{"id":13170,"date":"2026-02-10T08:52:43","date_gmt":"2026-02-10T07:52:43","guid":{"rendered":"https:\/\/flaven.fr\/?post_type=bf_videos_manager&#038;p=13170"},"modified":"2026-02-10T08:55:24","modified_gmt":"2026-02-10T07:55:24","slug":"ai-in-wordpress-how-embeddings-semantic-clustering-can-transform-your-content-strategy","status":"publish","type":"bf_videos_manager","link":"https:\/\/flaven.fr\/videos\/ai-in-wordpress-how-embeddings-semantic-clustering-can-transform-your-content-strategy\/","title":{"rendered":"AI in WordPress: How Embeddings &#038; Semantic Clustering Can Transform Your Content Strategy"},"content":{"rendered":"<p>\n        In this video, I dive into the practical implementation of <span class=\"highlight\">AI in journalism and content management<\/span>, focusing on <span class=\"highlight\">Semaphore<\/span>\u2014a custom WordPress plugin I developed. This plugin computes <span class=\"highlight\">embeddings for posts, pages, and taxonomy terms<\/span>, then uses <span class=\"highlight\">semantic clustering<\/span> to automatically generate <span class=\"highlight\">related-content groups<\/span> and <span class=\"highlight\">tag suggestions<\/span> directly within WordPress.\n    <\/p>\n<h2>&#x1f539; What You\u2019ll Learn:<\/h2>\n<ul>\n<li>How <span class=\"highlight\">embeddings<\/span> and <span class=\"highlight\">semantic clustering<\/span> work in WordPress.<\/li>\n<li>A live demo of <span class=\"highlight\">Semaphore<\/span> in action on a <span class=\"highlight\">WordPress Docker setup<\/span> with <span class=\"highlight\">phpMyAdmin<\/span>.<\/li>\n<li>Exploring the plugin\u2019s database tables: <span class=\"highlight\">wp_related_posts_embeddings<\/span> and <span class=\"highlight\">wp_tag_families<\/span>.<\/li>\n<li>Practical applications for <span class=\"highlight\">journalism, SEO, and multilingual content<\/span>.<\/li>\n<\/ul>\n<h2>&#x1f517; Related Blog Post:<\/h2>\n<p>\n        This video is based on my blog post: <a href=\"https:\/\/wp.me\/p3Vuhl-3q4\" target=\"_blank\">AI-Augmented Journalism: Practical Implementation of Semantic Clustering, Multilingual Transcription, and WordPress Automation<\/a>\n    <\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this video, I dive into the practical implementation of AI in journalism and content management, focusing on Semaphore\u2014a custom WordPress plugin I developed. This&hellip; <\/p>\n<p class=\"text-center\"><a href=\"https:\/\/flaven.fr\/videos\/ai-in-wordpress-how-embeddings-semantic-clustering-can-transform-your-content-strategy\/\" class=\"more-link\">Continue reading &rarr; <span class=\"screen-reader-text\">AI in WordPress: How Embeddings &#038; Semantic Clustering Can Transform Your Content Strategy<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":11707,"comment_status":"open","ping_status":"closed","template":"","bf_videos_manager_tag":[2707,2668,2685,2752,2755,2754,2683,2672],"bf_videos_manager_cat":[2729,2700,2681,2682,2678,2721,2679,2680],"class_list":["post-13170","bf_videos_manager","type-bf_videos_manager","status-publish","has-post-thumbnail","hentry","bf_videos_manager_tag-agile","bf_videos_manager_tag-ai","bf_videos_manager_tag-anaconda","bf_videos_manager_tag-development","bf_videos_manager_tag-learning","bf_videos_manager_tag-learning-by-doing","bf_videos_manager_tag-p-o","bf_videos_manager_tag-python","bf_videos_manager_cat-agile","bf_videos_manager_cat-anaconda","bf_videos_manager_cat-development","bf_videos_manager_cat-experiences","bf_videos_manager_cat-python","bf_videos_manager_cat-training","bf_videos_manager_cat-tutorials","bf_videos_manager_cat-videos"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/13170","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager"}],"about":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/types\/bf_videos_manager"}],"author":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/comments?post=13170"}],"version-history":[{"count":2,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/13170\/revisions"}],"predecessor-version":[{"id":13172,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/13170\/revisions\/13172"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/media\/11707"}],"wp:attachment":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/media?parent=13170"}],"wp:term":[{"taxonomy":"bf_videos_manager_tag","embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager_tag?post=13170"},{"taxonomy":"bf_videos_manager_cat","embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager_cat?post=13170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}