{"id":2119,"date":"2026-04-30T02:23:16","date_gmt":"2026-04-30T09:23:16","guid":{"rendered":"https:\/\/www.couchbase.com\/\/products-vector-search\/"},"modified":"2026-08-04T09:25:50","modified_gmt":"2026-08-04T16:25:50","slug":"products-vector-search","status":"publish","type":"page","link":"https:\/\/www.couchbase.com\/fr\/products\/vector-search\/","title":{"rendered":"Vector Search Database Solution"},"content":{"rendered":"<div class=\"wp-block-group alignfull wp-block-hero is-layout-constrained wp-container-core-group-is-layout-3838c6e4 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-0fd64a4d wp-block-columns-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-container-core-column-is-layout-bdca1ed4 wp-block-column-is-layout-flow\" style=\"flex-basis:45%\">\n<h1 id=\"h-vector-search\" class=\"wp-block-heading has-heading-xl-font-size\">Recherche vectorielle<\/h1>\n\n\n\n<p class=\"has-large-font-size wp-block-paragraph\">Les fonctionnalit\u00e9s de recherche vectorielle r\u00e9volutionnaires de Couchbase prennent en charge le stockage et la recherche de vecteurs \u00e0 l'\u00e9chelle de milliards pour des applications offrant des performances et une pr\u00e9cision incroyables. Plusieurs options de types d'index vectoriels offrent aux \u00e9quipes les meilleurs r\u00e9sultats adapt\u00e9s \u00e0 leur cas d'utilisation. Offrez des r\u00e9sultats d'IA plus s\u00fbrs avec RAG et la recherche vectorielle \u00e0 tr\u00e8s grande \u00e9chelle.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--md)\"><div class=\"wp-block-couchbase-com-2026-modal\"><div class=\"wp-block-button\"><button class=\"modal__trigger wp-block-button__link wp-element-button\" data-modal-target=\"modal-1\" type=\"button\" aria-haspopup=\"dialog\" aria-controls=\"modal-1\">Regardez la vid\u00e9o<\/button><\/div><dialog id=\"modal-1\" class=\"modal__dialog modal__dialog--lightbox modal__dialog--large\">\n\t\t\t<button class=\"modal__close\" type=\"button\" aria-label=\"Fermer la fen\u00eatre contextuelle\" style=\"color:#000\"><svg viewbox=\"0 0 33 33\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\"><path d=\"M31 1.91016L1.91017 31\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><path d=\"M31 31L1.91017 1.91017\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button>\n\t\t\t<div class=\"modal__scroll\"><div class=\"modal__lightbox\">\n\t\t\t<span class=\"modal__lightbox-item-data\" data-item-url=\"https:\/\/www.youtube.com\/watch?v=OSo6unGoymk&amp;si=IBCe4k8FsfHQBQ7J\" hidden><\/span>\n\t\t\t<div class=\"modal__lightbox-display\" aria-live=\"polite\"><\/div>\n\t\t<\/div><\/div>\n\t\t<\/dialog><\/div>\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/docs.couchbase.com\/cloud\/vector-search\/vector-search.html\" title=\"Docs\" target=\"_self\">Docs<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center hero__media-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:55%\">\n<figure class=\"wp-block-image size-full has-custom-border size-large hero__image\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/vector-video-thumb-optsrb-2.png\" alt=\"\" class=\"wp-image-1409\" style=\"border-top-left-radius:var(--wp--custom--border-radius--card);border-top-right-radius:var(--wp--custom--border-radius--card);border-bottom-left-radius:var(--wp--custom--border-radius--card);border-bottom-right-radius:var(--wp--custom--border-radius--card)\"\/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<section class=\"wp-block-couchbase-com-2026-carousel splide\" data-splide=\"{&quot;arrows&quot;:false}\"><div class=\"splide__track\"><ul class=\"splide__list\">\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns cta-banner has-black-color has-orange-background-color has-text-color has-background has-link-color wp-elements-d2f0a7e28a23b019f1723fefa7d2d5f0 is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column cta-banner__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<figure class=\"wp-block-image size-medium size-large wp-duotone-black-and-white\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/banner-image-4-1-optsrb-2.png\" alt=\"\" class=\"wp-image-1471\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2180e70f wp-block-columns-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--xl);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column cta-banner__text is-layout-flow wp-container-core-column-is-layout-bdca1ed4 wp-block-column-is-layout-flow\">\n<p class=\"wp-paragraph is-style-eyebrow has-black-color has-text-color has-small-font-size wp-block-paragraph\">NOUVEAU<\/p>\n\n\n\n<h2 id=\"h-accelerate-building-safe-and-scalable-agentic-apps-with-hyperscale-vector-indexes\" class=\"wp-block-heading has-heading-sm-font-size\">Acc\u00e9l\u00e9rez la cr\u00e9ation d'applications agentiques s\u00fbres et \u00e9volutives avec des index vectoriels Hyperscale<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center cta-banner__cta is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-background-color has-background wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/blog\/couchbase-8-hyperscale-ai\/\" title=\"En savoir plus\" target=\"_self\">En savoir plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns cta-banner has-black-color has-orange-background-color has-text-color has-background has-link-color wp-elements-6924ecbcc78ded21cebffad4256c5506 is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column cta-banner__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<figure class=\"wp-block-image size-medium size-large wp-duotone-black-and-white\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/DG-optsrb-1.jpg\" alt=\"\" class=\"wp-image-1914\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2180e70f wp-block-columns-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--xl);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column cta-banner__text is-layout-flow wp-container-core-column-is-layout-bdca1ed4 wp-block-column-is-layout-flow\">\n<p class=\"wp-paragraph is-style-eyebrow has-black-color has-text-color has-small-font-size wp-block-paragraph\">\u00c9TALON<\/p>\n\n\n\n<h2 id=\"h-vector-search-tests-couchbase-is-350x-faster-than-mongodb-at-billion-scale\" class=\"wp-block-heading has-heading-sm-font-size\">Tests de recherche vectorielle : Couchbase est 350 fois plus rapide que MongoDB \u00e0 l'\u00e9chelle du milliard<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center cta-banner__cta is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-background-color has-background wp-element-button\" href=\"https:\/\/info.couchbase.com\/rs\/302-GJY-034\/images\/COU_1372%20-%208.0%20Benchmarks%20for%20Hyperscale%20Vector%20Search%20-%20WP.pdf\" title=\"En savoir plus\" target=\"_self\">En savoir plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns cta-banner has-black-color has-orange-background-color has-text-color has-background has-link-color wp-elements-b5c10a82c77b87c528f6325579dc335b is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column cta-banner__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<figure class=\"wp-block-image size-medium size-large wp-duotone-black-and-white\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/DG-banner-optsrb-2.png\" alt=\"\" class=\"wp-image-802\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2180e70f wp-block-columns-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--xl);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column cta-banner__text is-layout-flow wp-container-core-column-is-layout-bdca1ed4 wp-block-column-is-layout-flow\">\n<p class=\"wp-paragraph is-style-eyebrow has-black-color has-text-color has-small-font-size wp-block-paragraph\">PRODUIT<\/p>\n\n\n\n<h2 id=\"h-build-mobile-ai-apps-that-work-without-internet\" class=\"wp-block-heading has-heading-sm-font-size\">Cr\u00e9ez des applications d'IA mobiles qui fonctionnent sans Internet<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center cta-banner__cta is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-background-color has-background wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/products\/mobile\/\" title=\"En savoir plus\" target=\"_self\">En savoir plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<\/ul><\/div><\/section>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-card-group has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--custom--spacing--3-xl);padding-bottom:var(--wp--custom--spacing--3-xl)\">\n<section class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-container-core-group-is-layout-b429f6ad wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--sm);padding-left:var(--wp--preset--spacing--sm)\">\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-what-is-vector-search-used-for-in-a-database\">La recherche vectorielle est utilis\u00e9e dans une base de donn\u00e9es pour trouver des \u00e9l\u00e9ments qui sont s\u00e9mantiquement similaires \u00e0 une requ\u00eate donn\u00e9e. Au lieu de rechercher des correspondances exactes de mots cl\u00e9s, la recherche vectorielle compare la \u00ab signification \u00bb d'une requ\u00eate \u00e0 la \u00ab signification \u00bb des \u00e9l\u00e9ments stock\u00e9s dans la base de donn\u00e9es.\n\nCela est rendu possible en repr\u00e9sentant les donn\u00e9es (texte, images, sons, etc.) sous forme de vecteurs num\u00e9riques dans un espace multidimensionnel. Ces vecteurs capturent les caract\u00e9ristiques s\u00e9mantiques des donn\u00e9es. Les \u00e9l\u00e9ments ayant des significations similaires seront repr\u00e9sent\u00e9s par des vecteurs qui sont proches les uns des autres dans cet espace.\n\nVoici quelques cas d'utilisation courants de la recherche vectorielle dans les bases de donn\u00e9es :\n\n*   **Recherche s\u00e9mantique :** Trouver des documents ou des produits qui correspondent \u00e0 l'intention ou au sens d'une requ\u00eate, m\u00eame si les mots exacts ne sont pas pr\u00e9sents. Par exemple, rechercher \u00ab v\u00eatements d'\u00e9t\u00e9 confortables \u00bb pourrait renvoyer des articles comme des shorts en lin, des t-shirts l\u00e9gers et des sandales.\n*   **Recherche d'images similaires :** Trouver des images qui ressemblent visuellement \u00e0 une image de r\u00e9f\u00e9rence. Utile pour la d\u00e9couverte de produits, la d\u00e9tection de doublons ou l'organisation de collections d'images.\n*   **Syst\u00e8mes de recommandation :** Recommander des articles (produits, films, musique) similaires \u00e0 ceux qu'un utilisateur a aim\u00e9s ou consult\u00e9s.\n*   **D\u00e9tection d'anomalies :** Identifier des points de donn\u00e9es qui s'\u00e9cartent significativement de la norme, car leurs vecteurs seraient \u00e9loign\u00e9s de la majorit\u00e9 des autres vecteurs.\n*   **Traitement du langage naturel (NLP) :** Comprendre et comparer la signification de phrases, de paragraphes ou de documents entiers pour des t\u00e2ches telles que la classification de texte, le regroupement et la r\u00e9ponse aux questions.\n*   **Reconnaissance vocale et traitement audio :** Comparer des segments audio pour trouver des sons similaires ou identifier des locuteurs.\n\nEn r\u00e9sum\u00e9, la recherche vectorielle permet de passer d'une recherche bas\u00e9e sur des correspondances litt\u00e9rales \u00e0 une recherche bas\u00e9e sur la compr\u00e9hension et la similitude s\u00e9mantique, ouvrant ainsi la voie \u00e0 des applications plus intelligentes et intuitives.<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">La recherche vectorielle fournit des r\u00e9sultats de plus proches voisins sans n\u00e9cessiter de correspondance directe. Le texte, les images, l'audio et la vid\u00e9o sont convertis en repr\u00e9sentations math\u00e9matiques et utilis\u00e9s pour la recherche s\u00e9mantique ou pour surmonter les d\u00e9fis de l'IA en utilisant le <a href=\"https:\/\/www.couchbase.com\/fr\/blog\/an-overview-of-retrieval-augmented-generation\/\">cadre de g\u00e9n\u00e9ration augment\u00e9 par r\u00e9cup\u00e9ration (RAG)<\/a>. Au niveau de l'entreprise, la recherche vectorielle est couramment utilis\u00e9e pour des chatbots puissants en langage naturel, une recherche sophistiqu\u00e9e combinant recherche par plage, texte et pr\u00e9dicats vectoriels, et l'analyse de donn\u00e9es permettant de rep\u00e9rer des similarit\u00e9s et des anomalies. Dans Couchbase 8.0, nous introduisons des index vectoriels Hyperscale et Composite pour am\u00e9liorer la pr\u00e9cision du RAG \u00e0 grande \u00e9chelle sans nuire aux performances ou au co\u00fbt des op\u00e9rations.<\/p>\n<\/section>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-heading-md-font-size\" id=\"h-don-t-let-these-vector-search-challenges-slow-you-down\" style=\"padding-top:var(--wp--custom--spacing--lg);padding-bottom:var(--wp--custom--spacing--md)\">Ne laissez pas ces d\u00e9fis de recherche vectorielle vous ralentir<\/h3>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-custom-card is-full-height has-transparent-background-color has-background is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-7a69a098 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--lg)\"><div class=\"is-size-large wp-elements-76ae629e2b401490170eb66862ddbd3e wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"12 12 36 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"m25.6 30.05-3.52 3.92v1.44h7.26v-1.8h-4.47l2.05-2.23c1.32-1.44 1.96-2.66 1.96-3.75 0-.91-.31-1.66-.93-2.22-.61-.55-1.43-.83-2.44-.83-1.08 0-1.96.32-2.62.95-.66.64-1 1.48-1 2.49v.39h2.03v-.39c0-.54.13-.93.41-1.22.27-.28.66-.42 1.18-.42.41 0 .73.12.97.38.24.26.36.59.36 1.01 0 .32-.08.64-.24.94-.18.33-.52.78-1 1.33ZM36.75 35.41v-2.3h1.38v-1.8h-1.38v-6.58h-1.93l-4.61 7.15v1.24h4.51v2.3h2.03ZM32.73 31.31l1.99-3.11v3.11h-1.99Z\"\/><path d=\"M45.25,30.56c-.04,1.18-.22,2.34-.53,3.46-1.81,6.62-7.86,11.24-14.71,11.24-8.41,0-15.25-6.84-15.25-15.25s6.84-15.25,15.25-15.25c1.78,0,3.54.31,5.24.92,1.01.37,1.98.85,2.9,1.43l.48.3-1.46,2.2,7.44.84-.82-2.01h0s-2.22-5.43-2.22-5.43l-1.41,2.11-.46-.3c-.81-.52-1.67-.98-2.56-1.37h0l-.1-.04c-2.22-.94-4.58-1.42-7.01-1.42-9.93,0-18,8.08-18,18s8.08,18,18,18c8.45,0,15.85-5.99,17.61-14.26.23-1.04.36-2.11.39-3.19h-2.75Z\"\/><\/svg><\/div>\n\n\n<h2 class=\"wp-block-heading has-text-align-left has-black-color has-text-color has-heading-sm-font-size\" id=\"h-complexity\">Complexit\u00e9<\/h2>\n\n\n\n<p class=\"has-text-align-left has-black-color has-text-color wp-block-paragraph\">Il n'est pas n\u00e9cessaire d'utiliser une base de donn\u00e9es distincte pour la recherche vectorielle, ce qui ajoute de la complexit\u00e9, de l'administration, des co\u00fbts et de la latence \u00e0 l'application globale.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-custom-card is-full-height has-transparent-background-color has-background is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-7a69a098 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--lg)\"><div class=\"is-size-large wp-elements-ac0017c166d782844470582e65513e46 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"7 0 46 60\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><g id=\"F4VAjD.tif\">\n    <path d=\"m22.69,59.73c1.81-8.47,3.63-16.94,5.49-25.63H7.29c1.26-11.46,2.49-22.73,3.74-34.1h26.56c-1.26,6.23-2.51,12.41-3.82,18.86h18.93v5.9c-9.81,11.65-19.73,23.44-29.65,35.23-.12-.09-.25-.18-.37-.27Zm6.75-13.8c.14.06.29.12.43.18,6.45-7.66,12.91-15.33,19.36-22.99-.1-.15-.2-.3-.29-.45h-19.6c1.26-6.42,2.49-12.63,3.72-18.89H14.36c-.99,8.9-1.96,17.65-2.96,26.64h21.36c-1.14,5.33-2.23,10.43-3.32,15.52Z\"\/>\n  <\/g><\/svg><\/div>\n\n\n<h2 class=\"wp-block-heading has-text-align-left has-black-color has-text-color has-heading-sm-font-size\" id=\"h-latency\">Latence<\/h2>\n\n\n\n<p class=\"has-text-align-left has-black-color has-text-color wp-block-paragraph\">Renvoyer les r\u00e9sultats aussi vite que possible est essentiel pour les utilisateurs. Les sauts suppl\u00e9mentaires et un mauvais indexage tuent l'exp\u00e9rience utilisateur.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-custom-card is-full-height has-transparent-background-color has-background is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-7a69a098 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--lg)\"><div class=\"is-size-large wp-elements-a7b14a8ca3166665c8e82c1e26c78dfc wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"17 13 26 34\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M38.83,24.53h-.81s.02-4.43.02-4.43c.02-4.04-3.9-7.35-7.95-7.37-4.04-.02-7.99,3.26-8,7.3l-.02,4.42h-.81c-2.48-.01-4.51,2-4.52,4.48l-.05,13.73c0,2.48,2,4.51,4.48,4.52l17.57.07c2.48,0,4.51-2,4.52-4.48l.05-13.73c0-2.48-2-4.51-4.48-4.52ZM24.89,20.05c0-2.5,2.69-4.52,5.19-4.51,2.5,0,5.16,2.05,5.15,4.55l-.02,4.42-10.34-.04.02-4.42ZM40.38,42.77c0,.89-.73,1.62-1.63,1.61l-17.57-.07c-.89,0-1.62-.73-1.61-1.63l.05-13.73c0-.89.73-1.62,1.63-1.61l17.57.07c.89,0,1.62.73,1.61,1.63l-.05,13.73Z\"\/><path d=\"M30.02,30.67c-1.31,0-2.38,1.06-2.39,2.37,0,.78.37,1.47.94,1.91l-.02,4.67c0,.79.63,1.43,1.42,1.43.79,0,1.43-.63,1.43-1.42l.02-4.67c.58-.43.96-1.12.96-1.9,0-1.31-1.06-2.38-2.37-2.39Z\"\/><\/svg><\/div>\n\n\n<h2 class=\"wp-block-heading has-text-align-left has-black-color has-text-color has-heading-sm-font-size\" id=\"h-security\">S\u00e9curit\u00e9<\/h2>\n\n\n\n<p class=\"has-text-align-left has-black-color has-text-color wp-block-paragraph\">Cr\u00e9ez des applications d'IA sans alimenter les mod\u00e8les publics avec des donn\u00e9es d'entreprise et offrez aux utilisateurs des r\u00e9sultats pr\u00e9cis et actualis\u00e9s.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-custom-card is-full-height has-transparent-background-color has-background is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-7a69a098 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--lg)\"><div class=\"is-size-large wp-elements-5e45b11dfb4ffd7f11e80991fbd7df18 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"12 12 36 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><polygon points=\"26.6 45.41 14.59 45.41 14.59 33.4 21.13 33.4 21.13 31 12.19 31 12.19 47.81 29 47.81 29 38.68 26.6 38.68 26.6 45.41\"\/><polygon points=\"22.08 12.19 22.08 29.87 24.47 29.87 24.47 14.58 45.42 14.58 45.42 35.53 30.01 35.53 30.01 37.92 47.81 37.92 47.81 12.19 22.08 12.19\"\/><polygon points=\"20.02 41.61 37.32 24.79 37.26 28.85 39.74 26.44 39.82 20.69 34.07 20.61 31.59 23.02 35.65 23.07 18.35 39.89 20.02 41.61\"\/><\/svg><\/div>\n\n\n<h2 class=\"wp-block-heading has-text-align-left has-black-color has-text-color has-heading-sm-font-size\" id=\"h-scalability\">\u00c9volutivit\u00e9<\/h2>\n\n\n\n<p class=\"has-text-align-left has-black-color has-text-color wp-block-paragraph\">Couchbase a fait ses preuves pour g\u00e9rer des milliards de vecteurs avec des temps de r\u00e9ponse de l'ordre de la milliseconde, permettant ainsi \u00e0 votre application de s'adapter \u00e0 l'\u00e9chelle mondiale sans limites.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-card-group wp-block-card-group--slider has-peach-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--custom--spacing--3-xl);padding-bottom:var(--wp--custom--spacing--3-xl)\">\n<section class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-container-core-group-is-layout-b429f6ad wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--sm);padding-left:var(--wp--preset--spacing--sm)\">\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-vector-search-key-capabilities\">Capacit\u00e9s cl\u00e9s de la recherche vectorielle<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">La cr\u00e9ation d'applications performantes bas\u00e9es sur les vecteurs et l'IA n\u00e9cessite une plateforme de base de donn\u00e9es puissante dot\u00e9e d'une architecture diff\u00e9renci\u00e9e, \u00e0 la fois rapide, abordable et polyvalente.<\/p>\n<\/section>\n\n\n\n<section class=\"wp-block-couchbase-com-2026-slider alignfull splide\" data-slider=\"{}\"><div class=\"splide__track\"><ul class=\"splide__list\">\n<li class=\"wp-block-couchbase-com-2026-slider-card splide__slide\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--orange-border has-white-background-color has-background is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-57c3af0d wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--lg)\"><div class=\"is-size-large wp-elements-25741d695905ab35bacc87e15ea6719c wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"0 1 60 58\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M54.9,3.5H32.2V1.1h-4.5v2.4H5.1C2.3,3.5,0,5.8,0,8.6v33.6c0,2.8,2.3,5.1,5.1,5.1h22.6v7.1H9.2v4.5h41.2v-4.5  H32.3v-7.1h22.6c2.8,0,5.1-2.3,5.1-5.1V8.6C60,5.8,57.7,3.5,54.9,3.5L54.9,3.5z M55.5,42.2c0,0.3-0.3,0.6-0.6,0.6H5.1  c-0.3,0-0.6-0.3-0.6-0.6V8.6C4.5,8.3,4.8,8,5.1,8h49.8c0.3,0,0.6,0.3,0.6,0.6C55.5,8.6,55.5,42.2,55.5,42.2z\"><\/path>\n<rect x=\"12\" y=\"36.6\" width=\"36\" height=\"3\"><\/rect>\n<g>\n\t<g>\n\t\t<path d=\"M14.3,15c-4,0-7.2,3.2-7.2,7.2s3.2,7.2,7.2,7.2s7.2-3.2,7.2-7.2S18.3,15,14.3,15z M14.3,28.2    c-3.3,0-5.9-2.6-5.9-5.9s2.6-5.9,5.9-5.9s5.9,2.6,5.9,5.9S17.6,28.2,14.3,28.2z\"><\/path>\n\t\t<polygon points=\"13.1,23.7 11.5,21.8 10.5,22.6 13,25.6 18.5,20.4 17.6,19.4   \"><\/polygon>\n\t<\/g>\n\t<g>\n\t\t<path d=\"M30,15c-4,0-7.2,3.2-7.2,7.2s3.2,7.2,7.2,7.2s7.2-3.2,7.2-7.2S34,15,30,15z M30,28.2c-3.3,0-5.9-2.6-5.9-5.9    s2.6-5.9,5.9-5.9s5.9,2.6,5.9,5.9S33.3,28.2,30,28.2z\"><\/path>\n\t\t<polygon points=\"28.8,23.7 27.2,21.8 26.2,22.6 28.7,25.6 34.2,20.4 33.3,19.4   \"><\/polygon>\n\t<\/g>\n\t<g>\n\t\t<path d=\"M45.7,15c-4,0-7.2,3.2-7.2,7.2s3.2,7.2,7.2,7.2s7.2-3.2,7.2-7.2S49.6,15,45.7,15z M45.7,28.2    c-3.3,0-5.9-2.6-5.9-5.9s2.6-5.9,5.9-5.9c3.3,0,5.9,2.6,5.9,5.9S48.9,28.2,45.7,28.2z\"><\/path>\n\t\t<polygon points=\"44.5,23.7 42.8,21.8 41.9,22.6 44.4,25.6 49.8,20.4 48.9,19.4   \"><\/polygon>\n\t<\/g>\n<\/g><\/svg><\/div>\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-black-color has-text-color has-heading-sm-font-size\" id=\"h-ai-data-plane-for-agentic-applications\">Plan de donn\u00e9es IA pour les applications agentiques<\/h2>\n\n\n\n<p class=\"has-text-align-center has-black-color has-text-color wp-block-paragraph\">Cr\u00e9ez des applications modernes, prenant en charge l'IA, le RAG et <a href=\"https:\/\/www.couchbase.com\/fr\/blog\/agentic-ai\/\">agents<\/a> \u00e0 grande \u00e9chelle, tout en minimisant les probl\u00e8mes de confidentialit\u00e9 et la latence.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--3\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/products\/ai-services\/\" title=\"En savoir plus\" target=\"_self\">En savoir plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-slider-card splide__slide\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--orange-border has-white-background-color has-background is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-57c3af0d wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--lg)\"><div class=\"is-size-large wp-elements-2014421bb2207775347749ab6c407e1a wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"9 14 41 31\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><polygon points=\"18.96 29.02 15.12 25 16.74 23.45 18.87 25.68 23.15 20.65 24.86 22.1 18.96 29.02\"\/><path d=\"M40.35,41.15l-11.21-11.21c.85-1.54,1.31-3.28,1.31-5.06,0-5.78-4.7-10.48-10.48-10.48s-10.48,4.7-10.48,10.48,4.7,10.48,10.48,10.48c1.82,0,3.59-.47,5.15-1.36l11.19,11.19,4.04-4.04ZM36.31,42.02l-9.35-9.35c.31-.27.6-.57.87-.87l9.35,9.35-.87.87ZM19.97,33.11c-4.54,0-8.24-3.7-8.24-8.24s3.7-8.24,8.24-8.24,8.24,3.7,8.24,8.24c0,1.52-.42,3.01-1.21,4.29-.68,1.11-1.62,2.06-2.74,2.74-1.28.79-2.76,1.2-4.29,1.2Z\"\/><rect x=\"33.08\" y=\"17.52\" width=\"17.43\" height=\"2.52\"\/><rect x=\"33.08\" y=\"22.2\" width=\"17.43\" height=\"2.52\"\/><rect x=\"33.08\" y=\"26.88\" width=\"9.94\" height=\"2.52\"\/><\/svg><\/div>\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-black-color has-text-color has-heading-sm-font-size\" id=\"h-unmatched-indexing-flexibility\">Flexibilit\u00e9 d'indexation in\u00e9gal\u00e9e<\/h2>\n\n\n\n<p class=\"has-text-align-center has-black-color has-text-color wp-block-paragraph\">Couchbase offre de mani\u00e8re unique trois options d'indexation vectorielle pour r\u00e9pondre \u00e0 vos besoins en mati\u00e8re de performances, de pr\u00e9cision, de co\u00fbt et de requ\u00eates.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--4\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/docs.couchbase.com\/server\/current\/vector-index\/use-vector-indexes.html\" title=\"En savoir plus\">En savoir plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-slider-card splide__slide\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--orange-border has-white-background-color has-background is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-57c3af0d wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--lg)\"><div class=\"is-size-large wp-elements-4ad0dc917cece1487f7951397329d171 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"12 12 36 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><polygon points=\"44.87 37.07 43.04 37.07 43.04 40.06 47.86 40.06 47.86 35.24 44.87 35.24 44.87 37.07\"\/><rect x=\"34.79\" y=\"37.07\" width=\"6.35\" height=\"2.99\"\/><polygon points=\"22.8 35.24 19.8 35.24 19.8 40.06 24.63 40.06 24.63 37.07 22.8 37.07 22.8 35.24\"\/><rect x=\"19.8\" y=\"18.73\" width=\"2.99\" height=\"6.35\"\/><polygon points=\"22.8 14.99 24.63 14.99 24.63 12 19.8 12 19.8 16.82 22.8 16.82 22.8 14.99\"\/><rect x=\"26.53\" y=\"12\" width=\"6.35\" height=\"2.99\"\/><rect x=\"34.79\" y=\"12\" width=\"6.35\" height=\"2.99\"\/><polygon points=\"43.04 12 43.04 14.99 44.87 14.99 44.87 16.82 47.86 16.82 47.86 12 43.04 12\"\/><rect x=\"44.87\" y=\"18.73\" width=\"2.99\" height=\"6.35\"\/><rect x=\"44.87\" y=\"26.98\" width=\"2.99\" height=\"6.35\"\/><path d=\"M38.31,24.03l1.48,1.41.99-5.88-6.1.99,1.48,1.41-3.51,3.51H12.14v22.53h22.53v-20.32l3.65-3.65ZM31.67,40.06v4.95H15.13v-16.54h4.68v4.86h2.99v-4.86h8.83l.04.04v8.56h-5.14v2.99h5.14Z\"\/><\/svg><\/div>\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-black-color has-text-color has-heading-sm-font-size\" id=\"h-billions-scale-performance\">Performance \u00e0 l'\u00e9chelle de milliards<\/h2>\n\n\n\n<p class=\"has-text-align-center has-black-color has-text-color wp-block-paragraph\">Recherche vectorielle \u00e0 l'\u00e9chelle du milliard pour un contexte IA en temps r\u00e9el \u00e0 grande \u00e9chelle avec une architecture ax\u00e9e sur la m\u00e9moire et des services d'indexation flexibles.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--5\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/multi-dimensional-scalability-overview\/\" title=\"En savoir plus\" target=\"_self\">En savoir plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-slider-card splide__slide\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--orange-border has-white-background-color has-background is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-57c3af0d wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--lg)\"><div class=\"is-size-large wp-elements-e9591fb7cb9a7eba04840dc0ecd0b0c6 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"12 12 36 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M40.64,16.69c-.83,0-1.63.14-2.41.41-1.69-3.05-4.9-4.97-8.43-4.97-4.44,0-8.23,3.01-9.32,7.2-.71-.27-1.46-.41-2.23-.41-3.44,0-6.25,2.8-6.25,6.25s2.8,6.25,6.25,6.25h4.15v13.95c0,1.39,1.13,2.52,2.52,2.52h10.16c1.39,0,2.52-1.13,2.52-2.52v-13.95h3.04c4.06,0,7.36-3.3,7.36-7.36s-3.3-7.36-7.36-7.36ZM35.91,45.36c0,.46-.37.83-.83.83h-10.16c-.46,0-.83-.37-.83-.83v-1.7h11.82v1.7ZM35.91,41.96h-11.82v-16.06c0-.46.37-.83.83-.83h4.45v7.77l-1.15-1.15-.9.9,2.68,2.68,2.68-2.68-.9-.9-1.15,1.15v-7.77h4.45c.46,0,.83.37.83.83v16.06ZM40.64,29.51h-3.04v-3.6c0-1.39-1.13-2.52-2.52-2.52h-4.45v-3.4l1.15,1.15.9-.9-2.68-2.68-2.68,2.68.9.9,1.15-1.15v3.4h-4.45c-1.39,0-2.52,1.13-2.52,2.52v3.6h-4.15c-2.4,0-4.35-1.95-4.35-4.35s1.95-4.35,4.35-4.35c.86,0,1.69.25,2.4.73.28.18.63.21.93.07.3-.14.51-.42.54-.75.46-3.9,3.76-6.83,7.68-6.83,3.09,0,5.88,1.83,7.1,4.67.1.24.3.43.55.52.25.09.52.07.75-.04.77-.39,1.59-.58,2.44-.58,3.01,0,5.46,2.45,5.46,5.46s-2.45,5.46-5.46,5.46Z\" stroke-width=\"0\"\/><\/svg><\/div>\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-black-color has-text-color has-heading-sm-font-size\" id=\"h-cloud-to-edge-support\">Support du cloud \u00e0 l'edge<\/h2>\n\n\n\n<p class=\"has-text-align-center has-black-color has-text-color wp-block-paragraph\">Gr\u00e2ce \u00e0 la recherche vectorielle dans le cloud et sur l'appareil, vous b\u00e9n\u00e9ficiez de l'\u00e9chelle du cloud requise pour l'IA et du traitement en p\u00e9riph\u00e9rie pour la rendre efficace.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--6\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/products\/mobile\/\" title=\"En savoir plus\" target=\"_self\">En savoir plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/li>\n<\/ul><div class=\"slider__progress\"><div class=\"slider__progress-bar\" role=\"slider\" tabindex=\"0\" aria-label=\"Diapositive\" aria-valuemin=\"0\" aria-valuenow=\"0\" aria-valuemax=\"0\"><\/div><\/div><\/div><\/section>\n<\/section>\n\n\n\n<div class=\"wp-block-group alignfull has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-media-text is-stacked-on-mobile has-media-on-the-right is-vertically-aligned-center\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:0;padding-bottom:var(--wp--preset--spacing--xl);padding-left:0\"><div class=\"wp-block-media-text__content\">\n\n<h2 class=\"wp-block-heading has-heading-md-font-size\" id=\"h-similarity-search-hybrid-search\">Recherche de similarit\u00e9, recherche hybride<\/h2>\n\n<p>La similarit\u00e9 est un outil puissant, mais les sc\u00e9narios du monde r\u00e9el n\u00e9cessitent une recherche hybride sur le texte, les g\u00e9olocalisations, les plages et les donn\u00e9es op\u00e9rationnelles. Avec plusieurs options d'indexation, les d\u00e9veloppeurs peuvent affiner pr\u00e9cis\u00e9ment leur strat\u00e9gie de recherche hybride pour des performances et une pertinence optimales.<\/p>\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button has-background has-black-background-color\" href=\"https:\/\/www.couchbase.com\/fr\/blog\/vector-similarity-search\/\" title=\"En savoir plus \" target=\"_self\">En savoir plus<\/a><\/div>\n\n<\/div>\n\n<\/div><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" class=\"wp-image-1913 size-full\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Vector-Search_Hybrid-Search-optsrb-1.png\" alt=\"\" \/><\/figure><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-center has-media-on-the-left\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:0;padding-bottom:var(--wp--preset--spacing--xl);padding-left:0\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Vector-Search_RAG-AI-optsrb-1.png\" alt=\"\" class=\"wp-image-1915 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 id=\"h-agentic-and-rag-apps\" class=\"wp-block-heading has-heading-md-font-size\">Applications agentiques et RAG<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Les agents d'IA apporteront un nouveau niveau de sophistication et de raisonnement \u00e0 la mani\u00e8re dont les utilisateurs interagissent avec une organisation et ses donn\u00e9es. Gr\u00e2ce au RAG, les \u00e9quipes peuvent rendre les applications d'IA plus s\u00fbres, plus pr\u00e9cises et actualis\u00e9es.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-background-color has-background wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/blog\/what-is-an-ai-agent\/\" title=\"Apprenez-en davantage sur les agents d&#039;IA\" target=\"_self\">Apprenez-en davantage sur les agents d'IA<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-media-text is-stacked-on-mobile has-media-on-the-right is-vertically-aligned-center\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:0;padding-bottom:var(--wp--preset--spacing--xl);padding-left:0\"><div class=\"wp-block-media-text__content\">\n\n<h2 class=\"wp-block-heading has-heading-md-font-size\" id=\"h-fraud-and-anomaly-detection\">D\u00e9tection de fraude et d'anomalies<\/h2>\n\n<p>En convertissant le comportement et les transactions des utilisateurs en vecteurs, ces mod\u00e8les peuvent \u00eatre compar\u00e9s \u00e0 d'autres repr\u00e9sentations vectorielles similaires qui pourraient indiquer une fraude. La recherche vectorielle est efficace pour g\u00e9rer les donn\u00e9es de haute dimension et la correspondance de similarit\u00e9.<\/p>\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button has-background has-black-background-color\" href=\"https:\/\/www.couchbase.com\/fr\/customers\/fico\/\" title=\"Lire le t\u00e9moignage d&#039;un client\" target=\"_self\">Lire le t\u00e9moignage d'un client<\/a><\/div>\n\n<\/div>\n\n<\/div><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" class=\"wp-image-889 size-full\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Vector-Search_Fraud-Detection-optsrb-3.png\" alt=\"\" \/><\/figure><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-media-text is-stacked-on-mobile has-media-on-the-left is-vertically-aligned-center\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:0;padding-bottom:var(--wp--preset--spacing--xl);padding-left:0\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" class=\"wp-image-1916 size-full\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Vector-Search_Mobile-Vector-optsrb-1.png\" alt=\"\" \/><\/figure><div class=\"wp-block-media-text__content\">\n\n<h2 class=\"wp-block-heading has-heading-md-font-size\" id=\"h-mobile-vector-apps\">Applications vectorielles mobiles<\/h2>\n\n<p>L'ex\u00e9cution de la recherche vectorielle sur des appareils mobiles et embarqu\u00e9s pr\u00e9sente tous les avantages du edge computing, notamment des temps de r\u00e9ponse en millisecondes, la fiabilit\u00e9, la disponibilit\u00e9 m\u00eame sans connexion Internet (\u201c offline-first \u201d), des \u00e9conomies de bande passante et, plus important encore, des r\u00e9ponses personnalis\u00e9es sans compromettre la confidentialit\u00e9 des donn\u00e9es.<\/p>\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button has-background has-black-background-color\" href=\"https:\/\/www.couchbase.com\/fr\/products\/mobile\/\" title=\"En savoir plus\" target=\"_self\">En savoir plus<\/a><\/div>\n\n<\/div>\n\n<\/div><\/div>\n<\/div>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-card-group has-orange-background-color has-background is-layout-constrained wp-container-core-group-is-layout-de816eab wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<section class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-container-core-group-is-layout-31f17db7 wp-block-group-is-layout-constrained\" style=\"margin-bottom:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--sm);padding-left:var(--wp--preset--spacing--sm)\">\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-what-customers-are-saying\">Ce que disent les clients<\/h2>\n<\/section>\n\n\n\n<div class=\"wp-block-group alignfull has-orange-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:0\">\n<section class=\"wp-block-couchbase-com-2026-carousel splide\" data-splide=\"{&quot;arrows&quot;:false}\"><div class=\"splide__track\"><ul class=\"splide__list\">\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns are-vertically-aligned-center quote-card has-orange-background-color has-background is-layout-flex wp-container-core-columns-is-layout-881fa9ed wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-stretch quote-card__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/seenit-optsrb-4.png\" alt=\"\" class=\"wp-image-857\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center quote-card__content-column is-layout-flow wp-container-core-column-is-layout-227e1d38 wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:0;padding-bottom:var(--wp--preset--spacing--lg);padding-left:0;flex-basis:66.66%\">\n<figure class=\"wp-block-image size-full is-resized size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/seenit-1-4.svg\" alt=\"\" class=\"wp-image-858\" style=\"width:auto;height:40px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<blockquote class=\"wp-block-quote is-style-plain has-heading-2xs-font-size has-heading-2-xs-font-size is-layout-flow wp-container-core-quote-is-layout-329e6949 wp-block-quote-is-layout-flow is-style-plain--7\" style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0\">\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(20px, 1.25rem + ((1vw - 3.2px) * 1.111), 32px);\">\u201cLes nouvelles capacit\u00e9s de recherche vectorielle de Couchbase transforment la fa\u00e7on dont nous proposons la d\u00e9couverte vid\u00e9o contextuelle pour les entreprises.\u201d<\/p>\n<cite><strong>Ian Merrington<\/strong>, Directeur technique, Seenit<\/cite><\/blockquote>\n<\/div>\n\n\n\n<div class=\"wp-block-column quote-card__stats-column is-layout-flow wp-container-core-column-is-layout-d7dff5a0 wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group wp-block-stat-item is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-5ad03b39 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-black-color has-text-color has-heading-2-xl-font-size wp-block-paragraph\" style=\"font-weight:700;line-height:1.1\">92%<\/p>\n\n\n\n<p class=\"has-text-align-center has-body-small-font-size wp-block-paragraph\">une mise en \u0153uvre plus rapide des nouvelles fonctionnalit\u00e9s<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a880d28f wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-white-background-color has-background wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/customers\/seenit\/\" title=\"Lire le t\u00e9moignage d&#039;un client\" target=\"_self\">Lire le t\u00e9moignage d'un client<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns are-vertically-aligned-center quote-card has-orange-background-color has-background is-layout-flex wp-container-core-columns-is-layout-881fa9ed wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-stretch quote-card__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Hi-Tech-customer-optsrb-3.png\" alt=\"\" class=\"wp-image-894\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center quote-card__content-column is-layout-flow wp-container-core-column-is-layout-227e1d38 wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:0;padding-bottom:var(--wp--preset--spacing--lg);padding-left:0;flex-basis:66.66%\">\n<figure class=\"wp-block-image size-full is-resized size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Jinmu-black-3.svg\" alt=\"\" class=\"wp-image-895\" style=\"width:auto;height:40px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<blockquote class=\"wp-block-quote is-style-plain has-heading-2xs-font-size has-heading-2-xs-font-size is-layout-flow wp-container-core-quote-is-layout-329e6949 wp-block-quote-is-layout-flow is-style-plain--8\" style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0\">\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(20px, 1.25rem + ((1vw - 3.2px) * 1.111), 32px);\">\u201cLes donn\u00e9es de communication en temps r\u00e9el et les requ\u00eates \u00e0 haute concurrence de Couchbase am\u00e9liorent consid\u00e9rablement les performances et la stabilit\u00e9 de l'application d'assistant IA.\u201d<\/p>\n<cite><strong>Andy Qiu<\/strong>, PDG, Jinmu<\/cite><\/blockquote>\n<\/div>\n\n\n\n<div class=\"wp-block-column quote-card__stats-column is-layout-flow wp-container-core-column-is-layout-d7dff5a0 wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group wp-block-stat-item is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-5ad03b39 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-black-color has-text-color has-heading-2-xl-font-size wp-block-paragraph\" style=\"font-weight:700;line-height:1.1\">70M<\/p>\n\n\n\n<p class=\"has-text-align-center has-body-small-font-size wp-block-paragraph\">documents<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-5ad03b39 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-black-color has-text-color has-heading-2-xl-font-size wp-block-paragraph\" style=\"font-weight:700;line-height:1.1\">8K<\/p>\n\n\n\n<p class=\"has-text-align-center has-body-small-font-size wp-block-paragraph\">op\u00e9rations par seconde<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a880d28f wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-white-background-color has-background wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/customers\/jinmu\/\" title=\"Lire le t\u00e9moignage d&#039;un client\" target=\"_self\">Lire le t\u00e9moignage d'un client<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns are-vertically-aligned-center quote-card has-orange-background-color has-background is-layout-flex wp-container-core-columns-is-layout-881fa9ed wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-stretch quote-card__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Centeredge-optsrb-2.png\" alt=\"\" class=\"wp-image-1568\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center quote-card__content-column is-layout-flow wp-container-core-column-is-layout-227e1d38 wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:0;padding-bottom:var(--wp--preset--spacing--lg);padding-left:0;flex-basis:66.66%\">\n<figure class=\"wp-block-image size-full is-resized size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/centeredge-developer-productivity-2.svg\" alt=\"\" class=\"wp-image-1569\" style=\"width:auto;height:40px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<blockquote class=\"wp-block-quote is-style-plain has-heading-2xs-font-size has-heading-2-xs-font-size is-layout-flow wp-container-core-quote-is-layout-329e6949 wp-block-quote-is-layout-flow is-style-plain--9\" style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0\">\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(20px, 1.25rem + ((1vw - 3.2px) * 1.111), 32px);\">\"Couchbase Search nous permet de fournir tr\u00e8s efficacement des r\u00e9sultats de recherche aux clients \u00e0 partir d'ensembles de donn\u00e9es extr\u00eamement volumineux.<\/p>\n<cite><strong>Brant Burnett<\/strong>, Architecte syst\u00e8me, CenterEdge Software<\/cite><\/blockquote>\n<\/div>\n\n\n\n<div class=\"wp-block-column quote-card__stats-column is-layout-flow wp-container-core-column-is-layout-d7dff5a0 wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group wp-block-stat-item is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-5ad03b39 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-black-color has-text-color has-heading-2-xl-font-size wp-block-paragraph\" style=\"font-weight:700;line-height:1.1\">360\u00b0<\/p>\n\n\n\n<p class=\"has-text-align-center has-body-small-font-size wp-block-paragraph\">informations clients pour leurs clients<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a880d28f wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-white-background-color has-background wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/customers\/centeredge\/\" title=\"Lire le t\u00e9moignage d&#039;un client\" target=\"_self\">Lire le t\u00e9moignage d'un client<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns are-vertically-aligned-center quote-card has-orange-background-color has-background is-layout-flex wp-container-core-columns-is-layout-881fa9ed wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-stretch quote-card__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Swarm-Quote-optsrb-3.png\" alt=\"\" class=\"wp-image-854\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center quote-card__content-column is-layout-flow wp-container-core-column-is-layout-227e1d38 wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:0;padding-bottom:var(--wp--preset--spacing--lg);padding-left:0;flex-basis:66.66%\">\n<figure class=\"wp-block-image size-full is-resized size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/swarm-01-1-1.svg\" alt=\"\" class=\"wp-image-1890\" style=\"width:auto;height:40px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<blockquote class=\"wp-block-quote is-style-plain has-heading-2xs-font-size has-heading-2-xs-font-size is-layout-flow wp-container-core-quote-is-layout-329e6949 wp-block-quote-is-layout-flow is-style-plain--10\" style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0\">\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(20px, 1.25rem + ((1vw - 3.2px) * 1.111), 32px);\">\u201c Ce que Couchbase a fait avec SQL++ a \u00e9t\u00e9 l'une des choses les plus innovantes r\u00e9alis\u00e9es dans le domaine des bases de donn\u00e9es depuis des d\u00e9cennies. \u201d<\/p>\n<cite><strong>Bill House<\/strong>, Vice-pr\u00e9sident de l'ing\u00e9nierie, SWARM Engineering<\/cite><\/blockquote>\n<\/div>\n\n\n\n<div class=\"wp-block-column quote-card__stats-column is-layout-flow wp-container-core-column-is-layout-d7dff5a0 wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group wp-block-stat-item is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-5ad03b39 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-black-color has-text-color has-heading-2-xl-font-size wp-block-paragraph\" style=\"font-weight:700;line-height:1.1\">400%<\/p>\n\n\n\n<p class=\"has-text-align-center has-body-small-font-size wp-block-paragraph\">temps de planification plus rapide<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-5ad03b39 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-black-color has-text-color has-heading-2-xl-font-size wp-block-paragraph\" style=\"font-weight:700;line-height:1.1\">$1M+<\/p>\n\n\n\n<p class=\"has-text-align-center has-body-small-font-size wp-block-paragraph\">\u00e9conomies par optimisation<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a880d28f wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-background-color has-background wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/customers\/swarm-engineering\/\" title=\"Lire le t\u00e9moignage d&#039;un client\" target=\"_self\">Lire le t\u00e9moignage d'un client<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<\/ul><\/div><\/section>\n<\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-columns cta-banner has-white-color has-black-background-color has-text-color has-background has-link-color wp-elements-4ed29bc8cbe0846c96086fcba421f546 is-layout-flex wp-container-core-columns-is-layout-67b28cb2 wp-block-columns-is-layout-flex\" style=\"margin-top:var(--wp--custom--spacing--2-xl);margin-bottom:var(--wp--custom--spacing--2-xl);padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2180e70f wp-block-columns-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--xl);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column cta-banner__text is-layout-flow wp-container-core-column-is-layout-bdca1ed4 wp-block-column-is-layout-flow\">\n<h2 id=\"h-learn-more-about-vector-embeddings\" class=\"wp-block-heading has-heading-sm-font-size\">En savoir plus sur les plongements vectoriels<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Obtenez une compr\u00e9hension plus approfondie des embeddings et de la mani\u00e8re de les cr\u00e9er et de les utiliser.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center cta-banner__cta is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-white-background-color has-background wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/blog\/what-are-vector-embeddings\/\" title=\"Lire le blog\" target=\"_self\">Lire le blog<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-custom-related-resources is-layout-constrained wp-container-core-group-is-layout-1f3cf70a wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--lg)\">\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-explore-related-resources\">Explorer les ressources connexes<\/h2>\n\n\n\n<section class=\"wp-block-couchbase-com-2026-slider alignfull splide\" data-slider=\"{}\"><div class=\"splide__track\"><ul class=\"splide__list\">\n<li class=\"wp-block-couchbase-com-2026-slider-card splide__slide\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-layout-flex wp-container-core-group-is-layout-c9019bef wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;box-shadow:var(--wp--preset--shadow--default)\">\n<figure class=\"wp-block-image size-full size-large card-image__image\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Resources-server-1-4.png\" alt=\"\" class=\"wp-image-822\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<p class=\"wp-paragraph is-style-eyebrow has-red-color has-text-color has-small-font-size wp-block-paragraph\">DOCUMENTATION<\/p>\n\n\n\n<h3 id=\"h-introduction-to-vector-search\" class=\"wp-block-heading has-heading-sm-font-size\">Introduction \u00e0 la recherche vectorielle<\/h3>\n\n\n\n<div class=\"wp-block-buttons card_buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto;padding-top:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-button is-style-outline is-style-outline--11\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/docs.couchbase.com\/server\/current\/vector-search\/vector-search.html\" title=\"Lire la documentation\" target=\"_self\">Lire la documentation<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-slider-card splide__slide\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-layout-flex wp-container-core-group-is-layout-c9019bef wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;box-shadow:var(--wp--preset--shadow--default)\">\n<figure class=\"wp-block-image size-full size-large card-image__image\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Resources-server-2-4.png\" alt=\"\" class=\"wp-image-823\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<p class=\"wp-paragraph is-style-eyebrow has-red-color has-text-color has-small-font-size wp-block-paragraph\">VID\u00c9O<\/p>\n\n\n\n<h3 id=\"h-see-vector-and-hybrid-search-in-action\" class=\"wp-block-heading has-heading-sm-font-size\">Voyez la recherche vectorielle et hybride en action<\/h3>\n\n\n\n<div class=\"wp-block-buttons card_buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto;padding-top:var(--wp--preset--spacing--lg)\"><div class=\"wp-block-couchbase-com-2026-modal\"><div class=\"wp-block-button is-style-outline\"><button class=\"modal__trigger wp-block-button__link wp-element-button\" data-modal-target=\"modal-12\" type=\"button\" aria-haspopup=\"dialog\" aria-controls=\"modal-12\">Regarder<\/button><\/div><dialog id=\"modal-12\" class=\"modal__dialog modal__dialog--lightbox modal__dialog--large\">\n\t\t\t<button class=\"modal__close\" type=\"button\" aria-label=\"Fermer la fen\u00eatre contextuelle\" style=\"color:#000\"><svg viewbox=\"0 0 33 33\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\"><path d=\"M31 1.91016L1.91017 31\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><path d=\"M31 31L1.91017 1.91017\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button>\n\t\t\t<div class=\"modal__scroll\"><div class=\"modal__lightbox\">\n\t\t\t<span class=\"modal__lightbox-item-data\" data-item-url=\"https:\/\/www.youtube.com\/watch?v=sYy0ob2GqUo\" hidden><\/span>\n\t\t\t<div class=\"modal__lightbox-display\" aria-live=\"polite\"><\/div>\n\t\t<\/div><\/div>\n\t\t<\/dialog><\/div><\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-slider-card splide__slide\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-layout-flex wp-container-core-group-is-layout-c9019bef wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0;box-shadow:var(--wp--preset--shadow--default)\">\n<figure class=\"wp-block-image size-full size-large card-image__image\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Resources_Video-3-mobile-2.png\" alt=\"\" class=\"wp-image-1555\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<p class=\"wp-paragraph is-style-eyebrow has-red-color has-text-color has-small-font-size wp-block-paragraph\">\u00c9TALON<\/p>\n\n\n\n<h3 id=\"h-vector-search-tests-couchbase-is-350x-faster-than-mongodb-at-billion-scale-0\" class=\"wp-block-heading has-heading-sm-font-size\">Tests de recherche vectorielle : Couchbase est 350 fois plus rapide que MongoDB \u00e0 l'\u00e9chelle du milliard<\/h3>\n\n\n\n<div class=\"wp-block-buttons card_buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto;padding-top:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-button is-style-outline is-style-outline--13\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/info.couchbase.com\/rs\/302-GJY-034\/images\/COU_1372%20-%208.0%20Benchmarks%20for%20Hyperscale%20Vector%20Search%20-%20WP.pdf\" title=\"En savoir plus\" target=\"_self\">En savoir plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<\/ul><div class=\"slider__progress\"><div class=\"slider__progress-bar\" role=\"slider\" tabindex=\"0\" aria-label=\"Diapositive\" aria-valuemin=\"0\" aria-valuenow=\"0\" aria-valuemax=\"0\"><\/div><\/div><\/div><\/section>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-0af94536 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/resources\/\" title=\"Voir toutes les ressources\" target=\"_self\">Voir toutes les ressources<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<section class=\"wp-block-group wp-block-faq-accordion is-layout-constrained wp-container-core-group-is-layout-039f9c3e wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--xl);margin-bottom:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<section class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-container-core-group-is-layout-b429f6ad wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--sm);padding-left:var(--wp--preset--spacing--sm)\">\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-vector-search-faq\">FAQ sur la recherche vectorielle<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">Obtenez des r\u00e9ponses rapides sur la recherche vectorielle, les bases de donn\u00e9es, et plus encore.<\/p>\n<\/section>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: true, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-14&quot;, &quot;openByDefault&quot;: true }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-open is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 id=\"h-how-does-couchbase-vector-search-compare-to-other-databases\" class=\"wp-block-accordion-heading\"><button aria-expanded=\"true\" aria-controls=\"accordion-item-14-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-14\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Comment la recherche vectorielle de Couchbase se compare-t-elle aux autres bases de donn\u00e9es ?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-14\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-14-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Couchbase est une plateforme multimodale qui combine la recherche vectorielle haute performance avec des techniques de recherche textuelle, g\u00e9ospatiales et autres, \u00e9liminant ainsi le besoin d'une base de donn\u00e9es vectorielle s\u00e9par\u00e9e et autonome.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-15&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 id=\"h-what-vector-index-types-does-couchbase-support\" class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-15-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-15\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Quels types d'index vectoriels Couchbase prend-il en charge ?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-15\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-15-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Couchbase prend en charge trois types d'index principaux : Hyperscale pour les ensembles de donn\u00e9es \u00e0 l'\u00e9chelle du milliard, Composite pour les recherches filtr\u00e9es \u00e0 haute vitesse, et Search pour les requ\u00eates hybrides s\u00e9mantiques-par mots-cl\u00e9s.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-16&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 id=\"h-can-couchbase-vector-search-work-on-mobile-and-edge-devices\" class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-16-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-16\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">La recherche vectorielle Couchbase peut-elle fonctionner sur les appareils mobiles et p\u00e9riph\u00e9riques\u00a0?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-16\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-16-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">La prise en charge native de la recherche vectorielle sur les appareils mobiles est disponible dans Couchbase Lite, ce qui permet la recherche vectorielle \"offline-first\" sur les plateformes iOS, Android et IoT.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-17&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 id=\"h-how-does-couchbase-vector-search-support-rag-pipelines\" class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-17-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-17\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Comment la recherche vectorielle de Couchbase prend-elle en charge les pipelines RAG ?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-17\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-17-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Couchbase prend en charge les pipelines RAG en servant de magasin vectoriel d\u00e9di\u00e9 pour automatiser la cr\u00e9ation et l'indexation d'int\u00e9grations, garantissant ainsi que les LLM aient acc\u00e8s \u00e0 un contexte d'entreprise pr\u00e9cis et priv\u00e9.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-group alignfull wp-custom-prefooter has-peach-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group wp-custom-prefooter__inner is-layout-constrained wp-container-core-group-is-layout-32cc56da wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns 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stroke-width=\"0\"\/><\/svg><\/div>\n\n\n<h3 id=\"h-start-building\" class=\"wp-block-heading wp-custom-prefooter__card-title has-heading-sm-font-size\" style=\"margin-top:var(--wp--preset--spacing--xs);margin-bottom:var(--wp--preset--spacing--xs)\">Commencer \u00e0 construire<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Consultez notre portail pour d\u00e9veloppeurs afin d'explorer NoSQL, de parcourir les ressources et de commencer \u00e0 utiliser les tutoriels.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-outline is-style-outline--18\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/developers\/\" title=\"D\u00e9velopper maintenant\" target=\"_self\">D\u00e9velopper maintenant<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" 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Capella DBaaS est le moyen le plus simple et le plus rapide de d\u00e9marrer.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-outline is-style-outline--19\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cloud.couchbase.com\/sign-up\" title=\"Utiliser gratuitement\" target=\"_self\">Utiliser gratuitement<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group wp-custom-prefooter__card has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-293b0a6d wp-block-group-is-layout-flex\"><div class=\"is-size-large wp-elements-7e4899d7344a54cbc4d7560f16c63ef5 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"14 12 32 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><rect x=\"22.34\" y=\"13.7\" width=\"2.41\" height=\"5.19\" transform=\"translate(-4.99 13.95) rotate(-30)\"\/><rect x=\"38.84\" y=\"20.06\" width=\"5.19\" height=\"2.41\" transform=\"translate(-5.08 23.57) rotate(-30)\"\/><rect x=\"28.92\" y=\"12\" width=\"2.41\" height=\"5.19\"\/><rect x=\"14.27\" y=\"26.39\" width=\"5.19\" height=\"2.41\"\/><rect x=\"34.08\" y=\"15.21\" width=\"5.19\" height=\"2.41\" transform=\"translate(4.12 39.97) rotate(-60)\"\/><rect x=\"17.49\" y=\"18.46\" width=\"2.41\" height=\"5.19\" transform=\"translate(-8.88 26.71) rotate(-60)\"\/><rect x=\"40.54\" y=\"26.65\" width=\"5.19\" height=\"2.41\"\/><rect x=\"40.1\" y=\"31.81\" width=\"2.41\" height=\"5.19\" transform=\"translate(-9.14 52.98) rotate(-60)\"\/><path d=\"M24.39,45.28h2.27c.36,1.56,1.75,2.72,3.42,2.72h.07c1.67,0,3.06-1.17,3.42-2.72h2.37v-2.71h-11.55v2.71ZM30.15,46.19h-.07c-.65,0-1.21-.37-1.5-.92h3.07c-.29.54-.85.92-1.5.92Z\"\/><rect x=\"15.97\" y=\"32.98\" width=\"5.19\" height=\"2.41\" transform=\"translate(-14.6 13.86) rotate(-29.99)\"\/><path d=\"M35.92,20.71c-2.14-1.75-4.93-2.44-7.66-1.9-3.58.71-6.48,3.64-7.23,7.29-.67,3.28.32,6.61,2.66,8.9.2.19.31.46.31.74v5.83h12.24v-5.83c0-.28.11-.55.29-.73,1.86-1.81,2.88-4.26,2.88-6.87,0-2.91-1.27-5.61-3.49-7.43ZM28.48,30.59h-.98c-.54,0-.98-.44-.98-.98s.44-.98.98-.98.98.44.98.98v.98ZM30.54,38.86h-.86v-7.06h.86v7.06ZM34.63,33.08c-.71.69-1.11,1.66-1.11,2.67v3.12h-1.77v-7.06h1.01c1.19-.01,2.16-.99,2.16-2.19s-.98-2.19-2.19-2.19-2.19.98-2.19,2.19v.98h-.86v-.98c0-1.21-.98-2.19-2.19-2.19s-2.19.98-2.19,2.19.98,2.19,2.19,2.19h.98v7.06h-1.77v-3.12c0-1.01-.41-1.98-1.12-2.68-1.68-1.64-2.39-4.04-1.9-6.42.53-2.59,2.58-4.67,5.1-5.18,1.96-.39,3.88.08,5.41,1.34,1.59,1.3,2.5,3.25,2.5,5.34,0,1.88-.73,3.64-2.06,4.94ZM31.75,30.59v-.98c0-.54.44-.98.98-.98s.98.44.98.98-.44.98-.98.98h-.98Z\"\/><\/svg><\/div>\n\n\n<h3 id=\"h-get-in-touch\" class=\"wp-block-heading wp-custom-prefooter__card-title has-heading-sm-font-size\" style=\"margin-top:var(--wp--preset--spacing--xs);margin-bottom:var(--wp--preset--spacing--xs)\">Prendre contact<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Vous souhaitez en savoir plus sur les offres Couchbase ? Laissez-nous vous aider<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-outline is-style-outline--20\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/fr\/contact\/\" title=\"Contactez nous\" target=\"_self\">Contactez nous<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Vector Search Couchbase&#8217;s breakthrough vector search features support billion-scale vector storage and search capabilities for applications with incredible performance and accuracy. Multiple vector index type options provide teams with the best results aligned to their use case. Deliver safer AI results with RAG and vector search at a huge scale. What is vector search used [&hellip;]<\/p>\n","protected":false},"author":83912,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-no-prefooter","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"class_list":["post-2119","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Vector Search Database - Scalable, Enterprise-Level Solutions<\/title>\n<meta name=\"description\" content=\"Build smarter apps with Couchbase Vector Search. Get real-time performance, in-memory speed, and AI-ready search for scalable NoSQL applications.\" \/>\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.couchbase.com\/fr\/products\/vector-search\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Vector Search Database - Scalable, Enterprise-Level Solutions\" \/>\n<meta property=\"og:description\" content=\"Build smarter apps with Couchbase Vector Search. 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