{"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\/pt\/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\">Busca Vetorial<\/h1>\n\n\n\n<p class=\"has-large-font-size wp-block-paragraph\">Os recursos de busca vetorial inovadores do Couchbase suportam armazenamento e busca de vetores em escala de bilh\u00e3o para aplica\u00e7\u00f5es com desempenho e precis\u00e3o incr\u00edveis. M\u00faltiplas op\u00e7\u00f5es de tipos.<\/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\">Assista ao V\u00eddeo<\/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=\"Fechar caixa de pop-up\" 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=\"Documentos\" target=\"_self\">Documentos<\/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\">NOVIDADE<\/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\">Acelere a cria\u00e7\u00e3o de aplicativos agentivos seguros e escal\u00e1veis com \u00cdndices Vetoriais 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\/pt\/blog\/couchbase-8-hyperscale-ai\/\" title=\"Saiba mais\" target=\"_self\">Saiba mais<\/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\">REFER\u00caNCIA<\/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\">Testes de pesquisa vetorial: o Couchbase \u00e9 350 vezes mais r\u00e1pido que o MongoDB em escala de bilh\u00f5es<\/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=\"Saiba mais\" target=\"_self\">Saiba mais<\/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\">PRODUTO<\/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\">Construa aplicativos m\u00f3veis de IA que funcionam sem 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\/pt\/products\/mobile\/\" title=\"Saiba mais\" target=\"_self\">Saiba mais<\/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\">Para que serve a pesquisa vetorial em um banco de dados?<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">A busca vetorial entrega resultados de vizinhos mais pr\u00f3ximos sem precisar de uma correspond\u00eancia exata. Texto, imagens, \u00e1udio e v\u00eddeo s\u00e3o convertidos em representa\u00e7\u00f5es matem\u00e1ticas e usados para busca sem\u00e2ntica ou para superar desafios de IA usando o <a href=\"https:\/\/www.couchbase.com\/pt\/blog\/an-overview-of-retrieval-augmented-generation\/\">estrutura de gera\u00e7\u00e3o aumentada por recupera\u00e7\u00e3o (RAG)<\/a>. Em n\u00edvel empresarial, a busca por vetores \u00e9 comumente usada para chatbots poderos.<\/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)\">N\u00e3o deixe que esses desafios de busca vetorial te atrasem<\/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\">Complexidade<\/h2>\n\n\n\n<p class=\"has-text-align-left has-black-color has-text-color wp-block-paragraph\">N\u00e3o h\u00e1 necessidade de usar um banco de dados separado para busca vetorial, o que adiciona complexidade, administra\u00e7\u00e3o, custo e lat\u00eancia para o aplicativo geral.<\/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\">Lat\u00eancia<\/h2>\n\n\n\n<p class=\"has-text-align-left has-black-color has-text-color wp-block-paragraph\">Retornar resultados o mais r\u00e1pido poss\u00edvel \u00e9 crucial para os usu\u00e1rios. Saltos extras e indexa\u00e7\u00e3o ruim matam a experi\u00eancia do usu\u00e1rio.<\/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\">Seguran\u00e7a<\/h2>\n\n\n\n<p class=\"has-text-align-left has-black-color has-text-color wp-block-paragraph\">Construa aplicativos de IA sem alimentar modelos p\u00fablicos com dados corporativos e entregue aos usu\u00e1rios resultados precisos e atualizados.<\/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\">Escalabilidade<\/h2>\n\n\n\n<p class=\"has-text-align-left has-black-color has-text-color wp-block-paragraph\">O Couchbase j\u00e1 provou ser capaz de processar bilh\u00f5es de vetores com tempos de resposta na ordem de milissegundos, permitindo que sua aplica\u00e7\u00e3o se expanda globalmente sem 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\">Principais capacidades de busca vetorial<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">A constru\u00e7\u00e3o de aplicativos poderosos baseados em vetores e IA exige uma plataforma de banco de dados robusta, com uma arquitetura diferenciada que seja r\u00e1pida, acess\u00edvel e vers\u00e1til.<\/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\">Plano de dados de IA para aplica\u00e7\u00f5es aut\u00f4nomas<\/h2>\n\n\n\n<p class=\"has-text-align-center has-black-color has-text-color wp-block-paragraph\">Construa aplicativos modernos, com suporte a IA, RAG e <a href=\"https:\/\/www.couchbase.com\/pt\/blog\/agentic-ai\/\">agentes<\/a> em grande escala, minimizando ao mesmo tempo as preocupa\u00e7\u00f5es com a privacidade e a lat\u00eancia.<\/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\/pt\/products\/ai-services\/\" title=\"Saiba mais\" target=\"_self\">Saiba mais<\/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\">Flexibilidade de indexa\u00e7\u00e3o inigual\u00e1vel<\/h2>\n\n\n\n<p class=\"has-text-align-center has-black-color has-text-color wp-block-paragraph\">O Couchbase oferece, de forma exclusiva, tr\u00eas op\u00e7\u00f5es de indexa\u00e7\u00e3o vetorial para atender \u00e0s suas necessidades de desempenho, recupera\u00e7\u00e3o, custo e consultas.<\/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=\"Saiba mais\">Saiba mais<\/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\">Desempenho na casa dos bilh\u00f5es<\/h2>\n\n\n\n<p class=\"has-text-align-center has-black-color has-text-color wp-block-paragraph\">Pesquisa vetorial em escala de bilh\u00f5es para contexto de IA em tempo real, com uma arquitetura que prioriza a mem\u00f3ria e servi\u00e7os de indexa\u00e7\u00e3o flex\u00edveis.<\/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\/pt\/multi-dimensional-scalability-overview\/\" title=\"Saiba mais\" target=\"_self\">Saiba mais<\/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\">Suporte de nuvem para borda<\/h2>\n\n\n\n<p class=\"has-text-align-center has-black-color has-text-color wp-block-paragraph\">Com a busca vetorial na nuvem e no dispositivo, voc\u00ea obt\u00e9m a escala de nuvem necess\u00e1ria para a IA e o processamento de borda para torn\u00e1-la eficaz.<\/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\/pt\/products\/mobile\/\" title=\"Saiba mais\" target=\"_self\">Saiba mais<\/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=\"Deslize\" 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\">Busca por similaridade, busca h\u00edbrida<\/h2>\n\n<p>A similaridade \u00e9 uma ferramenta poderosa, mas cen\u00e1rios do mundo real exigem busca h\u00edbrida entre texto, geolocaliza\u00e7\u00f5es, intervalos e dados operacionais. Com v\u00e1rias op\u00e7\u00f5es de indexa\u00e7\u00e3o, os desenvolvedores podem ajustar precisamente sua estrat\u00e9gia de busca h\u00edbrida para obter desempenho e relev\u00e2ncia ideais.<\/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\/pt\/blog\/vector-similarity-search\/\" title=\"Saiba mais \" target=\"_self\">Saiba mais<\/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\">Aplicativos Ag\u00eanticos e RAG<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Os agentes de IA adicionar\u00e3o um novo n\u00edvel de sofistica\u00e7\u00e3o e racioc\u00ednio \u00e0 forma como os usu\u00e1rios interagem com uma organiza\u00e7\u00e3o e seus dados. Usando RAG, as equipes podem tornar os aplicativos de IA mais seguros, precisos e atualizados.<\/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\/pt\/blog\/what-is-an-ai-agent\/\" title=\"Aprenda sobre Agentes de IA\" target=\"_self\">Aprenda sobre Agentes de 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\">Detec\u00e7\u00e3o de fraude e anomalia<\/h2>\n\n<p>Ao converter o comportamento e as transa\u00e7\u00f5es do usu\u00e1rio em vetores, esses padr\u00f5es podem ser comparados a outras representa\u00e7\u00f5es vetoriais semelhantes que podem indicar fraude. A busca vetorial \u00e9 eficaz no tratamento de dados de alta dimensionalidade e na correspond\u00eancia de similaridade.<\/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\/pt\/customers\/fico\/\" title=\"Leia a hist\u00f3ria do cliente\" target=\"_self\">Leia a hist\u00f3ria do cliente<\/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\">Aplicativos m\u00f3veis de vetores<\/h2>\n\n<p>Executar busca vetorial em dispositivos m\u00f3veis e embarcados traz todos os benef\u00edcios da computa\u00e7\u00e3o de ponta, incluindo tempos de resposta de milissegundos, confiabilidade, disponibilidade mesmo.<\/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\/pt\/products\/mobile\/\" title=\"Saiba mais\" target=\"_self\">Saiba mais<\/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\">O que os clientes est\u00e3o dizendo<\/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);\">\u201cOs novos recursos de pesquisa vetorial da Couchbase transformam a forma como oferecemos a descoberta de v\u00eddeos com reconhecimento de contexto para empresas.\u201d<\/p>\n<cite><strong>Ian Merrington<\/strong>, CTO, 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\">implementa\u00e7\u00e3o mais r\u00e1pida de novos recursos<\/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\/pt\/customers\/seenit\/\" title=\"Leia a hist\u00f3ria do cliente\" target=\"_self\">Leia a hist\u00f3ria do cliente<\/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);\">\u201cOs dados de comunica\u00e7\u00e3o em tempo real e a consulta de alta concorr\u00eancia do Couchbase melhoram significativamente o desempenho e a estabilidade do aplicativo de Assistente de IA.\u201d<\/p>\n<cite><strong>Andy Qiu<\/strong>,  CEO da 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\">documentos<\/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\">opera\u00e7\u00f5es por segundo<\/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\/pt\/customers\/jinmu\/\" title=\"Leia a hist\u00f3ria do cliente\" target=\"_self\">Leia a hist\u00f3ria do cliente<\/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);\">\"O Couchbase Search nos permite fornecer resultados de pesquisa de clientes a partir de conjuntos de dados extremamente grandes com muita efici\u00eancia.\"<\/p>\n<cite><strong>Brant Burnett<\/strong>, Arquiteto de Sistemas, 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\">insights do cliente para seus clientes<\/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\/pt\/customers\/centeredge\/\" title=\"Leia a hist\u00f3ria do cliente\" target=\"_self\">Leia a hist\u00f3ria do cliente<\/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);\">\u201cO que a Couchbase fez com o SQL++ foi uma das iniciativas mais inovadoras do setor de bancos de dados nas \u00faltimas d\u00e9cadas.\u201d<\/p>\n<cite><strong>Projeto de lei da C\u00e2mara<\/strong>, Vice-presidente de engenharia, 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\">menor tempo de planejamento<\/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\">economia por otimiza\u00e7\u00e3o<\/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\/pt\/customers\/swarm-engineering\/\" title=\"Leia a hist\u00f3ria do cliente\" target=\"_self\">Leia a hist\u00f3ria do cliente<\/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\">Saiba mais sobre representa\u00e7\u00f5es vetoriais<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Obtenha uma compreens\u00e3o mais profunda.<\/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\/pt\/blog\/what-are-vector-embeddings\/\" title=\"Leia o blog\" target=\"_self\">Leia o 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\">Explore os recursos relacionados<\/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\">DOCUMENTA\u00c7\u00c3O<\/p>\n\n\n\n<h3 id=\"h-introduction-to-vector-search\" class=\"wp-block-heading has-heading-sm-font-size\">Introdu\u00e7\u00e3o \u00e0 pesquisa em vetores<\/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=\"Leia os documentos\" target=\"_self\">Leia os documentos<\/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\">V\u00cdDEO<\/p>\n\n\n\n<h3 id=\"h-see-vector-and-hybrid-search-in-action\" class=\"wp-block-heading has-heading-sm-font-size\">Veja a busca vetorial e h\u00edbrida em a\u00e7\u00e3o<\/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\">Assista agora<\/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=\"Fechar caixa de pop-up\" 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\">REFER\u00caNCIA<\/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\">Testes de pesquisa vetorial: o Couchbase \u00e9 350 vezes mais r\u00e1pido que o MongoDB em escala de bilh\u00f5es<\/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=\"Saiba mais\" target=\"_self\">Saiba mais<\/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=\"Deslize\" 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\/pt\/resources\/\" title=\"Ver todos os recursos\" target=\"_self\">Ver todos os recursos<\/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\">Perguntas frequentes sobre pesquisa em vetores<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">Obtenha respostas r\u00e1pidas para perguntas sobre pesquisa vetorial, bancos de dados e muito mais.<\/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\">Como a pesquisa vetorial do Couchbase se compara a outros bancos de dados?<\/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\">O Couchbase \u00e9 uma plataforma multimodelo que combina pesquisa vetorial de alto desempenho com t\u00e9cnicas de pesquisa de texto, geoespaciais e outras, eliminando a necessidade de um banco de dados vetorial separado e independente.<\/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\">Quais tipos de \u00edndice vetorial o Couchbase suporta?<\/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\">O Couchbase suporta tr\u00eas tipos principais de \u00edndice: Hyperscale para conjuntos de dados na escala de bilh\u00f5es, Composite para buscas filtradas de alta velocidade e Search para consultas h\u00edbridas sem\u00e2ntico.<\/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\">A pesquisa vetorial do Couchbase funciona em dispositivos m\u00f3veis e de borda?<\/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\">Suporte nativo para busca vetorial em dispositivos m\u00f3veis est\u00e1 dispon\u00edvel no Couchbase Lite, o.<\/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\">Como<\/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\">O Couchbase oferece suporte a pipelines RAG, atuando como um armazenamento vetorial dedicado para automatizar a cria\u00e7\u00e3o de embeddings e a indexa\u00e7\u00e3o, garantindo que os LLMs tenham acesso a um contexto corporativo preciso e privado.<\/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 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:33.34%\">\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-7c4a9a276feed18da899846b76291c52 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"13 12 34 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path 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Deixe-nos ajudar<\/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\/pt\/contact\/\" title=\"Entre em contato conosco\" target=\"_self\">Entre em contato conosco<\/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 v27.6 (Yoast SEO v27.6) - 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. 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