 13.3 2.6 8.6 8.3L176 407v80.5c0 23.6 28.5 32.9 42.5 15.8L282 426l124.6 52.2c14.2 6 30.4-2.9 33-18.2l72-432C515 7.8 493.3-6.8 476 3.2z\"><\/path><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Virtual Assistants<\/h3>\n\t\t<div class=\"relative transition-colors lqd-box-description\"><p>Virtual assistants, such as chatbots, can leverage RAG to generate informative and helpful responses, improving their utility and user satisfaction.<\/p><\/div>\n\n\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-4176da4d {\n   transform: translate3d(0px,30px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"4176da4d\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.065,from:'start'},delay:0,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'self',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><style>.elementor-element-4176da4d .elementor-repeater-item-e5c826e-4176da4d{opacity:0;background-color:#21E5D956}@media (max-width:1024px){.elementor-element-4176da4d .elementor-repeater-item-e5c826e-4176da4d{opacity:0}}@media (max-width:767px){.elementor-element-4176da4d .elementor-repeater-item-e5c826e-4176da4d{opacity:0}}<\/style>\t\t<div class=\"elementor-element elementor-element-79908c0d elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"79908c0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow\">\n\n\t\t\t\n\t\t\t\n\t\t<span class=\"lqd-box-icon inline-flex shrink-0 grow-0 basis-auto items-center justify-center relative transition-all\"><span class=\"lqd-bg-layer lqd-color-wrap lqd-bg-color-wrap block w-full h-full rounded-inherit overflow-hidden elementor-repeater-item-e5c826e-79908c0d lqd-bg-layer-box-icon absolute top-0 start-0 z-0\"><\/span><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-pen-nib\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M136.6 138.79a64.003 64.003 0 0 0-43.31 41.35L0 460l14.69 14.69L164.8 324.58c-2.99-6.26-4.8-13.18-4.8-20.58 0-26.51 21.49-48 48-48s48 21.49 48 48-21.49 48-48 48c-7.4 0-14.32-1.81-20.58-4.8L37.31 497.31 52 512l279.86-93.29a64.003 64.003 0 0 0 41.35-43.31L416 224 288 96l-151.4 42.79zm361.34-64.62l-60.11-60.11c-18.75-18.75-49.16-18.75-67.91 0l-56.55 56.55 128.02 128.02 56.55-56.55c18.75-18.75 18.75-49.15 0-67.91z\"><\/path><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Content Creation<\/h3>\n\t\t<div class=\"relative transition-colors lqd-box-description\"><p>RAG can assist in content creation by generating contextually relevant text based on a given prompt, which is useful for tasks like report writing, article generation, and social media content creation.<\/p><\/div>\n\n\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-79908c0d {\n   transform: translate3d(0px,30px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"79908c0d\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.065,from:'start'},delay:0.2,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'self',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><style>.elementor-element-79908c0d .elementor-repeater-item-e5c826e-79908c0d{opacity:0;background-color:#E8CEC3}@media (max-width:1024px){.elementor-element-79908c0d .elementor-repeater-item-e5c826e-79908c0d{opacity:0}}@media (max-width:767px){.elementor-element-79908c0d .elementor-repeater-item-e5c826e-79908c0d{opacity:0}}<\/style>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-75fffbec e-con-full e-flex e-con e-child\" data-id=\"75fffbec\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6fc9118e elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"6fc9118e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow\">\n\n\t\t\t\n\t\t\t\n\t\t<span class=\"lqd-box-icon inline-flex shrink-0 grow-0 basis-auto items-center justify-center relative transition-all\"><span class=\"lqd-bg-layer lqd-color-wrap lqd-bg-color-wrap block w-full h-full rounded-inherit overflow-hidden elementor-repeater-item-e5c826e-6fc9118e lqd-bg-layer-box-icon absolute top-0 start-0 z-0\"><\/span><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-book-reader\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M352 96c0-53.02-42.98-96-96-96s-96 42.98-96 96 42.98 96 96 96 96-42.98 96-96zM233.59 241.1c-59.33-36.32-155.43-46.3-203.79-49.05C13.55 191.13 0 203.51 0 219.14v222.8c0 14.33 11.59 26.28 26.49 27.05 43.66 2.29 131.99 10.68 193.04 41.43 9.37 4.72 20.48-1.71 20.48-11.87V252.56c-.01-4.67-2.32-8.95-6.42-11.46zm248.61-49.05c-48.35 2.74-144.46 12.73-203.78 49.05-4.1 2.51-6.41 6.96-6.41 11.63v245.79c0 10.19 11.14 16.63 20.54 11.9 61.04-30.72 149.32-39.11 192.97-41.4 14.9-.78 26.49-12.73 26.49-27.06V219.14c-.01-15.63-13.56-28.01-29.81-27.09z\"><\/path><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Educational Tools<\/h3>\n\t\t<div class=\"relative transition-colors lqd-box-description\"><p>Educational platforms can use RAG to provide detailed explanations and answers to students&#8217; questions, aiding in the learning process.<\/p><\/div>\n\n\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-6fc9118e {\n   transform: translate3d(0px,30px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"6fc9118e\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.065,from:'start'},delay:0.2,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'self',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><style>.elementor-element-6fc9118e .elementor-repeater-item-e5c826e-6fc9118e{opacity:0;background-color:#C2DEDD}@media (max-width:1024px){.elementor-element-6fc9118e .elementor-repeater-item-e5c826e-6fc9118e{opacity:0}}@media (max-width:767px){.elementor-element-6fc9118e .elementor-repeater-item-e5c826e-6fc9118e{opacity:0}}<\/style>\t\t<div class=\"elementor-element elementor-element-4e796450 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit lqd-box-image-top elementor-widget elementor-widget-lqd-box lqd-widget-container-flex lqd-group-box\" data-id=\"4e796450\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-box-content relative z-1 transition-all grow\">\n\n\t\t\t\n\t\t\t\n\t\t<span class=\"lqd-box-icon inline-flex shrink-0 grow-0 basis-auto items-center justify-center relative transition-all\"><span class=\"lqd-bg-layer lqd-color-wrap lqd-bg-color-wrap block w-full h-full rounded-inherit overflow-hidden elementor-repeater-item-e5c826e-4e796450 lqd-bg-layer-box-icon absolute top-0 start-0 z-0\"><\/span><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-flask\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M437.2 403.5L320 215V64h8c13.3 0 24-10.7 24-24V24c0-13.3-10.7-24-24-24H120c-13.3 0-24 10.7-24 24v16c0 13.3 10.7 24 24 24h8v151L10.8 403.5C-18.5 450.6 15.3 512 70.9 512h306.2c55.7 0 89.4-61.5 60.1-108.5zM137.9 320l48.2-77.6c3.7-5.2 5.8-11.6 5.8-18.4V64h64v160c0 6.9 2.2 13.2 5.8 18.4l48.2 77.6h-172z\"><\/path><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">Healtcare<\/h3>\n\t\t<div class=\"relative transition-colors lqd-box-description\"><p>RAG can assist medical professionals by retrieving and generating relevant information from medical literature, thereby supporting decision-making processes.<\/p><\/div>\n\n\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-4e796450 {\n   transform: translate3d(0px,30px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"4e796450\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.065,from:'start'},delay:0,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'self',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script><style>.elementor-element-4e796450 .elementor-repeater-item-e5c826e-4e796450{opacity:0;background-color:#D8D17E}@media (max-width:1024px){.elementor-element-4e796450 .elementor-repeater-item-e5c826e-4e796450{opacity:0}}@media (max-width:767px){.elementor-element-4e796450 .elementor-repeater-item-e5c826e-4e796450{opacity:0}}<\/style>\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-55ab41cd .elementor-repeater-item-4f728f3-55ab41cd{background-color:linear-gradient(160deg, #B17AF019  0%,#21E5D919  100%)}<\/style><div class=\"elementor-element elementor-element-1b3052f4 e-flex e-con-boxed e-con e-parent\" data-id=\"1b3052f4\" data-element_type=\"container\" data-e-type=\"container\" id=\"Considerations\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-100561d7 e-con-full e-flex e-con e-child\" data-id=\"100561d7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-441cc6dd e-flex e-con-boxed e-con e-child\" data-id=\"441cc6dd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-801e649 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit lqd-text-tag-h2 elementor-widget elementor-widget-lqd-text\" data-id=\"801e649\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"lqd-text-el m-0 p-0\"><span class=\"lqd-text-item relative elementor-repeater-item-5f90b08\">Primary Considerations<\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a992578 e-flex e-con-boxed e-con e-child\" data-id=\"a992578\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c43a06b elementor-widget elementor-widget-lqd-accordion lqd-accordion w-full\" data-id=\"5c43a06b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;lqd_predefined_style&quot;:&quot;style-1&quot;}\" data-widget_type=\"lqd-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"lqd-accordion-item elementor-repeater-item-d2b1df6 transition-colors\">\n\t\t\t<h4 class=\"lqd-accordion-heading m-0 p-0\" tabindex=\"-1\">\n\t\t\t\t<a class=\"lqd-accordion-trigger lqd-togglable-trigger lqd-widget-trigger flex items-center w-full cursor-pointer transition-colors justify-between\" href=\"#lqd-accordion-5c43a06b-content\" aria-expanded=\"false\" aria-controls=\"lqd-accordion-5c43a06b-content\" tabindex=\"0\">\n\t\t\t\t\t<span class=\"lqd-accordion-heading-txt pointer-events-none\">Resource Intensiveness<\/span>\n\t\t\t\t\t<span class=\"lqd-accordion-trigger-icon inline-grid place-content-center shrink-0 pointer-events-none transition-all\">\n\t\t\t<span class=\"lqd-accordion-trigger-icon-icon lqd-accordion-trigger-icon-closed inline-flex grid-area-1-1\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class=\"lqd-accordion-trigger-icon-icon lqd-accordion-trigger-icon-opened inline-flex grid-area-1-1\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\t\t\t\t<\/a>\n\t\t\t<\/h4>\n\t\t\t<div class=\"lqd-accordion-content-wrap lqd-togglable-element hidden\" id=\"lqd-accordion-5c43a06b-content\">\n\t\t\t\t<div class=\"lqd-accordion-content\">\n\t\t\t\t\t<p>Training LLMs requires substantial computational resources and energy, raising concerns about environmental impact and accessibility for smaller organizations.<\/p>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t<div class=\"lqd-accordion-item elementor-repeater-item-d9ebdbb transition-colors\">\n\t\t\t<h4 class=\"lqd-accordion-heading m-0 p-0\" tabindex=\"-1\">\n\t\t\t\t<a class=\"lqd-accordion-trigger lqd-togglable-trigger lqd-widget-trigger flex items-center w-full cursor-pointer transition-colors justify-between\" href=\"#lqd-accordion-5c43a06b-content\" aria-expanded=\"false\" aria-controls=\"lqd-accordion-5c43a06b-content\" tabindex=\"0\">\n\t\t\t\t\t<span class=\"lqd-accordion-heading-txt pointer-events-none\">Scalability<\/span>\n\t\t\t\t\t<span class=\"lqd-accordion-trigger-icon inline-grid place-content-center shrink-0 pointer-events-none transition-all\">\n\t\t\t<span class=\"lqd-accordion-trigger-icon-icon lqd-accordion-trigger-icon-closed inline-flex grid-area-1-1\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class=\"lqd-accordion-trigger-icon-icon lqd-accordion-trigger-icon-opened inline-flex grid-area-1-1\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\t\t\t\t<\/a>\n\t\t\t<\/h4>\n\t\t\t<div class=\"lqd-accordion-content-wrap lqd-togglable-element hidden\" id=\"lqd-accordion-5c43a06b-content\">\n\t\t\t\t<div class=\"lqd-accordion-content\">\n\t\t\t\t\t<p>Managing and retrieving information from large-scale knowledge bases can be computationally intensive and requires efficient algorithms and infrastructure.<\/p>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t<div class=\"lqd-accordion-item elementor-repeater-item-104ada3 transition-colors\">\n\t\t\t<h4 class=\"lqd-accordion-heading m-0 p-0\" tabindex=\"-1\">\n\t\t\t\t<a class=\"lqd-accordion-trigger lqd-togglable-trigger lqd-widget-trigger flex items-center w-full cursor-pointer transition-colors justify-between\" href=\"#lqd-accordion-5c43a06b-content\" aria-expanded=\"false\" aria-controls=\"lqd-accordion-5c43a06b-content\" tabindex=\"0\">\n\t\t\t\t\t<span class=\"lqd-accordion-heading-txt pointer-events-none\">Knowledge Base Curation<\/span>\n\t\t\t\t\t<span class=\"lqd-accordion-trigger-icon inline-grid place-content-center shrink-0 pointer-events-none transition-all\">\n\t\t\t<span class=\"lqd-accordion-trigger-icon-icon lqd-accordion-trigger-icon-closed inline-flex grid-area-1-1\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class=\"lqd-accordion-trigger-icon-icon lqd-accordion-trigger-icon-opened inline-flex grid-area-1-1\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\t\t\t\t<\/a>\n\t\t\t<\/h4>\n\t\t\t<div class=\"lqd-accordion-content-wrap lqd-togglable-element hidden\" id=\"lqd-accordion-5c43a06b-content\">\n\t\t\t\t<div class=\"lqd-accordion-content\">\n\t\t\t\t\t<p>Ensuring the reliability of the knowledge base is essential. The quality and accuracy of the retrieved information directly impact the final generated text.\u00a0<\/p>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t<div class=\"lqd-accordion-item elementor-repeater-item-4399550 transition-colors\">\n\t\t\t<h4 class=\"lqd-accordion-heading m-0 p-0\" tabindex=\"-1\">\n\t\t\t\t<a class=\"lqd-accordion-trigger lqd-togglable-trigger lqd-widget-trigger flex items-center w-full cursor-pointer transition-colors justify-between\" href=\"#lqd-accordion-5c43a06b-content\" aria-expanded=\"false\" aria-controls=\"lqd-accordion-5c43a06b-content\" tabindex=\"0\">\n\t\t\t\t\t<span class=\"lqd-accordion-heading-txt pointer-events-none\">Contextual Understanding<\/span>\n\t\t\t\t\t<span class=\"lqd-accordion-trigger-icon inline-grid place-content-center shrink-0 pointer-events-none transition-all\">\n\t\t\t<span class=\"lqd-accordion-trigger-icon-icon lqd-accordion-trigger-icon-closed inline-flex grid-area-1-1\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class=\"lqd-accordion-trigger-icon-icon lqd-accordion-trigger-icon-opened inline-flex grid-area-1-1\"><svg aria-hidden=\"true\" class=\"w-1em h-auto align-middle fill-current relative e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\t\t\t\t<\/a>\n\t\t\t<\/h4>\n\t\t\t<div class=\"lqd-accordion-content-wrap lqd-togglable-element hidden\" 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lqd-text-tag-h2 elementor-widget elementor-widget-lqd-text\" data-id=\"655af9ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-text.default\" data-lqd-has-inner-animatables=\"true\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"lqd-text-el m-0 p-0\" data-lqd-split-text-el=\"1\" data-lqd-split-type=\"words\"><span class=\"lqd-text-item relative elementor-repeater-item-0dc5abe\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>AIWave<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el><\/span><\/span><span class=\"lqd-text-item relative elementor-repeater-item-d984076\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>Approach<\/span><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-655af9ea .lqd-split-text-words {\n   transform: 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elementor-widget-lqd-text\" data-id=\"2fd53dea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"lqd-text-el m-0 p-0\"><span class=\"lqd-text-item relative elementor-repeater-item-54fd7e5 block\">AIWave RAG architecture enhances system functionality through a layered approach, extending natural language processing abilities with additional modules. By refining user queries for semantic search, and incorporating Ontologies, Named Entities, and Lemma Dictionaries, the system improves retrieval precision. <\/span><span class=\"lqd-text-item relative elementor-repeater-item-662de98 block\"><br>This architecture allows for greater control and consistency in response generation, minimizing reliance on large language models to streamline computation and manage costs effectively.<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-2fd53dea {\n   transform: translate3d(0px,30px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: 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class=\"inline-block relative align-middle overflow-hidden lqd-transform-perspective transition-colors\" data-lqd-look-at-mouse data-lqd-hover3d-el>\n\n\t\t\t\n\t\t\t\t\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"720\" src=\"https:\/\/www.almawavelabs.com\/wp-content\/uploads\/2024\/10\/V2_Piattaforma_AiWave_1024x720px.jpg\" class=\"attachment-full size-full wp-image-10318\" alt=\"\" srcset=\"https:\/\/www.almawavelabs.com\/wp-content\/uploads\/2024\/10\/V2_Piattaforma_AiWave_1024x720px.jpg 1024w, https:\/\/www.almawavelabs.com\/wp-content\/uploads\/2024\/10\/V2_Piattaforma_AiWave_1024x720px-300x211.jpg 300w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\n\t\t\t\n\t\t<\/figure>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-14afdd0f {\n   transform: translate3d(30px,0px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: \"14afdd0f\",\n\t\t\tbehaviors:[\n\t\t\t\t{behaviorName:'liquidHover3d',options:{intensity:2}},{behaviorName:'liquidGetElementComputedStyles',options:{includeSelf:true,getRect:true,addGhosts:true}},{behaviorName:'liquidAnimations',options:{domain:'inview',trigger:'ghost',duration:0.65,ease:'expo.out',stagger:{each:0.065,from:'start'},delay:0,start:'top+=30px bottom',startElementOffset:0,startViewportOffset:0,animations:[{elements:'self',breakpointsKeyframes:{all:{keyframes:[{scaleX:1,scaleY:1,skewX:0,skewY:0,x:'0px',y:'0px',z:'0px',rotateX:0,rotateY:0,rotateZ:0,opacity:1}]}}}]}},\n\t\t\t]\n\t\t} );\n\t\t\n\t\t<\/script>\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-95cd80c .elementor-repeater-item-ffd2d38-95cd80c{background-color:linear-gradient(0deg, #21E5D919  0%,#B17AF019  100%)}<\/style><div class=\"elementor-element elementor-element-1e69528d e-con-full e-flex e-con e-parent\" data-id=\"1e69528d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-dc9032a e-con-full e-flex e-con e-child\" data-id=\"dc9032a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c0b8661 elementor-widget-tablet__width-inherit lqd-text-tag-h2 elementor-widget elementor-widget-lqd-text\" data-id=\"1c0b8661\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"lqd-text.default\" data-lqd-has-inner-animatables=\"true\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"lqd-text-el m-0 p-0\" data-lqd-split-text-el=\"1\" data-lqd-split-type=\"words\"><span class=\"lqd-text-item relative elementor-repeater-item-a2220b0 block\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>Discover<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>more<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>about<\/span><\/span><span class=\"lqd-text-item relative elementor-repeater-item-88d20b9 block\"><span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>Generative<\/span>&nbsp;<span class=\"lqd-split-text-words inline-flex bg-inherit relative\" data-lqd-inner-animatable-el>AI<\/span><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style>.elementor-element-1c0b8661 .lqd-split-text-words {\n   transform: translate3d(0px,50px,0px) scale(1, 1) rotateX(0deg) rotateY(0deg) rotateZ(0deg) skew(0deg, 0deg);\n   opacity: 0;\n}\n<\/style><script>\n\t\twindow.liquid.behaviors.push( {\n\t\t\tdataId: 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fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg><\/span>\n\n\t\t<h3 class=\"lqd-box-title items-center relative mb-0 transition-colors\">NLQ<\/h3>\n\t\t<div class=\"relative transition-colors lqd-box-description\"><p>An innovative and immediate way to access and interact with structured data using natural language.<\/p><\/div>\n\n\t\t\n\t\t<div class=\"lqd-box-btn relative\">\n\t\t\t\n\t\t<a href=\"https:\/\/www.almawavelabs.com\/nlq\/\" role=\"button\" class=\"lqd-btn inline-flex items-center relative lqd-group lqd-group-btn\" data-lqd-local-scroll-el=\"\"><span class=\"lqd-btn-txt relative z-1\">Explore<\/span><span class=\"lqd-btn-icon inline-flex items-center justify-center relative z-1\"><svg class=\"lqd-akar-icon w-1em h-auto lqd-menu-icon \" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"36\" height=\"36\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M9 6l6 6-6 6\" 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known limitations of LLMs in providing factually accurate and contextually relevant information, RAG leverages sophisticated algorithms to resolve complex information retrieval tasks within Generative AI 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