{"id":384,"date":"2023-02-22T13:33:00","date_gmt":"2023-02-22T13:33:00","guid":{"rendered":"https:\/\/ghothi.co.uk\/?p=384"},"modified":"2025-06-14T22:57:04","modified_gmt":"2025-06-14T22:57:04","slug":"feb-2023-embedding-notes","status":"publish","type":"post","link":"https:\/\/ghothi.co.uk\/?p=384","title":{"rendered":"Embeddings"},"content":{"rendered":"\n<p>My note dump on OpenAI&#8217;s embedding model. First impressions &#8211; it looks really promising and is much faster than using local embeddings from HuggingFace models. Will be using it for vector similarity matching to auto-group KWs for my online platform&#8217;s SEO articles.<\/p>\n\n\n\n\n\t\t\n\t\t<div id=\"ep-gutenberg-content-2c4269f2a004678382996c36b7ae6ab3\" class=\"ep-gutenberg-content   ep-percentage-width   ep-content-protection-disabled \">\n\t\t\t<div class=\"embedpress-inner-iframe emebedpress-unit-percent ep-doc-2c4269f2a004678382996c36b7ae6ab3\"  style=\"max-width:100%\" id=\"embedpress-pdf-1748439927779\">\n\t\t\t\t<div >\n\t\t\t\t\t<div class=\"ep-embed-content-wraper\"><div class=\"position-right-wraper gutenberg-pdf-wraper\"><iframe title=\"GuvyHothi_Embedding notes_Compressed 2\" class=\"embedpress-embed-document-pdf embedpress-pdf-1748439927779\" style=\"width:600px;height:600px; max-width:100%; display: inline-block\" src=\"https:\/\/ghothi.co.uk\/wp-admin\/admin-ajax.php?action=get_viewer&#038;file=https%3A%2F%2Fghothi.co.uk%2Fwp-content%2Fuploads%2F2023%2F02%2FGuvyHothi_Embedding-notes_Compressed-2.pdf#key=dGhlbWVNb2RlPWRlZmF1bHQmdG9vbGJhcj10cnVlJnBvc2l0aW9uPXRvcCZwcmVzZW50YXRpb249ZmFsc2UmbGF6eUxvYWQ9ZmFsc2UmZG93bmxvYWQ9ZmFsc2UmY29weV90ZXh0PWZhbHNlJmFkZF90ZXh0PWZhbHNlJmRyYXc9ZmFsc2UmZG9jX3JvdGF0aW9uPWZhbHNlJmFkZF9pbWFnZT1mYWxzZSZkb2NfZGV0YWlscz1mYWxzZSZ6b29tX2luPXRydWUmem9vbV9vdXQ9dHJ1ZSZmaXRfdmlldz10cnVlJmJvb2ttYXJrPXRydWUmZmxpcGJvb2tfdG9vbGJhcl9wb3NpdGlvbj1ib3R0b20mc2VsZWN0aW9uX3Rvb2w9MSZzY3JvbGxpbmc9MiZzcHJlYWRzPS0x\" frameborder=\"0\" oncontextmenu=\"return false;\"><\/iframe> <\/div><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t","protected":false},"excerpt":{"rendered":"<p>My note dump on OpenAI&#8217;s embedding model. First impressions &#8211; it looks really promising and is much faster than using local embeddings from HuggingFace models. Will be using it for vector similarity matching to auto-group KWs for my online platform&#8217;s SEO articles.<\/p>\n","protected":false},"author":1,"featured_media":387,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-384","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-ml-automation"],"_links":{"self":[{"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/384","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=384"}],"version-history":[{"count":5,"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/384\/revisions"}],"predecessor-version":[{"id":415,"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/384\/revisions\/415"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=\/wp\/v2\/media\/387"}],"wp:attachment":[{"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=384"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=384"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ghothi.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=384"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}