{"id":14074,"date":"2023-09-01T14:36:53","date_gmt":"2023-09-01T12:36:53","guid":{"rendered":"https:\/\/dev.jems-group.com\/?p=14074"},"modified":"2026-04-23T16:30:36","modified_gmt":"2026-04-23T14:30:36","slug":"vector-databases-play-a-fundamental-role-in-generative-ai","status":"publish","type":"post","link":"https:\/\/www.jems-group.com\/en\/actualites\/bases-de-donnees-vectorielles-un-role-fondamental-dans-lia-generative\/","title":{"rendered":"Vector databases: a fundamental role in generative AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14074\" class=\"elementor elementor-14074\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-240e634 e-flex e-con-boxed e-con e-parent\" data-id=\"240e634\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b43598d elementor-widget elementor-widget-global elementor-global-12335 elementor-widget-breadcrumbs\" data-id=\"b43598d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/www.jems-group.com\/fr\/\">Accueil<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-816de0c e-con-full e-flex e-con e-child\" data-id=\"816de0c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-798d721 e-con-full e-flex e-con e-child\" data-id=\"798d721\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e053f1d elementor-widget elementor-widget-heading\" data-id=\"e053f1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Les bases de donn\u00e9es vectorielles : un r\u00f4le fondamental dans l\u2019IA g\u00e9n\u00e9rative<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b09188 elementor-widget elementor-widget-post-info\" data-id=\"9b09188\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t\t\t\t<ul class=\"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-7c979de\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t<span class=\"elementor-post-info__item-prefix\">Publi\u00e9 le <\/span>\n\t\t\t\t\t\t\t\t\t\t<time>1 September 2023<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d01628e e-flex e-con-boxed e-con e-parent\" data-id=\"d01628e\" 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-ea1bcb3 elementor-widget elementor-widget-text-editor\" data-id=\"ea1bcb3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><b>\u00ab l\u2019IA g\u00e9n\u00e9rative et ses possibilit\u00e9s \u00bb. \u00bb (5\/5). L\u2019intelligence artificielle a n\u00e9cessit\u00e9 de chercher de nouvelles fa\u00e7on de raffiner, indexer et stocker l\u2019information. Les vecteurs math\u00e9matiques sont les objets les plus propices \u00e0 stocker l\u2019information de donn\u00e9es de nature divers en les rationalisant gr\u00e2ce aux savoir math\u00e9matique. C\u2019est ainsi qu\u2019est n\u00e9e l\u2019id\u00e9e de la base de donn\u00e9es vectorielle. Dans cet article un peu plus technique nous d\u00e9couvrirons les bases de donn\u00e9es vectorielles, \u00e9galement appel\u00e9es bases de donn\u00e9es de vecteurs, qui jouent un r\u00f4le fondamental dans le stockage, la recherche et la manipulation de donn\u00e9es complexes.<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5a80c7 elementor-widget elementor-widget-heading\" data-id=\"c5a80c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comprendre les donn\u00e9es vectorielles en Intelligence Artificielle\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26451b2 elementor-widget elementor-widget-text-editor\" data-id=\"26451b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>En IA, les donn\u00e9es vectorielles sont des repr\u00e9sentations num\u00e9riques de donn\u00e9es complexes telles que des textes, des images, des vid\u00e9os ou m\u00eame des s\u00e9quences temporelles. Ces donn\u00e9es sont converties en vecteurs math\u00e9matiques pour permettre aux algorithmes d\u2019IA de les traiter plus efficacement. Les modalit\u00e9s de vectorisation auront un impact majeur sur les informations qui seront stock\u00e9es dans les vecteurs. C\u2019est pourquoi, bien que plusieurs types de donn\u00e9es puissent se retrouver sous ce m\u00eame format,\u00a0<strong>il est important d\u2019appr\u00e9hender comment la vectorisation \u00e0 \u00e9t\u00e9 r\u00e9alis\u00e9e<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1777fd5 elementor-widget elementor-widget-image\" data-id=\"1777fd5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"400\" height=\"263\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/09\/bases-de-donnees-vectorielles-ia.webp\" class=\"attachment-large size-large wp-image-14076\" alt=\"bases de donnees vectorielles ia\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/09\/bases-de-donnees-vectorielles-ia.webp 400w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/09\/bases-de-donnees-vectorielles-ia-300x197.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/09\/bases-de-donnees-vectorielles-ia-18x12.webp 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebe5931 elementor-widget elementor-widget-heading\" data-id=\"ebe5931\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les composants d\u2019une base de donn\u00e9es vectorielle en IA\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d5cbd2 elementor-widget elementor-widget-text-editor\" data-id=\"5d5cbd2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Les bases de donn\u00e9es vectorielles en IA sont con\u00e7ues pour<strong>\u00a0stocker, indexer et interroger des vecteurs<\/strong>, en plus d\u2019autres m\u00e9tadonn\u00e9es. Voici les principaux composants d\u2019une base de donn\u00e9es vectorielle en IA :<\/p><ul><li><strong>Stockage des Vecteurs<\/strong>\u00a0:les vecteurs repr\u00e9sentant les donn\u00e9es sont stock\u00e9s dans la base de donn\u00e9es. Chaque vecteur est associ\u00e9 \u00e0 une cl\u00e9 unique qui permet de le retrouver rapidement.<\/li><li><strong>Indexation<\/strong>\u00a0: pour une recherche rapide et efficace, des structures d\u2019index sont utilis\u00e9es pour organiser les vecteurs. L\u2019organisation est le plus commun\u00e9ment apparent\u00e9 \u00e0 des logiques d\u2019arbres de d\u00e9cision avec les vecteurs les plus ressemblant \u00e0 tous en guise de troncs<\/li><li><strong>Requ\u00eates Vectorielles<\/strong>\u00a0: les bases de donn\u00e9es vectorielles prennent en charge des requ\u00eates sp\u00e9cifiques telles que la recherche des vecteurs les plus similaires \u00e0 un vecteur de requ\u00eate donn\u00e9.<\/li><li><strong>M\u00e9tadonn\u00e9es<\/strong>\u00a0: en plus des vecteurs, les bases de donn\u00e9es peuvent stocker des m\u00e9tadonn\u00e9es associ\u00e9es aux donn\u00e9es, telles que des informations sur la source, la date de cr\u00e9ation, etc.<\/li><\/ul><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b94c2b elementor-widget elementor-widget-heading\" data-id=\"9b94c2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L\u2019utilisation des bases de donn\u00e9es vectorielles\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a12e6b9 elementor-widget elementor-widget-text-editor\" data-id=\"a12e6b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Les bases de donn\u00e9es vectorielles en IA offrent de nombreuses fonctionnalit\u00e9s\u00a0<strong>cruciales pour le d\u00e9veloppement d\u2019algorithmes d\u2019IA performants<\/strong>\u00a0: recherche de valeur similaire, synth\u00e9tisation, regroupement, hi\u00e9rarchisation , etc..<\/p><p>Ces fonctionnalit\u00e9s sont particuli\u00e8rement utiles pour les utilisateurs, car elles simplifient le processus d\u2019exploitation et de mise \u00e0 l\u2019\u00e9chelle de leurs applications. En d\u2019autres termes,\u00a0<strong>elles rendent plus facile<\/strong>\u00a0la t\u00e2che de faire grandir une application tout en maintenant une performance optimale et en r\u00e9pondant aux exigences en mati\u00e8re de s\u00e9curit\u00e9.<\/p><p>Un exemple concret de l\u2019utilisation de ces fonctionnalit\u00e9s est la cr\u00e9ation d\u2019un moteur de requ\u00eates qui permet d\u2019effectuer des recherches avanc\u00e9es et des op\u00e9rations de filtrage sur les donn\u00e9es stock\u00e9es. Cela signifie que les d\u00e9veloppeurs peuvent cr\u00e9er des applications qui sont\u00a0<strong>capables de rechercher et de trier des informations de mani\u00e8re tr\u00e8s tr\u00e8s sophistiqu\u00e9e<\/strong>, ce qui est particuli\u00e8rement important pour les applications d\u2019intelligence artificielle.<\/p><p>De plus, les bases de donn\u00e9es vectorielles offrent la possibilit\u00e9 d\u2019utiliser des mod\u00e8les de notation de pertinence hybrides, qui combinent des m\u00e9thodes traditionnelles d\u2019analyse de texte avec des techniques vectorielles pour am\u00e9liorer la recherche d\u2019informations. Cependant, il est important de noter que les bases de donn\u00e9es vectorielles sont confront\u00e9es \u00e0 des d\u00e9fis similaires \u00e0 ceux des autres types de bases de donn\u00e9es. Les d\u00e9veloppeurs travaillent constamment pour am\u00e9liorer la capacit\u00e9 de mise \u00e0 l\u2019\u00e9chelle, la pr\u00e9cision des approximations, les performances de latence et la rentabilit\u00e9 de ces bases de donn\u00e9es.<\/p><p>En fin de compte, alors que la technologie des bases de donn\u00e9es vectorielles continue de se d\u00e9velopper,\u00a0<strong>il est essentiel de relever ces d\u00e9fis<\/strong>\u00a0pour garantir qu\u2019elles puissent r\u00e9pondre aux besoins croissants des applications d\u2019intelligence artificielle de plus en plus sophistiqu\u00e9es. Cela inclut notamment le renforcement de la s\u00e9curit\u00e9, la r\u00e9silience face aux pannes, la prise en charge op\u00e9rationnelle et la gestion efficace de diff\u00e9rentes charges de travail.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6f2389 elementor-widget elementor-widget-image\" data-id=\"c6f2389\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"400\" height=\"263\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/08\/ia-generative-infrastructure-it.webp\" class=\"attachment-large size-large wp-image-14062\" alt=\"ia generative infrastructure it\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/08\/ia-generative-infrastructure-it.webp 400w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/08\/ia-generative-infrastructure-it-300x197.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/08\/ia-generative-infrastructure-it-18x12.webp 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d1c849 elementor-widget elementor-widget-text-editor\" data-id=\"9d1c849\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<figure id=\"attachment_9465\" class=\"wp-caption aligncenter\" aria-describedby=\"caption-attachment-9465\"><figcaption id=\"caption-attachment-9465\" class=\"wp-caption-text\"><figure id=\"attachment_9483\" class=\"wp-caption aligncenter\" aria-describedby=\"caption-attachment-9483\"><figcaption id=\"caption-attachment-9483\" class=\"wp-caption-text\"><figure id=\"attachment_9488\" class=\"wp-caption aligncenter\" aria-describedby=\"caption-attachment-9488\"><figcaption id=\"caption-attachment-9488\" class=\"wp-caption-text\">Bases de donn\u00e9es et IA. MIDJOURNEY<\/figcaption><\/figure><\/figcaption><\/figure><\/figcaption><\/figure>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-106e732 elementor-widget elementor-widget-heading\" data-id=\"106e732\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"> Les bases de donn\u00e9es vectorielles les plus connues\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0d9f85 elementor-widget elementor-widget-text-editor\" data-id=\"a0d9f85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u2013\u00a0<strong>Faiss<\/strong>\u00a0: une biblioth\u00e8que de Facebook AI Research sp\u00e9cialement con\u00e7ue pour la recherche de vecteurs similaires \u00e0 grande \u00e9chelle.<\/p><p>\u2013\u00a0<strong>ANNoy<\/strong>\u00a0: une biblioth\u00e8que Python pour la recherche approximative de vecteurs.<\/p><p>\u2013\u00a0<strong>Elasticsearch<\/strong>\u00a0: un moteur de recherche distribu\u00e9 qui prend en charge les requ\u00eates vectorielles pour la recherche d\u2019information.<\/p><p>\u2013\u00a0<strong>Milvus<\/strong>\u00a0: une base de donn\u00e9es vectorielle open-source hautement \u00e9volutive.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5fea7fc elementor-widget elementor-widget-heading\" data-id=\"5fea7fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">En conclusion\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b72e217 elementor-widget elementor-widget-text-editor\" data-id=\"b72e217\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Les bases de donn\u00e9es vectorielles jouent\u00a0<strong>un r\u00f4le central dans de nombreuses applications d\u2019intelligence artificielle<\/strong>. Elles permettent de stocker, d\u2019indexer et de rechercher efficacement des donn\u00e9es complexes sous forme de vecteurs. Que ce soit pour la recherche d\u2019information, la recommandation de contenu, la reconnaissance d\u2019images ou d\u2019autres domaines, les bases de donn\u00e9es vectorielles sont devenues un \u00e9l\u00e9ment indispensable de l\u2019\u00e9cosyst\u00e8me de l\u2019IA, facilitant ainsi le d\u00e9veloppement de mod\u00e8les d\u2019IA performants et efficaces.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffe421d elementor-align-center elementor-widget elementor-widget-button\" data-id=\"ffe421d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/contact\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Echangez avec un expert<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\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-50e6d0f e-flex e-con-boxed e-con e-parent\" data-id=\"50e6d0f\" 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-36ed447 elementor-widget elementor-widget-heading\" data-id=\"36ed447\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">PLUS DE RESSOURCES<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-768cf3d elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"768cf3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div 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https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-768x430.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-18x10.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode.webp 1456w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/actualites\/ai-act-2026-securise-trajectoire-securite\/\">AI Act 2026 : Ce qui a chang\u00e9 depuis janvier et comment s\u00e9curiser sa trajectoire de conformit\u00e9 ?<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element 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elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/actualites\/ia-souveraine-un-enjeu-business-reglementaire-et-strategique-pour-les-entreprises-francaises\/\">IA souveraine : un enjeu business, r\u00e9glementaire et strat\u00e9gique pour les entreprises fran\u00e7aises<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7444ac3 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"7444ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/actualites\/ia-souveraine-un-enjeu-business-reglementaire-et-strategique-pour-les-entreprises-francaises\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'article<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\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\t\t<\/div>\n\t\t\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-febab78 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"febab78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/actualites\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explorer nos actualit\u00e9s<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\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","protected":false},"excerpt":{"rendered":"<p>\u00abGenerative AI and its possibilities (5\/5). Artificial intelligence has necessitated the search for new ways to refine, index, and store information. Mathematical vectors are the most suitable objects for storing information from diverse data by rationalising it through mathematical knowledge. This is how the idea of the vector database was born. In this slightly more technical article, we will explore vector databases, also known as vector databases, which play a fundamental role in the storage, search, and manipulation of complex data.<\/p>","protected":false},"author":5,"featured_media":14076,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[15],"tags":[],"class_list":["post-14074","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Les bases de donn\u00e9es vectorielles : un r\u00f4le fondamental dans l\u2019IA g\u00e9n\u00e9rative - JEMS<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez le r\u00f4le des bases de donn\u00e9es vectorielles dans l\u2019IA g\u00e9n\u00e9rative pour stocker, indexer et rechercher des donn\u00e9es complexes.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.jems-group.com\/en\/news\/vector-databases-play-a-fundamental-role-in-generative-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Les bases de donn\u00e9es vectorielles : un r\u00f4le fondamental dans l\u2019IA g\u00e9n\u00e9rative - 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