{"id":4879,"date":"2024-10-11T12:44:26","date_gmt":"2024-10-11T10:44:26","guid":{"rendered":"https:\/\/dev.mdw-group.com\/?post_type=portfolio&#038;p=4879"},"modified":"2024-12-16T13:29:35","modified_gmt":"2024-12-16T12:29:35","slug":"graphrag-beyond-standard-rag-for-deeper-insights","status":"publish","type":"portfolio","link":"https:\/\/mdw-group.com\/es\/events\/graphrag-beyond-standard-rag-for-deeper-insights\/","title":{"rendered":"GraphRAG: Beyond Standard RAG for Deeper Insights"},"content":{"rendered":"<div class=\"wp-block-uagb-container uagb-block-22b41e13 alignfull uagb-is-root-container\">\n<div class=\"wp-block-uagb-container uagb-block-16a2945a alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-advanced-heading uagb-block-0fcf960c\"><h4 class=\"uagb-heading-text\"><strong>Tuesday, November 12th | From 10:00 AM &#8211; 11:00 AM CET<\/strong><\/h4><\/div>\n\n\n\n<p class=\"has-text-align-center has-ast-global-color-4-color has-text-color has-link-color wp-elements-89e3a3867c998f87edb962df43112269 wp-block-paragraph\" id=\"viewer-ctke31106\">On-line Webinar<\/p>\n\n\n\n<div class=\"wp-block-uagb-buttons uagb-buttons__outer-wrap uagb-btn__default-btn uagb-btn-tablet__default-btn uagb-btn-mobile__default-btn uagb-block-21f596bf\"><div class=\"uagb-buttons__wrap uagb-buttons-layout-wrap\">\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-47dc80c4 wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"https:\/\/youtu.be\/I5Oa4ZffTlo\" rel=\"follow noopener\" target=\"_blank\" role=\"button\"><div class=\"uagb-button__link\">WATCH REPLAY<\/div><\/a><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-separator uagb-block-64cfdef9\"><div class=\"uagb-separator-spacing-wrapper\"><div class=\"wp-block-uagb-separator__inner\" style=\"--my-background-image:\"><\/div><\/div><\/div>\n\n\n\n<div class=\"uagb-position__sticky wp-block-uagb-container uag-blocks-common-selector uagb-block-71ec9d9f\">\n<div class=\"wp-block-uagb-image uagb-block-7b2761ff wp-block-uagb-image--layout-default wp-block-uagb-image--effect-static wp-block-uagb-image--align-none\"><figure class=\"wp-block-uagb-image__figure\"><noscript><img decoding=\"async\" data-skip-lazy src=\"https:\/\/dev.mdw-group.com\/wp-content\/uploads\/2024\/10\/Webinar-GraphRAG.webp\" alt=\"\" class=\"uag-image-4880\" width=\"960\" height=\"720\" title=\"Webinar GraphRAG\" loading=\"lazy\" role=\"img\" \/><\/noscript><img decoding=\"async\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iOTYwIiBoZWlnaHQ9IjcyMCIgdmlld0JveD0iMCAwIDk2MCA3MjAiIGZpbGw9Im5vbmUiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PC9zdmc+\" alt class=\"uag-image-4880 vp-lazyload\" width=\"960\" height=\"720\" title=\"Webinar GraphRAG\" loading=\"eager\" role=\"img\" data-src=\"https:\/\/dev.mdw-group.com\/wp-content\/uploads\/2024\/10\/Webinar-GraphRAG.webp\" data-sizes=\"auto\"><\/figure><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-ea60050d alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div data-aos= \"fade\" data-aos-duration=\"400\" data-aos-delay=\"0\" data-aos-easing=\"ease\" data-aos-once=\"true\" class=\"wp-block-uagb-container uagb-block-b5a8da57\">\n<div class=\"wp-block-group has-white-color has-text-color has-link-color wp-elements-e4949846707246e564d426a3c1143594 is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-text-align-left has-white-color has-text-color has-link-color wp-elements-cc5ddb78cdb063c14a1bca1dee339817 wp-block-paragraph\" id=\"viewer-wgrrc346\"><strong>Retrieval Augmented Generation<\/strong>&nbsp;(RAG) models are very effective at providing answers quickly by drawing on a large set of documents. However, they struggle to link information from long documents coming from dispersed sources and diverse contexts. This becomes a challenge when responses require a holistic understanding or synthesis of information drawn from multiple documents or passages.<\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\" id=\"viewer-ivnmh3108\"><strong>Example:<\/strong>&nbsp;<em>\u201cWhat is the impact of a supplier change on our product line?\u201d<\/em>&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\" id=\"viewer-ovi8y9793\">A standard RAG model would extract relevant passages from documents, but its answer might miss connections between supply chain logistics, inventory data, or product specifications.<\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\" id=\"viewer-lpjmg10007\"><strong>GraphRAG<\/strong>, on the other hand, can recognize and map these relationships, giving you a nuanced, interconnected response.<\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\" id=\"viewer-qcvwk3115\">Developed by Microsoft Research, <strong>GraphRAG<\/strong>&nbsp;builds upon RAG by integrating knowledge graphs, enabling it to understand <strong>data relationships<\/strong>&nbsp;and deliver a more <strong>comprehensive answer.<\/strong>&nbsp;It\u2019s meant to enhance specific, complex questions that demand a more<strong>&nbsp;global perspective.<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\" id=\"viewer-edizt4872\"><strong>What you will learn during the webinar<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Differences between GraphRAG and standard RAG<\/strong>, and what these mean for business insights.<\/li>\n\n\n\n<li><strong>How the GraphRAG pipeline works<\/strong>&nbsp;to connect and analyze data relationships.<\/li>\n\n\n\n<li><strong>Sample Comparision of GraphRAG vs RAG answers<\/strong>&nbsp;in real-world examples.<\/li>\n\n\n\n<li><strong>Benchmarking results<\/strong>&nbsp;that demonstrate performance in various scenarios.<\/li>\n\n\n\n<li><strong>Potential use cases and considerations<\/strong>&nbsp;for incorporating GraphRAG into your organization.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\" id=\"viewer-7qzre9950\"><strong>Registration<\/strong><\/p>\n\n\n\n<h6 class=\"wp-block-heading has-text-align-center\" id=\"viewer-kx30x4258\">Tuesday, November 12th From 10:00 AM &#8211; 11:00 AM CET<\/h6>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\" id=\"viewer-67wc64260\">Online Teams Meeting<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\" id=\"viewer-jgvn523647\"><strong>Contact:<\/strong>&nbsp;Amandine<a target=\"_blank\" href=\"mailto:Amandineamandine.clauzon@mdw-group.com\" rel=\"noreferrer noopener\">&nbsp;<\/a>Clauzon<\/p>\n\n\n\n<p class=\"has-text-align-center has-white-color has-text-color has-link-color wp-elements-938b15d92b7cf0a8e5ce944d6182621c wp-block-paragraph\" id=\"viewer-wgrrc346\"><a href=\"mailto:amandine.clauzon@mdw-group.com\" target=\"_blank\" rel=\"noreferrer noopener\"><u>amandine.clauzon@mdw-group.com<\/u><\/a><\/p>\n\n\n\n<div class=\"wp-block-uagb-buttons uagb-buttons__outer-wrap uagb-btn__default-btn uagb-btn-tablet__default-btn uagb-btn-mobile__default-btn uagb-block-03edfd3f\"><div class=\"uagb-buttons__wrap uagb-buttons-layout-wrap\">\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-f207f569 wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"https:\/\/youtu.be\/I5Oa4ZffTlo\" rel=\"follow noopener\" target=\"_blank\" role=\"button\"><div class=\"uagb-button__link\">WATCHa REPLAY<\/div><\/a><\/div><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>Tuesday, November 12th | From 10:00 AM &#8211; 11:00 AM CET On-line Webinar Retrieval Augmented Generation&nbsp;(RAG) models are very effective at providing answers quickly by drawing on a large set of documents. However, they struggle to link information from long documents coming from dispersed sources and diverse contexts. This becomes a challenge when responses require [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":4881,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_vp_format_video_url":"","_vp_image_focal_point":[],"_vp_custom_popup_image":0,"_vp_format_audio_url":"","_vp_album_images":[],"_vp_custom_thumbnail":0,"_vp_custom_thumbnail_focal_point":[],"_vp_custom_thumbnail_cover":0,"_vp_hover_thumbnail":0,"_vp_hover_thumbnail_focal_point":[],"footnotes":""},"portfolio_category":[29],"portfolio_tag":[],"class_list":["post-4879","portfolio","type-portfolio","status-publish","format-standard","has-post-thumbnail","hentry","portfolio_category-webinars"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>GraphRAG: Beyond Standard RAG for Deeper Insights - MDW<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mdw-group.com\/es\/events\/graphrag-beyond-standard-rag-for-deeper-insights\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"GraphRAG: Beyond Standard RAG for Deeper Insights - MDW\" \/>\n<meta property=\"og:description\" content=\"Tuesday, November 12th | From 10:00 AM &#8211; 11:00 AM CET On-line Webinar Retrieval Augmented Generation&nbsp;(RAG) models are very effective at providing answers quickly by drawing on a large set of documents. 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Clauzon","author_link":"https:\/\/mdw-group.com\/es\/author\/amandine-clauzonmdwpartners-com\/"},"uagb_comment_info":0,"uagb_excerpt":"Tuesday, November 12th | From 10:00 AM &#8211; 11:00 AM CET On-line Webinar Retrieval Augmented Generation&nbsp;(RAG) models are very effective at providing answers quickly by drawing on a large set of documents. However, they struggle to link information from long documents coming from dispersed sources and diverse contexts. This becomes a challenge when responses require&hellip;","_links":{"self":[{"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio\/4879","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio"}],"about":[{"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/types\/portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/comments?post=4879"}],"version-history":[{"count":0,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio\/4879\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/media\/4881"}],"wp:attachment":[{"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/media?parent=4879"}],"wp:term":[{"taxonomy":"portfolio_category","embeddable":true,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio_category?post=4879"},{"taxonomy":"portfolio_tag","embeddable":true,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio_tag?post=4879"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}