{"id":4595,"date":"2024-10-21T15:18:34","date_gmt":"2024-10-21T15:18:34","guid":{"rendered":"https:\/\/www.codeland.it\/?p=4595"},"modified":"2025-08-12T08:32:33","modified_gmt":"2025-08-12T08:32:33","slug":"aem-visual-and-semantic-search","status":"publish","type":"post","link":"https:\/\/www.codeland.it\/en\/aem-visual-and-semantic-search\/","title":{"rendered":"AEM Visual &#038; Semantic Search"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1435.2px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>We are pleased to announce the release of AEM Visual &amp; Semantic Search.<\/p>\n<p>Starting from real customer needs, CodeLand Research &amp; Development team has closed the implementation of a new AI feature in the field of search images by similarity and natural language description.<br \/>\nWe use <strong>CLIP (Contrastive Language Image Pretraining)<\/strong> developed by <strong>Open AI<\/strong> to generate embeddings for images and text queries.<br \/>\nNo need to send out images outside of customer&#8217;s organization and everything <strong>perfectly integrated in AEM<\/strong> with the possibility to take advantage of 2 pre-built components:<\/p>\n<ul>\n<li><strong>Search textfield<\/strong> with capability to upload an image to search<\/li>\n<li><strong>Image gallery<\/strong> with possibility to discover similar image<\/li>\n<\/ul>\n<p>The solution can be easily integrated in any AEM application at scale.<\/p>\n<p>Possible case studies:<\/p>\n<ul>\n<li>Supporting B2C and B2B Commerce websites<\/li>\n<li>Seach of products in commerce sites starting from a real life photo taken by mobile\/tablet<\/li>\n<li>Product identification from ambient images<\/li>\n<li>Search of similar \/ alternative images starting from a given one<\/li>\n<li>Search of images based on textual description<\/li>\n<\/ul>\n<\/div><div class=\"fusion-text fusion-text-2\"><p style=\"text-align: center;\"><strong>Find out more on our product page<\/strong><\/p>\n<\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-column-inner-bg-wrapper\" style=\"--awb-padding-top:30px;--awb-padding-right:20px;--awb-padding-bottom:30px;--awb-padding-left:20px;--awb-overflow:hidden;--awb-inner-bg-color:var(--awb-color4);--awb-inner-bg-color-hover:var(--awb-color4);--awb-inner-bg-size:cover;--awb-border-radius:20px 20px 20px 20px;--awb-inner-bg-border-radius:20px 20px 20px 20px;--awb-inner-bg-overflow:hidden;--awb-width-large:50%;--awb-margin-top-large:20px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><span class=\"fusion-column-inner-bg hover-type-none\"><a class=\"fusion-column-anchor\" href=\"https:\/\/www.codeland.it\/wp-content\/uploads\/2024\/10\/Visual-Search-Paper-2110_compressed.pdf\"><span class=\"fusion-column-inner-bg-image\"><\/span><\/a><\/span><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-3\" style=\"--awb-content-alignment:center;--awb-text-color:#ffffff;--awb-text-font-family:&quot;Montserrat&quot;;--awb-text-font-style:normal;--awb-text-font-weight:600;\"><p>AEM Visual &amp; Semantic Search Paper<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_1_2 1_2 fusion-flex-column fusion-column-inner-bg-wrapper\" style=\"--awb-padding-top:30px;--awb-padding-right:20px;--awb-padding-bottom:30px;--awb-padding-left:20px;--awb-overflow:hidden;--awb-inner-bg-color:var(--awb-color2);--awb-inner-bg-color-hover:var(--awb-color2);--awb-inner-bg-size:cover;--awb-border-radius:20px 20px 20px 20px;--awb-inner-bg-border-radius:20px 20px 20px 20px;--awb-inner-bg-overflow:hidden;--awb-width-large:50%;--awb-margin-top-large:20px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><span class=\"fusion-column-inner-bg hover-type-none\"><a class=\"fusion-column-anchor\" href=\"https:\/\/www.codeland.it\/products\/aem-visual-semantic-search\/\"><span class=\"fusion-column-inner-bg-image\"><\/span><\/a><\/span><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-4\" style=\"--awb-content-alignment:center;--awb-text-font-family:&quot;Montserrat&quot;;--awb-text-font-style:normal;--awb-text-font-weight:600;\"><p>AEM Visual &amp; Semantic Search Page<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>We are pleased to announce the release of AEM Visual &#038; Semantic Search. <\/p>\n","protected":false},"author":15,"featured_media":4571,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-4595","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/posts\/4595","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/comments?post=4595"}],"version-history":[{"count":14,"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/posts\/4595\/revisions"}],"predecessor-version":[{"id":4611,"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/posts\/4595\/revisions\/4611"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/media\/4571"}],"wp:attachment":[{"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/media?parent=4595"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/categories?post=4595"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.codeland.it\/en\/wp-json\/wp\/v2\/tags?post=4595"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}