{"id":314,"date":"2025-11-04T16:29:45","date_gmt":"2025-11-04T16:29:45","guid":{"rendered":"https:\/\/elasticsuite.io\/fr\/?page_id=314"},"modified":"2026-02-19T08:23:48","modified_gmt":"2026-02-19T08:23:48","slug":"ia-avec-la-recherche-vectorielle","status":"publish","type":"page","link":"https:\/\/elasticsuite.io\/fr\/fonctionnalites\/recherche-e-commerce\/ia-avec-la-recherche-vectorielle\/","title":{"rendered":"IA avec la recherche vectorielle"},"content":{"rendered":"\n<div class=\"wp-block-group alignfull relative overflow-hidden bg-indigo-dark pt-20 min-h-[480px] is-layout-constrained wp-block-group-is-layout-constrained\"><!-- wp:elasticsuite\/decorator-section-banner-product [] -->\n<div class=\"absolute inset-0\">\n    <div class=\"max-lg:hidden absolute rounded-full w-[3791px] h-[1654px] -top-[487px] -left-1\/20\"\n         style=\"background: radial-gradient(50% 50% at 50% 50%, #9E98F4 0%, #4A3BDD 40%, rgba(26, 15, 77, 0) 95%, transparent 100%)\">\n    <\/div>\n\n    <div class=\"lg:hidden absolute rounded-full bg-no-repeat w-[2499px] h-[960px] top-1\/3 -translate-x-4\/9\"\n         style=\"background: radial-gradient(50% 50% at 50% 50%, #9E98F4 0%, #4A3BDD 40%, rgba(26, 15, 77, 0) 95%, transparent 100%)\">\n    <\/div>\n\n    <svg\n            data-parallax\n            data-parallax-start=\"top bottom\"\n            data-parallax-end=\"bottom top\"\n            data-parallax-scrub=\"3\"\n            data-parallax-x-percent=\"0\"\n            data-parallax-y-percent=\"0\"\n            data-parallax-rotate=\"-10\"\n            data-parallax-speed=\"10\"\n            viewBox=\"0 0 200 200\" class=\"invisible absolute w-[233px] h-[233px] top-[40px] left-7\/16 -rotate-15 fill-indigo-mid\">\n        <use xlink:href=\"#shape__flower-1\"><\/use>\n    <\/svg>\n\n    <svg\n            data-parallax\n            data-parallax-start=\"top bottom\"\n            data-parallax-end=\"bottom top\"\n            data-parallax-scrub=\"3\"\n            data-parallax-x-percent=\"0\"\n            data-parallax-y-percent=\"0\"\n            data-parallax-rotate=\"30\"\n            data-parallax-speed=\"5\"\n            viewBox=\"0 0 200 200\" class=\"invisible absolute w-[425px] h-[425px] -bottom-3\/8 -left-3\/8 rotate-30 fill-indigo-deep\">\n        <use xlink:href=\"#shape__asterisk\"><\/use>\n    <\/svg>\n<\/div>\n<!-- \/wp:elasticsuite\/decorator-section-banner-product -->\n\n\n\n<div class=\"wp-block-columns relative z-10 flex flex-row gap-(--es-spacing-xl) px-(--es-spacing-sm) pt-(--es-spacing-lg) pb-(--es-spacing-xl) lg:pt-(--es-spacing-2xl) lg:pb-(--es-spacing-3xl) lg:px-(--es-spacing-none) is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/card {\"theme\":\"white\",\"sectionTitle\":\"Fonctionnalit\u00e9 IA et Recherche\",\"title\":\"Recherche vectorielle : IA au service du sens\",\"titleTag\":\"h1\",\"paragraph\":\"La recherche vectorielle utilise l\u2019IA pour analyser vos requ\u00eates et vos produits repr\u00e9sent\u00e9s sous forme de vecteurs. Elle am\u00e9liore la pertinence des r\u00e9sultats, facilite les recherches de similarit\u00e9 et acc\u00e9l\u00e8re la d\u00e9couverte de produits en temps r\u00e9el, offrant une exp\u00e9rience e-commerce fluide et intelligente.\",\"isAnimated\":false,\"alignment\":\"left\",\"showSectionTitle\":true,\"showTitle\":true,\"showParagraph\":true,\"showCtas\":true,\"cta\":\"\\n\\n<a\\n        href=\\\"https:\/\/elasticsuite.io\/fr\/demander-une-demo\/\\\"\\n        class=\\\"whitespace-nowrap group items-center gap-2 rounded-full cursor-pointer border-2 border-transparent transition-colors duration-800 ease-in-out focus-visible:outline-1 focus-visible:transition-none active:transition-none disabled:transition-none disabled:cursor-default disabled:transition-none inline-flex font-medium text-[13px] leading-5 py-(--es-spacing-xs) px-(--es-spacing-md) bg-elastic-coral text-neutral-50 hover:text-neutral-50 hover:bg-neutral-900 focus-visible:text-neutral-50 focus-visible:bg-neutral-900 focus-visible:border-neutral-50 active:text-neutral-50 active:bg-neutral-800 disabled:text-neutral-500 disabled:bg-neutral-300 wp-block-elasticsuite-button\\\"\\n>\\n<span>Demander une d\u00e9mo<\/span>\\n    <span class=\\\"relative h-[2px] w-[12px] my-0 mx-auto transition-colors duration-800 ease-in-out before:rotate-0 after:rotate-0 before:transition-all after:transition-all group-hover:before:rotate-45 group-hover:after:-rotate-45 group-disabled:transition-none group-disabled:before:transition-none group-disabled:group-hover:before:rotate-0 group-disabled:after:transition-none group-disabled:group-hover:after:rotate-0 before:right-0 before:origin-top-right after:right-0 after:origin-bottom-right before:absolute before:top-0 before:content-[&#039;&#039;] before:h-[2px] before:w-[8px] before:duration-800 before:ease-in-out  after:absolute after:bottom-0 after:content-[&#039;&#039;] after:h-[2px] after:w-[8px] after:duration-800 after:ease-in-out  bg-neutral-50 before:bg-neutral-50 after:bg-neutral-50 group-disabled:bg-neutral-500 group-disabled:before:bg-neutral-500 group-disabled:after:bg-neutral-500\\\"><\/span><\/a>\",\"readmore\":\"\"} -->\n\n<div class=\"esCard flex flex-col text-left wp-block-elasticsuite-card\" data-animated=\"\">\n            <div class=\"esCard__sectionTitle font-medium text-[13px] leading-4 lg:es-typo-sm break-keep [&amp;_*]:break-keep hyphens-none text-indigo-light\">Fonctionnalit\u00e9 IA et Recherche<\/div>\n    \n            <h1 class=\"esCard__title font-bold text-2xl leading-12 lg:es-typo-3xl mt-(--es-spacing-sm) lg:mt-(--es-spacing-xs) break-keep [&amp;_*]:break-keep hyphens-none text-neutral-50\">Recherche vectorielle : IA au service du sens<\/h1>\n    \n            <div class=\"esCard__paragraph font-normal text-base leading-6 lg:es-typo-md mt-(--es-spacing-sm) lg:mt-(--es-spacing-md) break-keep [&amp;_*]:break-keep hyphens-none [&amp;_a]:underline [&amp;_a]:text-elastic-coral text-neutral-50\">\n            La recherche vectorielle utilise l\u2019IA pour analyser vos requ\u00eates et vos produits repr\u00e9sent\u00e9s sous forme de vecteurs. Elle am\u00e9liore la pertinence des r\u00e9sultats, facilite les recherches de similarit\u00e9 et acc\u00e9l\u00e8re la d\u00e9couverte de produits en temps r\u00e9el, offrant une exp\u00e9rience e-commerce fluide et intelligente.\n        <\/div>\n    \n            <div class=\"esCard__cta inline-flex flex-col items-center gap-(--es-spacing-sm) mt-(--es-spacing-sm) lg:flex lg:flex-row lg:mt-(es-spacing-md) justify-start\">\n            <a\n        href=\"https:\/\/elasticsuite.io\/fr\/demander-une-demo\/\"\n        class=\"whitespace-nowrap group items-center gap-2 rounded-full cursor-pointer border-2 border-transparent transition-colors duration-800 ease-in-out focus-visible:outline-1 focus-visible:transition-none active:transition-none disabled:transition-none disabled:cursor-default disabled:transition-none inline-flex font-medium text-[13px] leading-5 py-(--es-spacing-xs) px-(--es-spacing-md) bg-elastic-coral text-neutral-50 hover:text-neutral-50 hover:bg-neutral-900 focus-visible:text-neutral-50 focus-visible:bg-neutral-900 focus-visible:border-neutral-50 active:text-neutral-50 active:bg-neutral-800 disabled:text-neutral-500 disabled:bg-neutral-300 wp-block-elasticsuite-button\"\n>\n<span>Demander une d\u00e9mo<\/span>\n    <span class=\"relative h-[2px] w-[12px] my-0 mx-auto transition-colors duration-800 ease-in-out before:rotate-0 after:rotate-0 before:transition-all after:transition-all group-hover:before:rotate-45 group-hover:after:-rotate-45 group-disabled:transition-none group-disabled:before:transition-none group-disabled:group-hover:before:rotate-0 group-disabled:after:transition-none group-disabled:group-hover:after:rotate-0 before:right-0 before:origin-top-right after:right-0 after:origin-bottom-right before:absolute before:top-0 before:content-[&#039;&#039;] before:h-[2px] before:w-[8px] before:duration-800 before:ease-in-out  after:absolute after:bottom-0 after:content-[&#039;&#039;] after:h-[2px] after:w-[8px] after:duration-800 after:ease-in-out  bg-neutral-50 before:bg-neutral-50 after:bg-neutral-50 group-disabled:bg-neutral-500 group-disabled:before:bg-neutral-500 group-disabled:after:bg-neutral-500\"><\/span><\/a>\n        <\/div>\n    \n    <\/div><!-- \/wp:elasticsuite\/card -->\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/motion-search-shoes {\"isAnimated\":true} -->\n<div class=\"esMotionSearchShoes w-full rounded-(--es-radius-2xl) p-(--es-spacing-sm) bg-neutral-50\/10 backdrop-blur-xs shadow-(--es-hero-cockpit-shadow) esFadeInAnimated opacity-0 invisible\" data-animated=\"1\">\n    <div class=\"flex flex-col gap-(--es-spacing-xs) h-[416px] rounded-(--es-radius-xl) backdrop-blur-[32px] bg-neutral-50\/50 px-(--es-spacing-sm) pt-(--es-spacing-sm)\">\n        <div class=\"@container\/search-bar  flex flex-nowrap shrink-1 gap-(--es-spacing-md) items-center justify-between text-neutral-50\">\n            <div class=\"relative z-0 rounded-full before:absolute before:content[&#039;&#039;] before:z-[-2] before:w-full before:aspect-square before:top-[50%] before:left-[50%] before:mt-[-50%] before:rounded-0  before:ml-[-50%] before:bg-(image:--es-rotating-gradient) before:animate-rotating-gradient after:absolute after:z-[-1] after:content-[&#039;&#039;] after:top-[2px] after:left-[2px] after:bg-neutral-50 after:rounded-full after:w-[calc(100%-4px)] after:h-[calc(100%-4px)] overflow-hidden grow relative p-(--es-spacing-sm)\">\n    <div class=\"flex items-center justify-between gap-(--es-spacing-sm)\">\n                <svg viewBox=\"0 0 24 24\" class=\"shrink-0 w-4 fill-neutral-900\">\n                    <use xlink:href=\"#line__search\"><\/use>\n                <\/svg>\n                <input type=\"text\"\n                       class=\"grow bg-transparent text-neutral-900 outline-0 w-[50%]\"\n                >\n                <svg viewBox=\"0 0 24 24\" class=\"shrink-0 w-4 fill-neutral-900\">\n                    <use xlink:href=\"#line__close\"><\/use>\n                <\/svg>\n            <\/div>\n<\/div>        <div class=\"flex flex-col-reverse items-center gap-(--es-spacing-xs) shrink-0 @lg\/search-bar:flex-row\">\n            <span class=\"es-typo-sm\">Ai Search<\/span>\n            <input type=\"checkbox\"\n       class=\"appearance-none rounded-full transition-colors duration-300 cursor-pointer relative before:content-[&#039;&#039;] before:absolute before:rounded-full before:transition-[background-color,translate] before:duration-300 es-toggle-base bg-indigo-tint checked:bg-indigo-light before:bg-indigo-light checked:before:bg-indigo-mid es-toggle-sm @lg\/search-bar:es-toggle-base\"\n\/>        <\/div>\n    <\/div>        <div class=\"grow bg-neutral-100 rounded-t-(--es-radius-2xl) overflow-hidden\">\n            <ul class=\"flex flex-col p-(--es-spacing-xs)\">\n                                <li class=\"flex flex-nowrap items-center p-(--es-spacing-xs) rounded-(--es-radius-2xl)\">\n                    <div class=\"shrink-0 rounded-(--es-radius-xl) bg-neutral-50 w-16 h-16 mr-(--es-spacing-sm) overflow-hidden\">\n                        <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-search-shoes__slide1-min-BRykNFKy.png\" class=\"object-cover\" alt=\"\"\/>\n                    <\/div>\n                    <div class=\"flex flex-col @lg\/hero-motion:flex-row\">\n                        <span class=\"es-typo-base text-neutral-900 mr-(--es-spacing-sm)\">Solstice Drift<\/span>\n                        <span class=\"es-typo-sm text-neutral-700\">Lunettes de soleil \u00e0 monture dor\u00e9e<\/span>\n                    <\/div>\n                <\/li>\n                                <li class=\"flex flex-nowrap items-center p-(--es-spacing-xs) rounded-(--es-radius-2xl)\">\n                    <div class=\"shrink-0 rounded-(--es-radius-xl) bg-neutral-50 w-16 h-16 mr-(--es-spacing-sm) overflow-hidden\">\n                        <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-search-shoes__slide2-min-Ie5AwlMi.png\" class=\"object-cover\" alt=\"\"\/>\n                    <\/div>\n                    <div class=\"flex flex-col @lg\/hero-motion:flex-row\">\n                        <span class=\"es-typo-base text-neutral-900 mr-(--es-spacing-sm)\">Veralia Point<\/span>\n                        <span class=\"es-typo-sm text-neutral-700\">Lunettes \u00e0 branches \u00e9paisses<\/span>\n                    <\/div>\n                <\/li>\n                                <li class=\"flex flex-nowrap items-center p-(--es-spacing-xs) rounded-(--es-radius-2xl)\">\n                    <div class=\"shrink-0 rounded-(--es-radius-xl) bg-neutral-50 w-16 h-16 mr-(--es-spacing-sm) overflow-hidden\">\n                        <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-search-shoes__slide3-min-DZOOjHrs.png\" class=\"object-cover\" alt=\"\"\/>\n                    <\/div>\n                    <div class=\"flex flex-col @lg\/hero-motion:flex-row\">\n                        <span class=\"es-typo-base text-neutral-900 mr-(--es-spacing-sm)\">Astra Wave<\/span>\n                        <span class=\"es-typo-sm text-neutral-700\">Lunettes de soleil \u00e0 verres noirs<\/span>\n                    <\/div>\n                <\/li>\n                                <li class=\"flex flex-nowrap items-center p-(--es-spacing-xs) rounded-(--es-radius-2xl)\">\n                    <div class=\"shrink-0 rounded-(--es-radius-xl) bg-neutral-50 w-16 h-16 mr-(--es-spacing-sm) overflow-hidden\">\n                        <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-search-shoes__slide4-min-CLWfnjhV.png\" class=\"object-cover\" alt=\"\"\/>\n                    <\/div>\n                    <div class=\"flex flex-col @lg\/hero-motion:flex-row\">\n                        <span class=\"es-typo-base text-neutral-900 mr-(--es-spacing-sm)\">Claritya 2.0<\/span>\n                        <span class=\"es-typo-sm text-neutral-700\">Lunettes rondes \u00e0 monture fine<\/span>\n                    <\/div>\n                <\/li>\n                            <\/ul>\n        <\/div>\n    <\/div>\n<\/div><!-- \/wp:elasticsuite\/motion-search-shoes -->\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns absolute! bottom-0 left-0 w-full z-10 flex flex-row px-(--es-spacing-sm) lg:px-(--es-spacing-lg) py-(--es-spacing-sm) is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/breadcrumb {\"theme\":\"dark\"} -->\n<nav class=\"esBreadcrumb\" aria-label=\"Fil d'Ariane\">\n        <ol class=\"flex flex-wrap gap-(--es-spacing-xxs))\">\n                            <li class=\"flex items-center font-mono text-sm text-indigo-light\">\n                                                                <span aria-current=\"page\" class=\"*:w-6 *:h-6 *:fill-indigo-light\"><svg viewBox=\"0 0 24 24\"><use xlink:href=\"#filled__home\"><\/use><\/svg><\/span>\n                                    <\/li>\n                    <\/ol>\n    <\/nav>\n<!-- \/wp:elasticsuite\/breadcrumb -->\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"background-image:url(&apos;\/sample-image\/grid\/desktop-min.png&apos;);background-repeat:repeat-y;background-size:initial;\" class=\"wp-block-group alignfull relative bg-neutral-100 bg-repeat-y bg-center border-b-neutral-200 border-b-1 overflow-hidden is-layout-constrained wp-block-group-is-layout-constrained has-background\">\n<div class=\"wp-block-columns relative z-10 flex flex-row gap-(--es-spacing-lg) is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/image-50-50 {\"image\":\"https:\/\/elasticsuite.io\/app\/uploads\/2026\/02\/vector-search.png\",\"isAnimated\":true,\"theme\":\"1\"} -->\n<div class=\"relative overflow-hidden py-(--es-spacing-2xl) pr-(--es-spacing-xl) lg:py-36 lg:pr-24 bg-elastic-blue\">\n       <div class=\"absolute w-[2191px] h-[1654px] top-[-634px] left-[-1096px]\"\n       style=\"background: radial-gradient(50% 50% at 50% 50%, #9E98F4 0%, #4A3BDD 40.1%, #1A0F7F 81.73%);\"\n   ><\/div>\n        <svg viewBox=\"0 0 200 230\"\n        data-parallax\n        data-parallax-start=\"top bottom\"\n        data-parallax-end=\"bottom+=20% top\"\n        data-parallax-scrub=\"2\"\n        data-parallax-y-percent=\"-50\"\n        data-parallax-rotate=\"10\"\n        data-parallax-speed=\"0.8\"\n        class=\"absolute w-[363.25px] h-[417.74px] top-[266px] right-[-100px] rotate-[15Deg] fill-indigo-deep\">\n        <use xlink:href=\"#shape__cube\"><\/use>\n    <\/svg>\n    <div class=\"relative inline-block rounded-r-(--es-spacing-md) -left-(--es-spacing-md) p-4 bg-neutral-50\/10 backdrop-blur-xs esFadeInAnimated invisible\" data-animation-origin=\"left\">\n        <img decoding=\"async\" class=\"relative z-10 rounded-r-(--es-spacing-sm)\" src=\"https:\/\/elasticsuite.io\/app\/uploads\/2026\/02\/vector-search.png\" alt=\"\" \/>\n    <\/div>\n<\/div>\n\n<!-- \/wp:elasticsuite\/image-50-50 --><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center px-(--es-spacing-md) py-(--es-spacing-2xl) lg:px-(--es-spacing-none) is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/card {\"sectionTitle\":\"Compr\u00e9hension s\u00e9mantique\",\"title\":\"L'IA comprend l'intention et le sens derri\u00e8re les recherches\",\"titleTag\":\"h2\",\"paragraph\":\"Contrairement aux recherches traditionnelles, la recherche vectorielle ne se concentre pas sur les mots exacts, mais sur des vecteurs de sens. Par exemple, si un client saisit \u00ab une robe de soir\u00e9e bleue pas ch\u00e8re \u00bb, l'IA analyse le vecteur de la requ\u00eate et trouve imm\u00e9diatement les produits pertinents, m\u00eame si les descriptions utilisent des termes diff\u00e9rents.\",\"showCtas\":false,\"isAnimated\":false,\"theme\":\"dark\",\"alignment\":\"left\",\"showSectionTitle\":true,\"showTitle\":true,\"showParagraph\":true,\"cta\":\"\",\"readmore\":\"\"} -->\n\n<div class=\"esCard flex flex-col text-left wp-block-elasticsuite-card\" data-animated=\"\">\n            <div class=\"esCard__sectionTitle font-medium text-[13px] leading-4 lg:es-typo-sm break-keep [&amp;_*]:break-keep hyphens-none text-elastic-blue\">Compr\u00e9hension s\u00e9mantique<\/div>\n    \n            <h2 class=\"esCard__title font-bold text-2xl leading-12 lg:es-typo-3xl mt-(--es-spacing-sm) lg:mt-(--es-spacing-xs) break-keep [&amp;_*]:break-keep hyphens-none text-neutral-900\">L&rsquo;IA comprend l&rsquo;intention et le sens derri\u00e8re les recherches<\/h2>\n    \n            <div class=\"esCard__paragraph font-normal text-base leading-6 lg:es-typo-md mt-(--es-spacing-sm) lg:mt-(--es-spacing-md) break-keep [&amp;_*]:break-keep hyphens-none [&amp;_a]:underline [&amp;_a]:text-elastic-coral text-neutral-700\">\n            Contrairement aux recherches traditionnelles, la recherche vectorielle ne se concentre pas sur les mots exacts, mais sur des vecteurs de sens. Par exemple, si un client saisit \u00ab une robe de soir\u00e9e bleue pas ch\u00e8re \u00bb, l&rsquo;IA analyse le vecteur de la requ\u00eate et trouve imm\u00e9diatement les produits pertinents, m\u00eame si les descriptions utilisent des termes diff\u00e9rents.\n        <\/div>\n    \n    \n    <\/div><!-- \/wp:elasticsuite\/card -->\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"background-image:url(&apos;\/sample-image\/grid\/desktop-min.png&apos;);background-size:initial;\" class=\"wp-block-group alignfull bg-neutral-100 bg-repeat-y bg-center is-layout-constrained wp-block-group-is-layout-constrained has-background\">\n<div class=\"wp-block-columns are-vertically-aligned-center flex flex-col-reverse gap-(--es-spacing-lg) py-(--es-spacing-xl) px-(--es-spacing-lg) lg:flex-row lg:items-center lg:justify-between lg:pt-(--es-spacing-3xl) lg:py-(--es-spacing-none) is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/card {\"showSectionTitle\":false,\"sectionTitle\":\"Merchandising solutions\",\"title\":\"Comment la recherche vectorielle transforme l\u2019e-commerce\",\"titleTag\":\"h2\",\"paragraph\":\"Le moteur de recherche vectorielle convertit la requ\u00eate de l\u2019utilisateur et chaque fiche produit en un vecteur de requ\u00eate dans un espace multidimensionnel.<br>Gr\u00e2ce aux repr\u00e9sentations vectorielles, la recherche compare les vecteurs similaires et trouve en temps r\u00e9el les produits les plus proches du vecteur de requ\u00eate. Elle renvoie ainsi des r\u00e9sultats bas\u00e9s sur le sens et non sur les mots exacts. Cette approche permet d\u2019utiliser des m\u00e9thodes de recherche avanc\u00e9es, y compris la recherche hybride, pour enrichir l\u2019exp\u00e9rience utilisateur.\",\"isAnimated\":false,\"theme\":\"dark\",\"alignment\":\"left\",\"showTitle\":true,\"showParagraph\":true,\"showCtas\":true,\"cta\":\"\",\"readmore\":\"\"} -->\n\n<div class=\"esCard flex flex-col text-left wp-block-elasticsuite-card\" data-animated=\"\">\n    \n            <h2 class=\"esCard__title font-bold text-2xl leading-12 lg:es-typo-3xl mt-(--es-spacing-sm) lg:mt-(--es-spacing-xs) break-keep [&amp;_*]:break-keep hyphens-none text-neutral-900\">Comment la recherche vectorielle transforme l\u2019e-commerce<\/h2>\n    \n            <div class=\"esCard__paragraph font-normal text-base leading-6 lg:es-typo-md mt-(--es-spacing-sm) lg:mt-(--es-spacing-md) break-keep [&amp;_*]:break-keep hyphens-none [&amp;_a]:underline [&amp;_a]:text-elastic-coral text-neutral-700\">\n            Le moteur de recherche vectorielle convertit la requ\u00eate de l\u2019utilisateur et chaque fiche produit en un vecteur de requ\u00eate dans un espace multidimensionnel.<br>Gr\u00e2ce aux repr\u00e9sentations vectorielles, la recherche compare les vecteurs similaires et trouve en temps r\u00e9el les produits les plus proches du vecteur de requ\u00eate. Elle renvoie ainsi des r\u00e9sultats bas\u00e9s sur le sens et non sur les mots exacts. Cette approche permet d\u2019utiliser des m\u00e9thodes de recherche avanc\u00e9es, y compris la recherche hybride, pour enrichir l\u2019exp\u00e9rience utilisateur.\n        <\/div>\n    \n    \n    <\/div><!-- \/wp:elasticsuite\/card -->\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/motion-3d-slider [] -->\n<div class=\"esMotion3dSlider relative max-w-[600px] h-[500px] m-auto\">\n    <div class=\"esMotion3dSlider__scroller scrollbar-hidden absolute z-10 top-[7%] left-[-120px] w-[1000px] h-[300px] overflow-y-auto overflow-x-visible overscroll-contain opacity-40 -skew-x-24 -rotate-[24.5Deg]\">\n        <div class=\"esMotion3dSlider__sentinel h-[2000px]\"><\/div>\n    <\/div>\n\n    <div class=\"esMotion3dSlider__stage absolute inset-0 z-0\">\n        <div class=\"absolute -translate-y-1\/2 \">\n            <div class=\"esMotion3dSlider__container relative h-[520px] overflow-visible\">\n                <ul class=\"esMotion3dSlider__track absolute inset-0 will-change-transform\">\n                                            <li data-index=\"0\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Reprehenderit<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Accusamus aut.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide1-min-BHi-Hqc7.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"1\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Consequatur<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Sunt.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide2-min-KLGRvLRV.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"2\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Adipisci<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Nemo.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide3-min-DpAxWr8U.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"3\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Qui<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Aspernatur laboriosam.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide4-min-CCtTl1bR.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"4\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Ut<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Incidunt vel.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide5-min-iznaOwh9.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"5\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Officiis<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Nisi.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide6-min-DtJ_aUcU.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"6\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Repellendus<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Qui.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide7-min-CF2UWIDR.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"7\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Aspernatur<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Perspiciatis.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide8-min-B6yvkT_6.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"8\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Eos<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Ipsum vel.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide9-min-BVGaHD6Q.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"9\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Asperiores<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Est.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide1-min-BHi-Hqc7.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"10\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Ut<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Aut sit.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide2-min-KLGRvLRV.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"11\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Ipsa<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Asperiores et.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide3-min-DpAxWr8U.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"12\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Alias<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Enim aut.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide4-min-CCtTl1bR.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"13\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Deserunt<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Non omnis.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide5-min-iznaOwh9.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"14\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Optio<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Cupiditate.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide6-min-DtJ_aUcU.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"15\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Earum<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Magni.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide7-min-CF2UWIDR.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"16\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Minima<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Commodi autem.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide8-min-B6yvkT_6.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"17\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Ea<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Voluptates.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide9-min-BVGaHD6Q.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"18\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Aut<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Explicabo sunt.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide1-min-BHi-Hqc7.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"19\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Libero<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Iure.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide2-min-KLGRvLRV.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"20\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Ratione<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Tempore.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide3-min-DpAxWr8U.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"21\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Voluptatem<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Et.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide4-min-CCtTl1bR.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"22\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-900\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Beatae<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Inventore.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide5-min-iznaOwh9.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                            <li data-index=\"23\"\n                            class=\"esMotion3dSlider__slide absolute will-change-[transform, opacity, marginTop] w-[160px] h-[220px] before:absolute before:content-[''] before:top-[-3px] before:right-[-3px] before:bottom-[-3px] before:left-[-3px] before:z-[-1] before:rounded-(--es-radius-xl) before:opacity-0 before:transition-opacity before:duration-300 select-none text-neutral-50\"\n                            style=\"transform: perspective(650px) rotateY(-30deg) translate3d(0, 650px, -75px);\">\n                            <div class=\"absolute top-3 left-3 scale-90 \">\n                                <p class=\"font-bold text-[12px] leading-4\">Iste<\/p>\n                                <p class=\"font-normal text-[15px] leading-6\">Doloribus saepe.<\/p>\n                            <\/div>\n                            <img decoding=\"async\" src=\"https:\/\/elasticsuite.io\/app\/themes\/elasticsuite\/public\/build\/assets\/motion-3d-slider__slide6-min-DtJ_aUcU.png\"\n                                 class=\"w-full h-full object-cover rounded-(--es-radius-lg)\"\n                                 alt=\"\"\n                            \/>\n                        <\/li>\n                                    <\/ul>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n<!-- \/wp:elasticsuite\/motion-3d-slider -->\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"background-image:url(&apos;\/sample-image\/grid\/desktop-min.png&apos;);background-repeat:repeat-y;background-size:initial;\" class=\"wp-block-group alignfull relative bg-neutral-100 bg-repeat-y bg-center border-b-neutral-200 border-b-1 overflow-hidden is-layout-constrained wp-block-group-is-layout-constrained has-background\">\n<div class=\"wp-block-columns relative z-10 flex flex-col gap-(--es-spacing-lg) px-(--es-spacing-md) py-(--es-spacing-2xl) lg:px-(--es-spacing-none) is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/card {\"sectionTitle\":\"ROI\",\"title\":\"L\u2019IA : un levier de croissance imm\u00e9diat\",\"titleTag\":\"h2\",\"paragraph\":\"Am\u00e9liorer la recherche se traduit directement par une augmentation des ventes. La recherche vectorielle est l\u2019investissement le plus rentable pour la pertinence des r\u00e9sultats.\",\"showCtas\":false,\"isAnimated\":false,\"theme\":\"dark\",\"alignment\":\"left\",\"showSectionTitle\":true,\"showTitle\":true,\"showParagraph\":true,\"cta\":\"\",\"readmore\":\"\"} -->\n\n<div class=\"esCard flex flex-col text-left wp-block-elasticsuite-card\" data-animated=\"\">\n            <div class=\"esCard__sectionTitle font-medium text-[13px] leading-4 lg:es-typo-sm break-keep [&amp;_*]:break-keep hyphens-none text-elastic-blue\">ROI<\/div>\n    \n            <h2 class=\"esCard__title font-bold text-2xl leading-12 lg:es-typo-3xl mt-(--es-spacing-sm) lg:mt-(--es-spacing-xs) break-keep [&amp;_*]:break-keep hyphens-none text-neutral-900\">L\u2019IA : un levier de croissance imm\u00e9diat<\/h2>\n    \n            <div class=\"esCard__paragraph font-normal text-base leading-6 lg:es-typo-md mt-(--es-spacing-sm) lg:mt-(--es-spacing-md) break-keep [&amp;_*]:break-keep hyphens-none [&amp;_a]:underline [&amp;_a]:text-elastic-coral text-neutral-700\">\n            Am\u00e9liorer la recherche se traduit directement par une augmentation des ventes. La recherche vectorielle est l\u2019investissement le plus rentable pour la pertinence des r\u00e9sultats.\n        <\/div>\n    \n    \n    <\/div><!-- \/wp:elasticsuite\/card -->\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/totems-card-feature {\"columns\":3,\"isAnimated\":true,\"items\":[\"\\n<div class=\\\"esCardFeature flex flex-col wp-block-elasticsuite-card-feature\\\">\\n            <h2 class=\\\"esCardFeature__icon w-10 h-10\\\"><svg width=\\\"40\\\" height=\\\"40\\\" aria-hidden=\\\"true\\\">\\n            <use href=\\\"#feature__instant_search_results--color\\\"\/>\\n        <\/svg><\/h2>\\n    \\n            <h3 class=\\\"esCardFeature__title es-typo-lg mt-2 break-keep [&amp;_*]:break-keep hyphens-auto bg-linear-to-r from-elastic-blue to-elastic-coral text-transparent bg-clip-text\\\">R\u00e9duction Drastique des &quot;Z\u00e9ro R\u00e9sultats&quot;<\/h3>\\n    \\n            <div class=\\\"esCard__paragraph esCardFeature__paragraph es-typo-base mt-2 text-neutral-700\\\">\\n            En comprenant le sens et l\u2019intention gr\u00e2ce \u00e0 l\u2019IA, le moteur \u00e9vite les \u00e9checs li\u00e9s aux mots-cl\u00e9s exacts. La recherche vectorielle r\u00e9duit fortement ces situations.\\n        <\/div>\\n    \\n    <\/div>\",\"\\n<div class=\\\"esCardFeature flex flex-col wp-block-elasticsuite-card-feature\\\">\\n            <h2 class=\\\"esCardFeature__icon w-10 h-10\\\"><svg width=\\\"40\\\" height=\\\"40\\\" aria-hidden=\\\"true\\\">\\n            <use href=\\\"#feature__product_recommandations--color\\\"\/>\\n        <\/svg><\/h2>\\n    \\n            <h3 class=\\\"esCardFeature__title es-typo-lg mt-2 break-keep [&amp;_*]:break-keep hyphens-auto bg-linear-to-r from-elastic-blue to-elastic-coral text-transparent bg-clip-text\\\">D\u00e9couverte Produit Naturelle<\/h3>\\n    \\n            <div class=\\\"esCard__paragraph esCardFeature__paragraph es-typo-base mt-2 text-neutral-700\\\">\\n            Les clients trouvent facilement des produits pertinents auxquels ils n\u2019auraient pas pens\u00e9. La recherche vectorielle maximise la visibilit\u00e9 de votre catalogue.\\n        <\/div>\\n    \\n    <\/div>\",\"\\n<div class=\\\"esCardFeature flex flex-col wp-block-elasticsuite-card-feature\\\">\\n            <h2 class=\\\"esCardFeature__icon w-10 h-10\\\"><svg width=\\\"40\\\" height=\\\"40\\\" aria-hidden=\\\"true\\\">\\n            <use href=\\\"#feature__gold_medal--color\\\"\/>\\n        <\/svg><\/h2>\\n    \\n            <h3 class=\\\"esCardFeature__title es-typo-lg mt-2 break-keep [&amp;_*]:break-keep hyphens-auto bg-linear-to-r from-elastic-blue to-elastic-coral text-transparent bg-clip-text\\\">Avantage Concurrentiel<\/h3>\\n    \\n            <div class=\\\"esCard__paragraph esCardFeature__paragraph es-typo-base mt-2 text-neutral-700\\\">\\n            Proposer une recherche s\u00e9mantique avanc\u00e9e place votre site comme une r\u00e9f\u00e9rence en exp\u00e9rience utilisateur et renforce votre position face \u00e0 la concurrence.\\n        <\/div>\\n    \\n    <\/div>\"]} -->\n\n<div class=\"wp-block-elasticsuite-totems-card-feature esTotems esTotemsCardFeature grid grid-cols-1 sm:grid-cols-2  gap-(--es-spacing-sm) lg:grid-cols-3 esTotems--animated invisible *:invisible\">\n            \n<div class=\"esCardFeature flex flex-col wp-block-elasticsuite-card-feature\">\n            <h2 class=\"esCardFeature__icon w-10 h-10\"><svg width=\"40\" height=\"40\" aria-hidden=\"true\">\n            <use href=\"#feature__instant_search_results--color\"\/>\n        <\/svg><\/h2>\n    \n            <h3 class=\"esCardFeature__title es-typo-lg mt-2 break-keep [&amp;_*]:break-keep hyphens-auto bg-linear-to-r from-elastic-blue to-elastic-coral text-transparent bg-clip-text\">R\u00e9duction Drastique des &quot;Z\u00e9ro R\u00e9sultats&quot;<\/h3>\n    \n            <div class=\"esCard__paragraph esCardFeature__paragraph es-typo-base mt-2 text-neutral-700\">\n            En comprenant le sens et l\u2019intention gr\u00e2ce \u00e0 l\u2019IA, le moteur \u00e9vite les \u00e9checs li\u00e9s aux mots-cl\u00e9s exacts. La recherche vectorielle r\u00e9duit fortement ces situations.\n        <\/div>\n    \n    <\/div>\n            \n<div class=\"esCardFeature flex flex-col wp-block-elasticsuite-card-feature\">\n            <h2 class=\"esCardFeature__icon w-10 h-10\"><svg width=\"40\" height=\"40\" aria-hidden=\"true\">\n            <use href=\"#feature__product_recommandations--color\"\/>\n        <\/svg><\/h2>\n    \n            <h3 class=\"esCardFeature__title es-typo-lg mt-2 break-keep [&amp;_*]:break-keep hyphens-auto bg-linear-to-r from-elastic-blue to-elastic-coral text-transparent bg-clip-text\">D\u00e9couverte Produit Naturelle<\/h3>\n    \n            <div class=\"esCard__paragraph esCardFeature__paragraph es-typo-base mt-2 text-neutral-700\">\n            Les clients trouvent facilement des produits pertinents auxquels ils n\u2019auraient pas pens\u00e9. La recherche vectorielle maximise la visibilit\u00e9 de votre catalogue.\n        <\/div>\n    \n    <\/div>\n            \n<div class=\"esCardFeature flex flex-col wp-block-elasticsuite-card-feature\">\n            <h2 class=\"esCardFeature__icon w-10 h-10\"><svg width=\"40\" height=\"40\" aria-hidden=\"true\">\n            <use href=\"#feature__gold_medal--color\"\/>\n        <\/svg><\/h2>\n    \n            <h3 class=\"esCardFeature__title es-typo-lg mt-2 break-keep [&amp;_*]:break-keep hyphens-auto bg-linear-to-r from-elastic-blue to-elastic-coral text-transparent bg-clip-text\">Avantage Concurrentiel<\/h3>\n    \n            <div class=\"esCard__paragraph esCardFeature__paragraph es-typo-base mt-2 text-neutral-700\">\n            Proposer une recherche s\u00e9mantique avanc\u00e9e place votre site comme une r\u00e9f\u00e9rence en exp\u00e9rience utilisateur et renforce votre position face \u00e0 la concurrence.\n        <\/div>\n    \n    <\/div>\n    <\/div>\n<!-- \/wp:elasticsuite\/totems-card-feature --><\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"background-image:url(&apos;\/sample-image\/grid\/desktop-min.png&apos;);background-repeat:repeat-y;background-size:initial;\" class=\"wp-block-group alignfull relative bg-neutral-100 bg-repeat-y bg-center overflow-hidden is-layout-constrained wp-block-group-is-layout-constrained has-background\">\n<div class=\"wp-block-columns relative z-10 flex flex-col gap-(--es-spacing-lg) px-(--es-spacing-md) py-(--es-spacing-2xl) lg:px-(--es-spacing-none) is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/card {\"alignment\":\"center\",\"sectionTitle\":\"FAQ\",\"title\":\"FAQ : recherche vectorielle et IA\",\"titleTag\":\"h2\",\"paragraph\":\"Tout savoir sur la recherche vectorielle, l'IA et les r\u00e9sultats search.<br>Lisez le <a href=\\\"https:\/\/elastic-suite.github.io\/documentation\/\\\">Guide Utilisateur<\/a> ou contactez nous pour obtenir de l'aide.\",\"isAnimated\":false,\"theme\":\"dark\",\"showSectionTitle\":true,\"showTitle\":true,\"showParagraph\":true,\"showCtas\":true,\"cta\":\"\",\"readmore\":\"\"} -->\n\n<div class=\"esCard flex flex-col text-center wp-block-elasticsuite-card\" data-animated=\"\">\n            <div class=\"esCard__sectionTitle font-medium text-[13px] leading-4 lg:es-typo-sm break-keep [&amp;_*]:break-keep hyphens-none text-elastic-blue\">FAQ<\/div>\n    \n            <h2 class=\"esCard__title font-bold text-2xl leading-12 lg:es-typo-3xl mt-(--es-spacing-sm) lg:mt-(--es-spacing-xs) break-keep [&amp;_*]:break-keep hyphens-none text-neutral-900\">FAQ : recherche vectorielle et IA<\/h2>\n    \n            <div class=\"esCard__paragraph font-normal text-base leading-6 lg:es-typo-md mt-(--es-spacing-sm) lg:mt-(--es-spacing-md) break-keep [&amp;_*]:break-keep hyphens-none [&amp;_a]:underline [&amp;_a]:text-elastic-coral text-neutral-700\">\n            Tout savoir sur la recherche vectorielle, l&rsquo;IA et les r\u00e9sultats search.<br>Lisez le <a href=\"https:\/\/elastic-suite.github.io\/documentation\/\">Guide Utilisateur<\/a> ou contactez nous pour obtenir de l&rsquo;aide.\n        <\/div>\n    \n    \n    <\/div><!-- \/wp:elasticsuite\/card -->\n<\/div>\n\n\n\n<div class=\"wp-block-column pt-(--es-spacing-xl) is-layout-flow wp-block-column-is-layout-flow\"><!-- wp:elasticsuite\/faq {\"theme\":\"dark\",\"items\":[{\"question\":\"Comment la recherche vectorielle se compare-t-elle au th\u00e9saurus ?\",\"answer\":\"Le th\u00e9saurus g\u00e8re des r\u00e8gles manuelles (A = B), tandis que la recherche vectorielle utilise l\u2019IA pour d\u00e9duire automatiquement la relation s\u00e9mantique entre les termes. L\u2019IA offre une \u00e9chelle et une pr\u00e9cision bien sup\u00e9rieures pour la recherche gr\u00e2ce aux donn\u00e9es vectorielles et aux repr\u00e9sentations num\u00e9riques.\",\"theme\":\"light\"},{\"question\":\"La recherche vectorielle peut-elle g\u00e9rer des requ\u00eates multilingues ?\",\"answer\":\"Oui. Les mod\u00e8les d\u2019Intelligence Artificielle utilis\u00e9s pour la recherche vectorielle sont souvent entra\u00een\u00e9s sur de vastes corpus multilingues, leur permettant de comprendre et de faire correspondre le sens, quelle que soit la langue. Ces capacit\u00e9s reposent sur des mod\u00e8les de langage LLM, adapt\u00e9s aux ensembles de donn\u00e9es multilingues.\",\"theme\":\"light\"},{\"question\":\"Est-ce que la recherche vectorielle remplace le search classique ?\",\"answer\":\"Non, elle le compl\u00e8te. La recherche vectorielle est ajout\u00e9e \u00e0 l\u2019index existant (mots-cl\u00e9s, attributs) pour am\u00e9liorer la pertinence. Le search classique g\u00e8re les filtres pr\u00e9cis, tandis que l\u2019IA \u2014 y compris l\u2019IA g\u00e9n\u00e9rative \u2014 g\u00e8re la compr\u00e9hension du sens et les liens entre les produits via des syst\u00e8mes de recommandation.\",\"theme\":\"light\"},{\"question\":\"La recherche vectorielle n\u00e9cessite-t-elle beaucoup de donn\u00e9es e-commerce sp\u00e9cifiques ?\",\"answer\":\"Le moteur IA est entra\u00een\u00e9 sur des donn\u00e9es g\u00e9n\u00e9rales, mais il s\u2019adapte au fil du temps en fonction des interactions avec les r\u00e9sultats de votre catalogue. Cette approche repose sur des ensembles de donn\u00e9es vari\u00e9s et peut s\u2019appuyer sur des mod\u00e8les open source pour renforcer les performances.\",\"theme\":\"light\"},{\"question\":\"Quels sont les pr\u00e9requis techniques pour impl\u00e9menter la recherche vectorielle ?\",\"answer\":\"La complexit\u00e9 technique est g\u00e9r\u00e9e par l\u2019outil ElasticSuite\/Gally. Vous n\u2019avez besoin que d\u2019un catalogue bien structur\u00e9 ; l\u2019infrastructure IA et la gestion des vecteurs sont prises en charge par la plateforme, y compris les repr\u00e9sentations num\u00e9riques n\u00e9cessaires au traitement.\",\"theme\":\"light\"}]} -->\n<div >\n    <div class=\"esFaq flex flex-col gap-(--es-spacing-xs)\" data-es-faq>\n                    \n            <div class=\"esFaq__item rounded-(--es-radius-md) p-(--es-spacing-sm) backdrop-blur-md border-[0.5px] bg-neutral-50\/10 border-neutral-50\/20\" data-es-faq-item>\n                <button\n                        type=\"button\"\n                        class=\"esFaq__itemHeading flex flex-row justify-between items-center w-full text-left hover:cursor-pointer\"\n                        id=\"esFaq-8a150bb4fa-q\"\n                        aria-controls=\"esFaq-8a150bb4fa-a\"\n                        aria-expanded=\"false\"\n                        data-es-faq-trigger\n                >\n                    <h3 class=\"esFaq__itemQuestion font-normal text-[19px] leading-7 text-neutral-900\">Comment la recherche vectorielle se compare-t-elle au th\u00e9saurus ?<\/h3>\n\n                    <span class=\"esFaq__itemToggle flex justify-center items-center w-7 h-7 rounded-(--es-radius-full) *:w-3 shrink-0 bg-neutral-50 *:fill-indigo-mid\" aria-hidden=\"true\">\n                        <svg viewBox=\"0 0 12 12\">\n                            <use xlink:href=\"#chevron__b\"><\/use>\n                        <\/svg>\n                    <\/span>\n                <\/button>\n\n                <div\n                        id=\"esFaq-8a150bb4fa-a\"\n                        class=\"esFaq__itemAnswer mt-(--es-spacing-xl) text-[15px] leading-7 hidden [&amp;_a]:underline [&amp;_a]:text-elastic-coral text-neutral-900\"\n                        role=\"region\"\n                        aria-labelledby=\"esFaq-8a150bb4fa-q\"\n                        aria-hidden=\"true\"\n                        data-es-faq-answer\n                >\n                    <p>Le th\u00e9saurus g\u00e8re des r\u00e8gles manuelles (A = B), tandis que la recherche vectorielle utilise l\u2019IA pour d\u00e9duire automatiquement la relation s\u00e9mantique entre les termes. L\u2019IA offre une \u00e9chelle et une pr\u00e9cision bien sup\u00e9rieures pour la recherche gr\u00e2ce aux donn\u00e9es vectorielles et aux repr\u00e9sentations num\u00e9riques.<\/p>\n                <\/div>\n            <\/div>\n                    \n            <div class=\"esFaq__item rounded-(--es-radius-md) p-(--es-spacing-sm) backdrop-blur-md border-[0.5px] bg-neutral-50\/10 border-neutral-50\/20\" data-es-faq-item>\n                <button\n                        type=\"button\"\n                        class=\"esFaq__itemHeading flex flex-row justify-between items-center w-full text-left hover:cursor-pointer\"\n                        id=\"esFaq-95bfbcd0be-q\"\n                        aria-controls=\"esFaq-95bfbcd0be-a\"\n                        aria-expanded=\"false\"\n                        data-es-faq-trigger\n                >\n                    <h3 class=\"esFaq__itemQuestion font-normal text-[19px] leading-7 text-neutral-900\">La recherche vectorielle peut-elle g\u00e9rer des requ\u00eates multilingues ?<\/h3>\n\n                    <span class=\"esFaq__itemToggle flex justify-center items-center w-7 h-7 rounded-(--es-radius-full) *:w-3 shrink-0 bg-neutral-50 *:fill-indigo-mid\" aria-hidden=\"true\">\n                        <svg viewBox=\"0 0 12 12\">\n                            <use xlink:href=\"#chevron__b\"><\/use>\n                        <\/svg>\n                    <\/span>\n                <\/button>\n\n                <div\n                        id=\"esFaq-95bfbcd0be-a\"\n                        class=\"esFaq__itemAnswer mt-(--es-spacing-xl) text-[15px] leading-7 hidden [&amp;_a]:underline [&amp;_a]:text-elastic-coral text-neutral-900\"\n                        role=\"region\"\n                        aria-labelledby=\"esFaq-95bfbcd0be-q\"\n                        aria-hidden=\"true\"\n                        data-es-faq-answer\n                >\n                    <p>Oui. Les mod\u00e8les d\u2019Intelligence Artificielle utilis\u00e9s pour la recherche vectorielle sont souvent entra\u00een\u00e9s sur de vastes corpus multilingues, leur permettant de comprendre et de faire correspondre le sens, quelle que soit la langue. Ces capacit\u00e9s reposent sur des mod\u00e8les de langage LLM, adapt\u00e9s aux ensembles de donn\u00e9es multilingues.<\/p>\n                <\/div>\n            <\/div>\n                    \n            <div class=\"esFaq__item rounded-(--es-radius-md) p-(--es-spacing-sm) backdrop-blur-md border-[0.5px] bg-neutral-50\/10 border-neutral-50\/20\" data-es-faq-item>\n                <button\n                        type=\"button\"\n                        class=\"esFaq__itemHeading flex flex-row justify-between items-center w-full text-left hover:cursor-pointer\"\n                        id=\"esFaq-748475403b-q\"\n                        aria-controls=\"esFaq-748475403b-a\"\n                        aria-expanded=\"false\"\n                        data-es-faq-trigger\n                >\n                    <h3 class=\"esFaq__itemQuestion font-normal text-[19px] leading-7 text-neutral-900\">Est-ce que la recherche vectorielle remplace le search classique ?<\/h3>\n\n                    <span class=\"esFaq__itemToggle flex justify-center items-center w-7 h-7 rounded-(--es-radius-full) *:w-3 shrink-0 bg-neutral-50 *:fill-indigo-mid\" aria-hidden=\"true\">\n                        <svg viewBox=\"0 0 12 12\">\n                            <use xlink:href=\"#chevron__b\"><\/use>\n                        <\/svg>\n                    <\/span>\n                <\/button>\n\n                <div\n                        id=\"esFaq-748475403b-a\"\n                        class=\"esFaq__itemAnswer mt-(--es-spacing-xl) text-[15px] leading-7 hidden [&amp;_a]:underline [&amp;_a]:text-elastic-coral text-neutral-900\"\n                        role=\"region\"\n                        aria-labelledby=\"esFaq-748475403b-q\"\n                        aria-hidden=\"true\"\n                        data-es-faq-answer\n                >\n                    <p>Non, elle le compl\u00e8te. La recherche vectorielle est ajout\u00e9e \u00e0 l\u2019index existant (mots-cl\u00e9s, attributs) pour am\u00e9liorer la pertinence. Le search classique g\u00e8re les filtres pr\u00e9cis, tandis que l\u2019IA \u2014 y compris l\u2019IA g\u00e9n\u00e9rative \u2014 g\u00e8re la compr\u00e9hension du sens et les liens entre les produits via des syst\u00e8mes de recommandation.<\/p>\n                <\/div>\n            <\/div>\n                    \n            <div class=\"esFaq__item rounded-(--es-radius-md) p-(--es-spacing-sm) backdrop-blur-md border-[0.5px] bg-neutral-50\/10 border-neutral-50\/20\" data-es-faq-item>\n                <button\n                        type=\"button\"\n                        class=\"esFaq__itemHeading flex flex-row justify-between items-center w-full text-left hover:cursor-pointer\"\n                        id=\"esFaq-8ca32780f8-q\"\n                        aria-controls=\"esFaq-8ca32780f8-a\"\n                        aria-expanded=\"false\"\n                        data-es-faq-trigger\n                >\n                    <h3 class=\"esFaq__itemQuestion font-normal text-[19px] leading-7 text-neutral-900\">La recherche vectorielle n\u00e9cessite-t-elle beaucoup de donn\u00e9es e-commerce sp\u00e9cifiques ?<\/h3>\n\n                    <span class=\"esFaq__itemToggle flex justify-center items-center w-7 h-7 rounded-(--es-radius-full) *:w-3 shrink-0 bg-neutral-50 *:fill-indigo-mid\" aria-hidden=\"true\">\n                        <svg viewBox=\"0 0 12 12\">\n                            <use xlink:href=\"#chevron__b\"><\/use>\n                        <\/svg>\n                    <\/span>\n                <\/button>\n\n                <div\n                        id=\"esFaq-8ca32780f8-a\"\n                        class=\"esFaq__itemAnswer mt-(--es-spacing-xl) text-[15px] leading-7 hidden [&amp;_a]:underline [&amp;_a]:text-elastic-coral text-neutral-900\"\n                        role=\"region\"\n                        aria-labelledby=\"esFaq-8ca32780f8-q\"\n                        aria-hidden=\"true\"\n                        data-es-faq-answer\n                >\n                    <p>Le moteur IA est entra\u00een\u00e9 sur des donn\u00e9es g\u00e9n\u00e9rales, mais il s\u2019adapte au fil du temps en fonction des interactions avec les r\u00e9sultats de votre catalogue. Cette approche repose sur des ensembles de donn\u00e9es vari\u00e9s et peut s\u2019appuyer sur des mod\u00e8les open source pour renforcer les performances.<\/p>\n                <\/div>\n            <\/div>\n                    \n            <div class=\"esFaq__item rounded-(--es-radius-md) p-(--es-spacing-sm) backdrop-blur-md border-[0.5px] bg-neutral-50\/10 border-neutral-50\/20\" data-es-faq-item>\n                <button\n                        type=\"button\"\n                        class=\"esFaq__itemHeading flex flex-row justify-between items-center w-full text-left hover:cursor-pointer\"\n                        id=\"esFaq-b8936239ea-q\"\n                        aria-controls=\"esFaq-b8936239ea-a\"\n                        aria-expanded=\"false\"\n                        data-es-faq-trigger\n                >\n                    <h3 class=\"esFaq__itemQuestion font-normal text-[19px] leading-7 text-neutral-900\">Quels sont les pr\u00e9requis techniques pour impl\u00e9menter la recherche vectorielle ?<\/h3>\n\n                    <span class=\"esFaq__itemToggle flex justify-center items-center w-7 h-7 rounded-(--es-radius-full) *:w-3 shrink-0 bg-neutral-50 *:fill-indigo-mid\" aria-hidden=\"true\">\n                        <svg viewBox=\"0 0 12 12\">\n                            <use xlink:href=\"#chevron__b\"><\/use>\n                        <\/svg>\n                    <\/span>\n                <\/button>\n\n                <div\n                        id=\"esFaq-b8936239ea-a\"\n                        class=\"esFaq__itemAnswer mt-(--es-spacing-xl) text-[15px] leading-7 hidden [&amp;_a]:underline [&amp;_a]:text-elastic-coral text-neutral-900\"\n                        role=\"region\"\n                        aria-labelledby=\"esFaq-b8936239ea-q\"\n                        aria-hidden=\"true\"\n                        data-es-faq-answer\n                >\n                    <p>La complexit\u00e9 technique est g\u00e9r\u00e9e par l\u2019outil ElasticSuite\/Gally. Vous n\u2019avez besoin que d\u2019un catalogue bien structur\u00e9 ; l\u2019infrastructure IA et la gestion des vecteurs sont prises en charge par la plateforme, y compris les repr\u00e9sentations num\u00e9riques n\u00e9cessaires au traitement.<\/p>\n                <\/div>\n            <\/div>\n            <\/div>\n<\/div>\n\n    <script type=\"application\/ld+json\">\n        {\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"Comment la recherche vectorielle se compare-t-elle au th\u00e9saurus ?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Le th\u00e9saurus g\u00e8re des r\u00e8gles manuelles (A = B), tandis que la recherche vectorielle utilise l\u2019IA pour d\u00e9duire automatiquement la relation s\u00e9mantique entre les termes. 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