{"id":3283,"date":"2026-06-30T04:36:33","date_gmt":"2026-06-30T11:36:33","guid":{"rendered":"https:\/\/www.couchbase.com\/com-2026\/products-ai-services\/"},"modified":"2026-10-22T05:54:40","modified_gmt":"2026-10-22T12:54:40","slug":"products-ai-services","status":"publish","type":"page","link":"https:\/\/www.couchbase.com\/it\/products\/ai-data-plane\/","title":{"rendered":"AI Data Plane"},"content":{"rendered":"<div class=\"wp-block-group alignfull wp-block-hero is-style-full-width-image has-black-color has-peach-background-color has-text-color has-background has-link-color wp-elements-1 is-layout-constrained wp-container-core-group-is-layout-e9fb6676 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--md);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--md);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:40%\">\n<p class=\"is-style-eyebrow has-black-color has-text-color has-link-color has-body-small-font-size wp-elements-2 wp-block-paragraph\">IL LIVELLO DI DATI PER LA VOSTRA FORZA LAVORATIVA AGENTIC<\/p>\n\n\n\n<h1 id=\"h-couchbase-ai-data-plane\" class=\"wp-block-heading has-heading-2-xl-font-size\">Couchbase AI Data Plane\u2122<\/h1>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Offrite al vostro personale operativo una memoria gestita, l'accesso ai dati aziendali in tempo reale e una documentazione verificabile delle attivit\u00e0 svolte, tutto basato sui dati operativi che gi\u00e0 gestiscono la vostra azienda.<\/p>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-5d2f3228 wp-block-group-is-layout-flex\"><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\">Guarda il video<\/button><\/div><dialog id=\"modal-1\" class=\"modal__dialog modal__dialog--lightbox modal__dialog--large\">\n\t\t\t<button class=\"modal__close modal__close--bold\" type=\"button\" aria-label=\"Close popup box\" style=\"color:#000\"><svg viewbox=\"0 0 15 15\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\"><path d=\"M2 2L13 13\" stroke=\"currentColor\" stroke-width=\"4\" stroke-linecap=\"round\"\/><path d=\"M13 2L2 13\" stroke=\"currentColor\" stroke-width=\"4\" stroke-linecap=\"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=rF-dH73j0xU\" 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-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--md)\">\n<div class=\"wp-block-button is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/docs.couchbase.com\/ai\/get-started\/intro.html\" title=\" Carta bianca sull&#039;architettura\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Leggere i documenti<\/a><\/div>\n<\/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:60%\">\n<figure class=\"wp-block-image size-full has-custom-border size-large hero__image\"><img loading=\"lazy\" decoding=\"async\" width=\"1440\" height=\"700\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/AI-Data-Plane-V2-1-1.png\" alt=\"\" class=\"wp-image-11366\" 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)\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/AI-Data-Plane-V2-1-1.png 1440w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/AI-Data-Plane-V2-1-1-300x146.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/AI-Data-Plane-V2-1-1-18x9.png 18w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/AI-Data-Plane-V2-1-1-767x373.png 767w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/AI-Data-Plane-V2-1-1-1024x498.png 1024w\" sizes=\"auto, (max-width: 1440px) 100vw, 1440px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-card-group has-white-background-color has-background is-layout-constrained wp-container-core-group-is-layout-e39cf3a4 wp-block-group-is-layout-constrained\" style=\"margin-bottom:0;padding-top:var(--wp--preset--spacing--2-xs);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xs);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-group wp-block-leading-content is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-agents-stall-before-production\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg)\">Gli agenti si fermano prima della produzione<\/h2>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">La maggior parte dei programmi di agent non falliscono sul modello, falliscono invece sulla parte di dati sottostante, e questo si manifesta in quattro punti.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-grid wp-container-core-group-is-layout-d089fd1f wp-block-group-is-layout-grid\">\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 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-large\" style=\"margin-right:0;margin-left:0\"><img loading=\"lazy\" decoding=\"async\" width=\"992\" height=\"1024\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-992x1024.png\" alt=\"\" class=\"wp-image-11121\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-992x1024.png 992w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-291x300.png 291w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-768x792.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1489x1536.png 1489w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-12x12.png 12w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1985x2048.png 1985w\" sizes=\"auto, (max-width: 992px) 100vw, 992px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background 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<h2 id=\"h-agents-forget\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-3\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">Gli agenti dimenticano<\/h2>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Il contesto vive separato dal registro operativo, quindi gli agenti iniziano da zero, chiedono al cliente di ripetere la richiesta o colmano la lacuna da soli.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 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-large\"><img loading=\"lazy\" decoding=\"async\" width=\"992\" height=\"1024\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-992x1024.png\" alt=\"\" class=\"wp-image-11990\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-992x1024.png 992w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-291x300.png 291w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-768x792.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-1489x1536.png 1489w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-1985x2048.png 1985w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Data_Burst-1-12x12.png 12w\" sizes=\"auto, (max-width: 992px) 100vw, 992px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background 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<h3 id=\"h-agents-can-t-reach-the-business\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-4\">Gli agenti non riescono a raggiungere l'azienda<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Ogni agente ha bisogno della propria integrazione per accedere ai dati in tempo reale, quindi la decima richiede lo stesso tempo da costruire rispetto alla prima.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 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\"><img loading=\"lazy\" decoding=\"async\" width=\"1668\" height=\"1721\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited.png\" alt=\"\" class=\"wp-image-13167\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited.png 1668w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-291x300.png 291w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-992x1024.png 992w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-768x792.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-1489x1536.png 1489w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Stack-1-edited-12x12.png 12w\" sizes=\"auto, (max-width: 1668px) 100vw, 1668px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background 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<h3 class=\"wp-block-heading has-text-align-left has-white-color has-text-color has-heading-xl-font-size\" id=\"h-agents-can-t-account-for-themselves\">Gli agenti non sono in grado di spiegarsi<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Le segnalazioni, gli strumenti, le tracce e i registri che un agente legge sono archiviati in sistemi separati, quindi nessuno pu\u00f2 dire cosa sia realmente accaduto.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-custom-card wp-custom-card--image is-full-height has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 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\"><img loading=\"lazy\" decoding=\"async\" width=\"2481\" height=\"2560\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-scaled.png\" alt=\"\" class=\"wp-image-12731\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-scaled.png 2481w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-291x300.png 291w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-992x1024.png 992w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-768x792.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-1489x1536.png 1489w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-1985x2048.png 1985w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Zoom-1-12x12.png 12w\" sizes=\"auto, (max-width: 2481px) 100vw, 2481px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background 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<h3 class=\"wp-block-heading has-text-align-left has-white-color has-text-color has-heading-xl-font-size\" id=\"h-token-cost-explosion\">L'esplosione dei costi dei token<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Se non ci fosse la memoria persistente, le applicazioni ripresenterebbero l\u2019intera conversazione ad ogni nuova chiamata e avrebbero di nuovo a che fare con il contesto gi\u00e0 memorizzato.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-group alignfull has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-83f01759 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-bottom:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-group has-black-color has-peach-background-color has-text-color has-background has-link-color wp-elements-5 is-layout-constrained wp-container-core-group-is-layout-6e1cd670 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--xl);padding-bottom:0\">\n<section class=\"wp-block-group alignwide wp-block-values-accordion has-peach-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-what-is-the-ai-data-plane\">Cos'\u00e8 il Data Plane dell'IA?<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">Si tratta di una piattaforma gestita che consente agli agenti di accedere ai dati aziendali in tempo reale tramite un'interfaccia standard e di lasciare un registro che \u00e8 possibile interrogare.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-801acb99 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:38.58%\">\n<div data-wp-context=\"{ &quot;autoclose&quot;: true, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-timed is-layout-flow wp-block-accordion-is-layout-flow\" style=\"margin-top:var(--wp--preset--spacing--lg)\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-3&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 class=\"wp-block-accordion-heading has-icon has-icon-right has-heading-lg-font-size\"><button aria-expanded=\"true\" aria-controls=\"accordion-item-3-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-3\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Una memoria che non si stanca<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-3\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-3-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-container-core-accordion-panel-is-layout-8796d431 wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\" style=\"font-size:14px\">Agent Memory conserva lo stato della sessione a breve termine e il profilo e la memoria semantica a lungo termine tra le sessioni, i riavvii, gli utenti e i framework. La decrescita del TTL cancella automaticamente i dati obsoleti e la risoluzione dei conflitti basata sull'orario di creazione mantiene la cronologia sempre aggiornata. Puoi gestirlo completamente tramite Capella oppure gestirlo autonomamente nel tuo data center.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"756\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1024x756.png\" alt=\"\" class=\"wp-image-14760\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1024x756.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-300x222.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-768x567.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1536x1134.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-16x12.png 16w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-2048x1512.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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-4&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 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-4-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-4\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">L'accesso \u00e8 diventato standard<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-4\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-4-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"has-small-font-size wp-block-paragraph\">Il Couchbase MCP Server offre a ogni agente un modo standard e gestibile per accedere ai dati aziendali in tempo reale. Il Model Context Protocol \u00e8 l\u2019interfaccia su cui l\u2019ecosistema degli agenti sta standardizzando le proprie operazioni, consentendo l\u2019accesso agli strumenti in un unico punto anzich\u00e9 essere codificato manualmente per ogni agente. Disponibile nelle implementazioni gestite o auto-hosting.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"756\" fetchpriority=\"low\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1024x756.png\" alt=\"\" class=\"wp-image-14760\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1024x756.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-300x222.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-768x567.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1536x1134.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-16x12.png 16w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-2048x1512.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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-5&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 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-5-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-5\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Dati che fanno di pi\u00f9<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-5\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-5-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-container-core-accordion-panel-is-layout-8796d431 wp-block-accordion-panel-is-layout-flow\">\n<p class=\"has-small-font-size wp-block-paragraph\">I predicatori vettoriali, a testo completo e SQL++, vengono risolti in un unico percorso di query rispetto al record operativo stesso, non una copia sincronizzata con il proprio buffer di freschezza. Tre tipi di indice vettoriale coprono la ricerca su scala di miliardi e la ricerca filtrata altamente selettiva, cos\u00ec che le risposte provengono dai dati attuali.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"756\" fetchpriority=\"low\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1024x756.png\" alt=\"\" class=\"wp-image-14760\" style=\"aspect-ratio:1.3545268280189524;width:331px;height:auto\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1024x756.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-300x222.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-768x567.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1536x1134.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-16x12.png 16w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-2048x1512.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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-6&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 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-6-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-6\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Risposte che puoi verificare<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-6\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-6-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-container-core-accordion-panel-is-layout-8796d431 wp-block-accordion-panel-is-layout-flow\">\n<p class=\"has-small-font-size wp-block-paragraph\">Agent Catalog memorizza i prompt, le definizioni degli strumenti e le tracce end-to-end come dati, accanto ai record che un agente effettivamente legge. Una query SQL++ risponde a quale agente \u00e8 stato chiesto di fare qualcosa, per quale utente, con quale versione di prompt e leggendo quali record. L'audit diventa una query anzich\u00e9 un progetto di ricostruzione.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"756\" fetchpriority=\"low\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1024x756.png\" alt=\"\" class=\"wp-image-14760\" style=\"aspect-ratio:1.3545268280189524;width:331px;height:auto\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1024x756.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-300x222.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-768x567.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1536x1134.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-16x12.png 16w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-2048x1512.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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-7&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 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-7-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-7\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Costi che diminuiscono man mano che si aumenta l'esportazione<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-7\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-7-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-container-core-accordion-panel-is-layout-8796d431 wp-block-accordion-panel-is-layout-flow\">\n<p class=\"has-small-font-size wp-block-paragraph\">La memoria persistente sostituisce il reimpostazione dell'intera cronologia delle conversazioni ogni volta che si verifica un'interruzione, quindi l'utilizzo dei token non registra pi\u00f9 l'attivit\u00e0 dell'agente. La memorizzazione precisa e semantica consente di rispondere a richieste ripetute senza dover effettuare una nuova chiamata al modello, mentre le letture basate sulla memoria mantengono la velocit\u00e0 del percorso anche quando un singolo utente effettua una dozzina di richieste da parte del sistema.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"756\" fetchpriority=\"low\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1024x756.png\" alt=\"\" class=\"wp-image-14760\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1024x756.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-300x222.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-768x567.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-1536x1134.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-16x12.png 16w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/couchbase-ai-data-plane-architecture-agent-memory-mcp-2048x1512.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center values-accordion__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:56.48%\">\n<div class=\"wp-block-group values-accordion__image-panel is-layout-flow wp-block-group-is-layout-flow\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-e95a545c 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-custom-font-size wp-element-button\" href=\"https:\/\/www.couchbase.com\/it\/downloads\/?family=ai-data-plane\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Richiedi la prova gratuita<\/a><\/div>\n<\/div>\n<\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-51fa12eb wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-benchmarked-on-public-evals\" style=\"margin-top:var(--wp--preset--spacing--xl);margin-bottom:var(--wp--preset--spacing--xl)\">Misurato in base a valutazioni pubbliche<\/h2>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-a0518ab2 wp-block-group-is-layout-flex\" style=\"margin-bottom:var(--wp--preset--spacing--xl);padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-group wp-block-stat-item has-orange-color has-black-background-color has-text-color has-background is-horizontal is-content-justification-center is-layout-flex wp-container-core-group-is-layout-47d1046b wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">Scala 1B+<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Archivamento e ricerca dei dati in base a tre tipi di indice<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item has-orange-color has-black-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-58033321 wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">82.3%<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">sul benchmark LoCoMo Eval<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-e998c97f wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--sm);padding-left:var(--wp--preset--spacing--sm)\">\n<section class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-text-align-center is-style-eyebrow has-black-color has-text-color has-link-color wp-elements-6 wp-block-paragraph\" style=\"font-size:12px\">PROVA DEL CLIENTE<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-ai-in-production-on-couchbase\">L'IA \u00e8 in fase di sviluppo su Couchbase<\/h2>\n<\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item-list is-content-justification-center is-layout-flex wp-container-core-group-is-layout-d2fb95fd wp-block-group-is-layout-flex\" style=\"padding-right:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--2-xl)\">\n<div class=\"wp-block-group wp-block-stat-item has-orange-color has-black-background-color has-text-color has-background is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-c1e92873 wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">0,5 secondi<\/p>\n\n\n\n<p class=\"has-body-small-font-size wp-block-paragraph\">obiettivo di transazione agente<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized testimonial-carousel__logo\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/Agora-white-logo-1-1.svg\" alt=\"\" class=\"wp-image-3339\" style=\"aspect-ratio:2.0661118816458623;width:129px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/it\/customers\/agora\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/customers\/agora\/\">Leggi la storia<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item has-orange-color has-black-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-58033321 wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">65%<\/p>\n\n\n\n<p class=\"has-body-small-font-size wp-block-paragraph\">dei tassi di frode nei confronti delle carte del mondo<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized testimonial-carousel__logo\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/Fico-white-1-1.svg\" alt=\"\" class=\"wp-image-3180\" style=\"aspect-ratio:2.0661118816458623;width:129px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/it\/customers\/fico\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/customers\/fico\/\">Leggi la storia<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item has-orange-color has-black-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-58033321 wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">70M<\/p>\n\n\n\n<p class=\"has-body-small-font-size wp-block-paragraph\">documenti dietro l'assistente IA a 8.000 operazioni per secondo<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium testimonial-carousel__logo\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Jinmu-customer-logo-1.svg\" alt=\"\" class=\"wp-image-13992\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/it\/customers\/jinmu\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/customers\/jinmu\/\">Leggi la storia<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns cta-banner has-black-background-color has-background is-layout-flex wp-container-core-columns-is-layout-33bf8de2 wp-block-columns-is-layout-flex\" style=\"margin-top:0;margin-bottom:0;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\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-300x167.png\" alt=\"\" class=\"wp-image-13157\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-300x167.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-1024x569.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-768x427.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-1536x854.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-2048x1138.png 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Home-edited-18x10.png 18w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/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-7f6d387f 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-vertical is-nowrap is-layout-flex wp-container-core-column-is-layout-baa6f4c7 wp-block-column-is-layout-flex\">\n<p class=\"is-style-eyebrow has-white-color has-text-color has-small-font-size wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"h-put-your-agents-to-work-on-live-business-data\" class=\"wp-block-heading has-white-color has-text-color has-heading-xl-font-size\">Fornire ai vostri agenti la possibilit\u00e0 di lavorare con dati aziendali reali<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><\/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 is-style-medium\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/it\/downloads\/\">Scarica ora<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-group alignfull has-black-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<section class=\"wp-block-group wp-block-leading-content has-black-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;padding-top:var(--wp--preset--spacing--xl);padding-bottom:var(--wp--preset--spacing--xl)\">\n<p class=\"has-text-align-center is-style-eyebrow has-white-color has-text-color has-link-color wp-elements-7 wp-block-paragraph\">COME FUNZIONA<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color has-heading-2-xl-font-size wp-elements-8\" id=\"h-agentic-workflow-one-governed-layer\">Workflow agentico, una singola layer governata<\/h2>\n\n\n\n<p class=\"has-text-align-center has-white-color has-text-color has-link-color has-body-large-font-size wp-elements-9 wp-block-paragraph\">Ogni passaggio compiuto da un agente avviene in conformit\u00e0 allo stesso livello di dati gestito, senza passare attraverso un livello separato tra l'attivit\u00e0 e i dati.<\/p>\n\n\n<div style=\"padding-top:var(--wp--preset--spacing--md);padding-bottom:var(--wp--preset--spacing--md);padding-left:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);--tabs-accent-color: #EC1218;--tabs-edge-left: var(--wp--preset--spacing--lg);--tabs-edge-right: var(--wp--preset--spacing--lg)\" class=\"is-style-default wp-block-couchbase-com-2026-tabs has-background has-black-background-color\" data-tabs-id=\"tabs-block-8\"><div class=\"tabs-block__nav-select-wrapper\"><div class=\"tabs-block__nav-select\"><button class=\"tabs-block__nav-select-trigger\" type=\"button\" aria-haspopup=\"listbox\" aria-expanded=\"false\"><span class=\"tabs-block__nav-select-trigger-content\"><span class=\"tabs-block__nav-select-label\">Piano<\/span><\/span><svg class=\"tabs-block__nav-select-chevron\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M4 6l4 4 4-4\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><ul class=\"tabs-block__nav-select-list\" role=\"listbox\" aria-label=\"Select tab\"><li class=\"tabs-block__nav-select-option is-active\" id=\"tabs-block-8-option-0\" role=\"option\" aria-selected=\"true\" tabindex=\"0\" data-panel-id=\"tabs-block-8-panel-0\"><span class=\"tabs-block__nav-select-label\">Piano<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-8-option-1\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-8-panel-1\"><span class=\"tabs-block__nav-select-label\">Ricarica<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-8-option-2\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-8-panel-2\"><span class=\"tabs-block__nav-select-label\">Motivo<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-8-option-3\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-8-panel-3\"><span class=\"tabs-block__nav-select-label\">Legge<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-8-option-4\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-8-panel-4\"><span class=\"tabs-block__nav-select-label\">Ricordate<\/span><\/li><\/ul><\/div><\/div><div class=\"tabs-block__nav\" role=\"tablist\" aria-label=\"Navigazione tramite i tasti di navigazione\"><button class=\"tabs-block__tab is-active\" id=\"tabs-block-8-tab-0\" role=\"tab\" type=\"button\" aria-selected=\"true\" aria-controls=\"tabs-block-8-panel-0\" tabindex=\"0\"><span class=\"tabs-block__tab-label\">Piano<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-8-tab-1\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-8-panel-1\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Ricarica<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-8-tab-2\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-8-panel-2\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Motivo<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-8-tab-3\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-8-panel-3\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Legge<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-8-tab-4\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-8-panel-4\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Ricordate<\/span><\/button><\/div><div class=\"tabs-block__panels\"><div class=\"tabs-block__panel is-active\" id=\"tabs-block-8-panel-0\" role=\"tabpanel\" aria-labelledby=\"tabs-block-8-tab-0\">\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-10 wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Dividete l'obiettivo in passaggi e selezionate quali strumenti e dati chiamare.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-11\" id=\"h-capabilities-on-one-platform\" style=\"padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">Capacit\u00e0 su una sola piattaforma<\/h2>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-featured-content has-white-color has-black-background-color has-text-color has-background is-layout-constrained wp-container-core-group-is-layout-a98bda09 wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:var(--wp--preset--spacing--xs);padding-bottom:var(--wp--preset--spacing--xs)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-e9181e3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/learn\/clusters-and-availability\/rebalance.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"12 14 36 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><rect x=\"34.93\" y=\"22.12\" width=\"6.63\" height=\"2.24\"\/><rect x=\"31.93\" y=\"26.39\" width=\"9.63\" height=\"2.24\"\/><rect x=\"31.93\" y=\"30.66\" width=\"9.63\" height=\"2.24\"\/><rect x=\"18.41\" y=\"34.93\" width=\"23.15\" height=\"2.24\"\/><rect x=\"18.41\" y=\"39.2\" width=\"10.51\" height=\"2.24\"\/><rect x=\"31.05\" y=\"39.2\" width=\"4.9\" height=\"2.24\"\/><path d=\"M45.09,13.49H14.91c-1.45,0-2.64,1.18-2.64,2.64v29.12c0,.7.56,1.26,1.26,1.26h32.94c.7,0,1.26-.56,1.26-1.26v-29.12c0-1.45-1.18-2.64-2.64-2.64ZM14.79,16.13c0-.06.05-.12.12-.12h30.19c.06,0,.12.05.12.12v1.02H14.79v-1.02ZM45.21,43.99H14.79v-24.32h30.42v24.32Z\"\/><path d=\"M18.95,33h9.91c.3,0,.54-.24.54-.54v-9.62c0-.3-.24-.54-.54-.54h-9.91c-.3,0-.54.24-.54.54v9.62c0,.3.24.54.54.54ZM20.65,24.55h6.5v6.21h-6.5v-6.21Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-mcp-server\" class=\"wp-block-heading has-heading-xl-font-size\">Server MCP<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Gestione e standardizzazione dell\u2019accesso degli agenti ai dati operativi, come servizio gestito o in modalit\u00e0 self-hosted.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/learn\/services-and-indexes\/services\/services.html\" target=\"_self\" rel=\"follow\" 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23.4366 35.2161 22.9224 34.5794 22.9224Z\"\/>\n<path d=\"M34.5794 27.4163H27.2814C26.6447 27.4163 26.1304 27.9305 26.1304 28.5673C26.1304 29.204 26.6447 29.7183 27.2814 29.7183H34.5794C35.2161 29.7183 35.7304 29.204 35.7304 28.5673C35.7304 27.9305 35.2161 27.4163 34.5794 27.4163Z\"\/>\n<path d=\"M55.3714 25.7635V25.3717C55.3714 18.588 52.7265 12.2207 47.9388 7.42069C43.151 2.63293 36.7714 -0.0119629 30 -0.0119629C16.0041 0.000282006 4.62857 11.388 4.62857 25.384V25.7758C1.9102 26.9268 0 29.6207 0 32.7431C0 36.9186 3.39184 40.3105 7.56735 40.3105H9.23265C9.93061 41.339 11.1184 42.0125 12.4531 42.0125C14.5959 42.0125 16.3469 40.2737 16.3469 38.1186V27.3554C16.3469 25.2125 14.6082 23.4615 12.4531 23.4615C11.9143 23.4615 11.4 23.5717 10.9347 23.7676C11.6816 13.8982 19.9469 6.086 30 6.086C40.0531 6.086 48.3184 13.8982 49.0653 23.7676C48.6 23.5717 48.0857 23.4615 47.5469 23.4615C45.4041 23.4615 43.6531 25.2003 43.6531 27.3554V38.1186C43.6531 40.2615 45.3918 42.0125 47.5469 42.0125C48.1225 42.0125 48.649 41.8778 49.1388 41.6574V41.8901C49.1388 44.0329 47.4 45.7717 45.2571 45.7717H36.3306C35.8531 44.388 34.5429 43.3717 33 43.3717H29.6816C27.7347 43.3717 26.1429 44.9635 26.1429 46.9105C26.1429 48.8574 27.7347 50.4493 29.6816 50.4493H33C34.5429 50.4493 35.8531 49.4452 36.3306 48.0615H45.2571C48.6612 48.0615 51.4408 45.2942 51.4408 41.8778V40.2982H52.4327C56.6082 40.2982 60 36.9064 60 32.7309C60 29.5962 58.0898 26.9146 55.3714 25.7635ZM33 48.1595H29.6816C28.9959 48.1595 28.4327 47.5962 28.4327 46.9105C28.4327 46.2248 28.9959 45.6615 29.6816 45.6615H33C33.6857 45.6615 34.249 46.2248 34.249 46.9105C34.249 47.5962 33.6857 48.1595 33 48.1595ZM8.55918 29.7064V38.0207H7.56735C4.66531 38.0207 2.2898 35.6574 2.2898 32.7431C2.2898 29.8289 4.65306 27.4656 7.56735 27.4656H8.55918V29.7064ZM12.4531 25.7635C13.3347 25.7635 14.0449 26.4737 14.0449 27.3554V38.1186C14.0449 39.0003 13.3347 39.7105 12.4531 39.7105C11.5714 39.7105 10.8612 39.0003 10.8612 38.1186V27.3554C10.8612 26.4737 11.5714 25.7635 12.4531 25.7635ZM49.1388 30.8697V38.1309C49.1388 39.0125 48.4286 39.7227 47.5469 39.7227C46.6653 39.7227 45.9551 39.0125 45.9551 38.1309V27.3676C45.9551 26.486 46.6653 25.7758 47.5469 25.7758C48.4286 25.7758 49.1388 26.486 49.1388 27.3676V30.8697ZM30 3.7962C18.1959 3.7962 8.59592 13.384 8.55918 25.1758H7.56735C7.34694 25.1758 7.13878 25.188 6.93061 25.2125C7.01633 12.5635 17.3265 2.29008 30 2.29008C36.1714 2.29008 41.9633 4.69008 46.3225 9.04926C50.6449 13.3717 53.0327 19.1023 53.0694 25.2003C52.8612 25.188 52.6408 25.1635 52.4327 25.1635H51.4408C51.4041 13.3717 41.8041 3.78396 30 3.78396V3.7962ZM52.4327 38.0207H51.4408V27.4778H52.4327C55.3347 27.4778 57.7102 29.8411 57.7102 32.7554C57.7102 35.6697 55.3469 38.0329 52.4327 38.0329V38.0207Z\"\/>\n<\/g><\/svg><\/div>\n\n\n<h2 id=\"h-agent-catalog\" class=\"wp-block-heading has-heading-xl-font-size\">Catalogo degli agenti<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Suggerimenti, strumenti e tracce end-to-end archiviati come dati e accessibili tramite SQL.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-8-panel-1\" role=\"tabpanel\" aria-labelledby=\"tabs-block-8-tab-1\" hidden>\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-12 wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Raccogliete dati operativi in tempo reale e conoscenze per prendere le mosse per il prossimo passo.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-13\" id=\"h-capabilities-on-one-platform-0\" style=\"padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">Capacit\u00e0 su una sola piattaforma<\/h2>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-featured-content has-white-color has-black-background-color has-text-color has-background is-layout-constrained wp-container-core-group-is-layout-a98bda09 wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:var(--wp--preset--spacing--xs);padding-bottom:var(--wp--preset--spacing--xs)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-e9181e3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/learn\/services-and-indexes\/services\/continuous-backup.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"7 14 36 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><polygon points=\"44.29 17.78 44.27 17.81 44.27 20.36 48.17 22.65 44.27 24.93 44.27 27.48 44.29 27.52 52.6 22.65 44.29 17.78\"\/><polygon points=\"36.68 24.93 32.78 22.65 36.68 20.36 36.68 17.81 36.66 17.78 28.35 22.65 36.66 27.52 36.68 27.48 36.68 24.93\"\/><path d=\"M17.88,34.44c1.79,0,3.46-.5,4.87-1.37,1.27-.77,2.34-1.84,3.11-3.11.87-1.42,1.37-3.08,1.37-4.87,0-5.17-4.19-9.36-9.36-9.36s-9.36,4.19-9.36,9.36c0,5.17,4.19,9.36,9.36,9.36Z\" fill=\"none\" stroke=\"url(#New_Pattern_Swatch_1)\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"2.24\"\/><path d=\"M38.26,41.36l-11.21-11.21c.86-1.54,1.31-3.28,1.31-5.06,0-5.78-4.7-10.48-10.48-10.48s-10.48,4.7-10.48,10.48,4.7,10.48,10.48,10.48c1.82,0,3.59-.47,5.15-1.36l11.19,11.19,4.04-4.04ZM34.22,42.23l-9.35-9.35c.31-.27.6-.57.87-.87l9.35,9.35-.87.87ZM17.88,33.32c-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-.68,1.12-1.63,2.06-2.75,2.74-1.28.79-2.76,1.2-4.29,1.2Z\"\/><rect x=\"34.02\" y=\"21.53\" width=\"12.91\" height=\"2.24\" transform=\"translate(8.41 56.16) rotate(-75.5)\"\/><path d=\"M22.86,20.59l-9.65,5.65,7.98,4.68c.78-.44,1.46-1.04,2-1.75l-5-2.93,5.97-3.5c-.3-.8-.75-1.53-1.31-2.15Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-hybrid-search\" class=\"wp-block-heading has-heading-xl-font-size\">Ricerca ibrida<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Vettore, testo completo e SQL in una singola query per risultati contestuali pi\u00f9 accurati.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/learn\/security\/native-encryption-at-rest-overview.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"13 13 34 34\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M16.82 34.55c-.19 0-.36-.07-.48-.2-.07-.06-.12-.14-.15-.22-.03-.08-.06-.17-.06-.27 0-.09.02-.18.06-.26.03-.08.08-.16.15-.22.25-.26.72-.25.97 0 .12.12.2.3.2.48s-.07.36-.2.49c-.13.13-.3.2-.49.2ZM20.72 34.55c-.09 0-.18-.01-.26-.05-.08-.03-.16-.08-.22-.15-.13-.13-.21-.3-.21-.49s.08-.35.21-.48c.19-.19.5-.25.75-.15.08.03.16.08.22.15.06.06.12.14.15.22.03.08.05.17.05.26 0 .1-.01.19-.05.27-.03.08-.09.16-.15.22-.13.13-.3.2-.49.2ZM18.4 26.68c0-2.95 2.4-5.35 5.35-5.35h2l-2.05 2.05h2.46l2.9-2.9-2.9-2.9h-2.46l2.05 2.05h-2c-3.89 0-7.06 3.17-7.06 7.06v1.11h1.71v-1.11ZM38.91 15.21l-1.94-2.8h-6.44v14.46h17.06v-11.67h-8.68ZM45.68 24.97h-13.26v-10.66h3.55l1.44 2.07c.31.45.83.72 1.38.72h6.89v7.87Z\"\/><path d=\"M12.42 38.29h26.05v-8.86H12.42v8.86ZM14.22 31.23h22.45v5.26H14.22v-5.26ZM12.42 47.59h26.05v-8.86H12.42v8.86ZM14.22 40.53h22.45v5.26H14.22v-5.26Z\"\/><path d=\"M16.82 43.85c-.09 0-.18-.02-.26-.06s-.16-.08-.23-.15c-.13-.12-.2-.3-.2-.48s.08-.36.2-.49c.03-.03.07-.06.11-.08.03-.03.08-.05.12-.07.04-.01.08-.03.13-.03.09-.02.18-.02.27 0 .04 0 .08.02.12.03.04.02.08.04.12.07.03.02.07.05.1.08.12.12.2.3.2.49s-.07.36-.2.48c-.13.13-.3.21-.49.21ZM20.72 43.85c-.19 0-.36-.08-.48-.21-.13-.12-.21-.3-.21-.48s.08-.36.21-.49c.25-.25.72-.25.97 0 .13.13.2.3.2.49s-.07.36-.2.48c-.13.13-.3.21-.49.21Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-in-memory-cache\" class=\"wp-block-heading has-heading-xl-font-size\">In-Memory Cache<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Letture a millisecondi, senza livello di cache separato.<\/p>\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-8-panel-2\" role=\"tabpanel\" aria-labelledby=\"tabs-block-8-tab-2\" hidden>\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-14 wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Chiamare il modello per pianificare, decidere e generare molte volte durante l\u2019interrogazione.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-15\" id=\"h-capabilities-on-one-platform-1\" style=\"padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">Capacit\u00e0 su una sola piattaforma<\/h2>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-featured-content has-white-color has-black-background-color has-text-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-e9181e3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/vector-index\/vectors-and-indexes-overview.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"14 10 32 40\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M22.41,28.55l19.77-11.93-1.24,5.02,2.72.67,2.05-8.3c.09-.36.03-.74-.16-1.06-.19-.32-.5-.55-.86-.64l-8.3-2.05-.67,2.72,5.02,1.24-19.77,11.93,1.45,2.4Z\"\/><rect x=\"14.54\" y=\"28.88\" width=\"4.57\" height=\"2.8\" transform=\"translate(-13.23 13.05) rotate(-31.11)\"\/><path d=\"M44.45 25.18h-5.8c-.77 0-1.4.63-1.4 1.4v21.76c0 .77.63 1.4 1.4 1.4h5.8c.77 0 1.4-.63 1.4-1.4v-21.76c0-.77-.63-1.4-1.4-1.4ZM43.05 46.94h-3v-18.96h3v18.96ZM33.07 30.62h-5.8c-.77 0-1.4.63-1.4 1.4v16.32c0 .77.63 1.4 1.4 1.4h5.8c.77 0 1.4-.63 1.4-1.4v-16.32c0-.77-.63-1.4-1.4-1.4ZM31.67 46.94h-3v-13.52h3v13.52ZM21.68 36.06h-5.8c-.77 0-1.4.63-1.4 1.4v10.88c0 .77.63 1.4 1.4 1.4h5.8c.77 0 1.4-.63 1.4-1.4v-10.88c0-.77-.63-1.4-1.4-1.4ZM20.28 46.94h-3v-8.08h3v8.08Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-semantic-cache\" class=\"wp-block-heading has-heading-xl-font-size\">Cache semantica<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Risposte ripetute e prompt simili senza una nuova chiamata al LLM.<\/p>\n\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/vector-index\/hybrid-vector-queries.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"12 12 36 35\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M33.18,48h-6.42s-1.5-4.25-1.5-4.25c-.57-.2-1.12-.43-1.66-.69l-4.07,1.93-4.54-4.55,1.94-4.06c-.26-.54-.49-1.09-.69-1.66l-4.24-1.52v-6.43s4.25-1.5,4.25-1.5c.2-.57.43-1.12.69-1.66l-1.93-4.07,4.55-4.54,4.07,1.94c.54-.26,1.1-.49,1.66-.69l1.51-4.24h6.43s1.51,4.26,1.51,4.26c.56.19,1.12.43,1.66.69l4.07-1.93,4.54,4.55-1.94,4.07c.26.54.49,1.09.69,1.66l4.24,1.51v6.43s-4.25,1.5-4.25,1.5c-.2.57-.43,1.12-.69,1.66l1.93,4.07-4.55,4.54-4.07-1.94c-.54.26-1.09.49-1.66.69l-1.52,4.24ZM28.72,45.23h2.52s1.33-3.72,1.33-3.72l.68-.2c.84-.24,1.65-.58,2.42-1l.62-.34,3.57,1.7,1.78-1.78-1.69-3.57.35-.62c.43-.76.77-1.58,1.01-2.41l.2-.68,3.72-1.32v-2.52s-3.72-1.33-3.72-1.33l-.2-.68c-.24-.84-.58-1.66-1-2.42l-.34-.62,1.7-3.57-1.78-1.78-3.57,1.69-.62-.34c-.77-.43-1.58-.76-2.42-1.01l-.68-.2-1.32-3.72h-2.52s-1.33,3.72-1.33,3.72l-.68.2c-.83.24-1.65.57-2.42,1l-.62.34-3.57-1.7-1.78,1.78,1.69,3.57-.34.62c-.42.77-.76,1.58-1.01,2.42l-.2.68-3.72,1.32v2.52s3.71,1.33,3.71,1.33l.2.68c.24.85.58,1.66,1,2.42l.34.62-1.7,3.56,1.78,1.79,3.57-1.69.62.35c.76.42,1.58.76,2.41,1.01l.68.2,1.32,3.72ZM30.22,36.91h-.01c-1.97,0-3.82-.77-5.2-2.16-1.39-1.39-2.15-3.24-2.15-5.21,0-1.97.77-3.82,2.16-5.21,1.39-1.39,3.24-2.15,5.2-2.15h.01c1.97,0,3.81.77,5.2,2.16s2.15,3.24,2.15,5.21c0,1.97-.77,3.82-2.16,5.21-1.39,1.39-3.24,2.15-5.2,2.15ZM30.21,24.95c-1.23,0-2.38.48-3.24,1.34-.87.87-1.35,2.02-1.35,3.25,0,1.23.47,2.38,1.34,3.25.87.87,2.02,1.35,3.25,1.35h0c1.22,0,2.38-.48,3.24-1.34.87-.87,1.35-2.02,1.35-3.25,0-1.23-.47-2.38-1.34-3.25-.87-.87-2.02-1.35-3.25-1.35h0Z\" stroke-width=\"0\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-model-service\" class=\"wp-block-heading has-heading-xl-font-size\">Servizio modello<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">I modelli di serverless frontier vengono fatturati per token, oppure l\u2019inferenza GPU dedicata avviene all\u2019interno del proprio perimetro.<\/p>\n\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/n1ql\/n1ql-language-reference\/using-ai.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"0 0 60 50\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><g clip-path=\"url(#clip0_140_140)\">\n<path d=\"M41.694 25.9959C41.694 20.0572 36.8695 15.2327 30.9307 15.2327C24.992 15.2327 20.1675 20.0572 20.1675 25.9959V38.6327C20.1675 39 20.3389 39.3429 20.6328 39.5633C20.9144 39.7714 21.294 39.8449 21.6614 39.7347L31.1144 36.7592C36.9675 36.6612 41.694 31.8735 41.694 25.9959ZM30.5879 34.5184L22.4695 37.0653V25.9959C22.4695 21.3306 26.2654 17.5347 30.9307 17.5347C35.5961 17.5347 39.4042 21.3306 39.4042 25.9959C39.4042 30.6612 35.6083 34.4694 30.9307 34.4694C30.8083 34.4694 30.6981 34.4816 30.5879 34.5184Z\"\/>\n<path d=\"M34.5794 22.9224H27.2814C26.6447 22.9224 26.1304 23.4366 26.1304 24.0734C26.1304 24.7101 26.6447 25.2244 27.2814 25.2244H34.5794C35.2161 25.2244 35.7304 24.7101 35.7304 24.0734C35.7304 23.4366 35.2161 22.9224 34.5794 22.9224Z\"\/>\n<path d=\"M34.5794 27.4163H27.2814C26.6447 27.4163 26.1304 27.9305 26.1304 28.5673C26.1304 29.204 26.6447 29.7183 27.2814 29.7183H34.5794C35.2161 29.7183 35.7304 29.204 35.7304 28.5673C35.7304 27.9305 35.2161 27.4163 34.5794 27.4163Z\"\/>\n<path d=\"M55.3714 25.7635V25.3717C55.3714 18.588 52.7265 12.2207 47.9388 7.42069C43.151 2.63293 36.7714 -0.0119629 30 -0.0119629C16.0041 0.000282006 4.62857 11.388 4.62857 25.384V25.7758C1.9102 26.9268 0 29.6207 0 32.7431C0 36.9186 3.39184 40.3105 7.56735 40.3105H9.23265C9.93061 41.339 11.1184 42.0125 12.4531 42.0125C14.5959 42.0125 16.3469 40.2737 16.3469 38.1186V27.3554C16.3469 25.2125 14.6082 23.4615 12.4531 23.4615C11.9143 23.4615 11.4 23.5717 10.9347 23.7676C11.6816 13.8982 19.9469 6.086 30 6.086C40.0531 6.086 48.3184 13.8982 49.0653 23.7676C48.6 23.5717 48.0857 23.4615 47.5469 23.4615C45.4041 23.4615 43.6531 25.2003 43.6531 27.3554V38.1186C43.6531 40.2615 45.3918 42.0125 47.5469 42.0125C48.1225 42.0125 48.649 41.8778 49.1388 41.6574V41.8901C49.1388 44.0329 47.4 45.7717 45.2571 45.7717H36.3306C35.8531 44.388 34.5429 43.3717 33 43.3717H29.6816C27.7347 43.3717 26.1429 44.9635 26.1429 46.9105C26.1429 48.8574 27.7347 50.4493 29.6816 50.4493H33C34.5429 50.4493 35.8531 49.4452 36.3306 48.0615H45.2571C48.6612 48.0615 51.4408 45.2942 51.4408 41.8778V40.2982H52.4327C56.6082 40.2982 60 36.9064 60 32.7309C60 29.5962 58.0898 26.9146 55.3714 25.7635ZM33 48.1595H29.6816C28.9959 48.1595 28.4327 47.5962 28.4327 46.9105C28.4327 46.2248 28.9959 45.6615 29.6816 45.6615H33C33.6857 45.6615 34.249 46.2248 34.249 46.9105C34.249 47.5962 33.6857 48.1595 33 48.1595ZM8.55918 29.7064V38.0207H7.56735C4.66531 38.0207 2.2898 35.6574 2.2898 32.7431C2.2898 29.8289 4.65306 27.4656 7.56735 27.4656H8.55918V29.7064ZM12.4531 25.7635C13.3347 25.7635 14.0449 26.4737 14.0449 27.3554V38.1186C14.0449 39.0003 13.3347 39.7105 12.4531 39.7105C11.5714 39.7105 10.8612 39.0003 10.8612 38.1186V27.3554C10.8612 26.4737 11.5714 25.7635 12.4531 25.7635ZM49.1388 30.8697V38.1309C49.1388 39.0125 48.4286 39.7227 47.5469 39.7227C46.6653 39.7227 45.9551 39.0125 45.9551 38.1309V27.3676C45.9551 26.486 46.6653 25.7758 47.5469 25.7758C48.4286 25.7758 49.1388 26.486 49.1388 27.3676V30.8697ZM30 3.7962C18.1959 3.7962 8.59592 13.384 8.55918 25.1758H7.56735C7.34694 25.1758 7.13878 25.188 6.93061 25.2125C7.01633 12.5635 17.3265 2.29008 30 2.29008C36.1714 2.29008 41.9633 4.69008 46.3225 9.04926C50.6449 13.3717 53.0327 19.1023 53.0694 25.2003C52.8612 25.188 52.6408 25.1635 52.4327 25.1635H51.4408C51.4041 13.3717 41.8041 3.78396 30 3.78396V3.7962ZM52.4327 38.0207H51.4408V27.4778H52.4327C55.3347 27.4778 57.7102 29.8411 57.7102 32.7554C57.7102 35.6697 55.3469 38.0329 52.4327 38.0329V38.0207Z\"\/>\n<\/g><\/svg><\/div>\n\n\n<h2 id=\"h-agent-catalog-0\" class=\"wp-block-heading has-heading-xl-font-size\">Catalogo degli agenti<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Suggerimenti, strumenti e tracce end-to-end archiviati come dati e accessibili tramite SQL.<\/p>\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-8-panel-3\" role=\"tabpanel\" aria-labelledby=\"tabs-block-8-tab-3\" hidden>\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-16 wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Eseguire strumenti, registrare i risultati e attivare flussi di lavoro a valle.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-17\" id=\"h-capabilities-on-one-platform-2\" style=\"padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">Capacit\u00e0 su una sola piattaforma<\/h2>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-featured-content has-white-color has-black-background-color has-text-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-e9181e3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/operator\/current\/overview.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"12 14 36 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><rect x=\"34.93\" y=\"22.12\" width=\"6.63\" height=\"2.24\"\/><rect x=\"31.93\" y=\"26.39\" width=\"9.63\" height=\"2.24\"\/><rect x=\"31.93\" y=\"30.66\" width=\"9.63\" height=\"2.24\"\/><rect x=\"18.41\" y=\"34.93\" width=\"23.15\" height=\"2.24\"\/><rect x=\"18.41\" y=\"39.2\" width=\"10.51\" height=\"2.24\"\/><rect x=\"31.05\" y=\"39.2\" width=\"4.9\" height=\"2.24\"\/><path d=\"M45.09,13.49H14.91c-1.45,0-2.64,1.18-2.64,2.64v29.12c0,.7.56,1.26,1.26,1.26h32.94c.7,0,1.26-.56,1.26-1.26v-29.12c0-1.45-1.18-2.64-2.64-2.64ZM14.79,16.13c0-.06.05-.12.12-.12h30.19c.06,0,.12.05.12.12v1.02H14.79v-1.02ZM45.21,43.99H14.79v-24.32h30.42v24.32Z\"\/><path d=\"M18.95,33h9.91c.3,0,.54-.24.54-.54v-9.62c0-.3-.24-.54-.54-.54h-9.91c-.3,0-.54.24-.54.54v9.62c0,.3.24.54.54.54ZM20.65,24.55h6.5v6.21h-6.5v-6.21Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-mcp-server-0\" class=\"wp-block-heading has-heading-xl-font-size\">Server MCP<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Gestione e standardizzazione dell\u2019accesso degli agenti ai dati operativi, come servizio gestito o in modalit\u00e0 self-hosted.<\/p>\n\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"#\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"12 9 36 42\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M42.86,36c-2.52-.26-6.47,1.07-9.04,2.09-1-2.59-6.77-2.99-10.25-2.99h-.01c-2.51.09-4.6,1.3-5.96,2.35-.32-.27-.78-.35-1.19-.16l-3.56,1.65.94,2.03,2.55-1.18,3.67,7.9-3.18,1.48.94,2.03,4.2-1.95c.5-.23.75-.8.6-1.31,1.69-.15,4.81-.29,7.62-.37,1.16,0,2.31-.31,3.31-.91.07-.04.14-.09.2-.14,4.41-3.94,8.2-4.62,9.45-4.85.23-.04.39-.07.53-.11,1.51-.47,2.27-1.82,1.93-3.44-.21-1.38-1.6-2-2.73-2.12ZM42.95,39.13c-.06.01-.15.03-.27.05-1.41.25-5.68,1.03-10.58,5.36-.59.33-1.25.5-1.96.5-5.15.14-7.53.33-8.68.49l-2.69-5.8c.95-.8,2.76-2.04,4.82-2.12,3.59,0,7.28.64,7.86,1.34-.06.13-.35.38-.67.41-.85.07-3.4.02-4.31,0l-.07,2.52c.09,0,1.51.04,2.81.04.7,0,1.36-.01,1.76-.04.5-.04,1-.2,1.44-.46,2.88-1.36,7.92-3.15,10.19-2.91.21.02.42.09.52.14.08.4-.02.43-.18.48Z\"\/><rect x=\"12.23\" y=\"32.13\" width=\"35.54\" height=\"2.24\"\/><path d=\"M23.66,22.61l-1.06,6.21c-.08.47.11.95.5,1.23.39.28.9.32,1.33.1l5.58-2.93,5.58,2.93c.18.1.39.14.59.14.26,0,.52-.08.74-.24.39-.28.58-.76.5-1.23l-1.06-6.21,4.51-4.4c.34-.33.47-.84.32-1.29s-.54-.79-1.02-.86l-6.24-.91-2.79-5.65c-.21-.43-.65-.7-1.13-.7s-.92.27-1.13.7l-2.79,5.65-6.24.91c-.47.07-.87.4-1.02.86s-.02.96.32,1.29l4.51,4.4ZM27.1,17.55c.41-.06.77-.32.95-.69l1.95-3.96,1.95,3.96c.18.37.54.63.95.69l4.36.63-3.16,3.08c-.3.29-.43.71-.36,1.12l.75,4.35-3.9-2.05c-.18-.1-.39-.14-.59-.14s-.4.05-.59.14l-3.9,2.05.75-4.35c.07-.41-.07-.83-.36-1.12l-3.16-3.08,4.36-.63Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-eventing-amp-functions\" class=\"wp-block-heading has-heading-xl-font-size\">Eventi e funzioni<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Javascript server-side che reagisce alle modifiche dei dati in tempo reale, senza bisogno di codice app.<\/p>\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-8-panel-4\" role=\"tabpanel\" aria-labelledby=\"tabs-block-8-tab-4\" hidden>\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-18 wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Il contesto persistente \u00e8 presente durante le sessioni, i riavvii, gli utenti e i framework.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-19\" id=\"h-capabilities-on-one-platform-3\" style=\"padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">Capacit\u00e0 su una sola piattaforma<\/h2>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-featured-content has-white-color has-black-background-color has-text-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:var(--wp--preset--spacing--sm);padding-bottom:var(--wp--preset--spacing--sm)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-e9181e3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/learn\/clusters-and-availability\/xdcr-overview.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"12 12 36 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M15.66,17.46c0-.99.8-1.79,1.79-1.79h25.09c.99,0,1.79.8,1.79,1.79v25.09c0,.99-.8,1.79-1.79,1.79h-25.09c-.99,0-1.79-.8-1.79-1.79v-25.09ZM19.25,19.25v21.5h21.5v-21.5h-21.5Z\"\/><path d=\"M24.62,24.62h10.75v10.75h-10.75v-10.75Z\" stroke-width=\"0\"\/><path d=\"M26.42 12.08v5.38h-3.58v-5.38h3.58ZM33.58 17.46v-5.38h3.58v5.38h-3.58ZM26.42 42.54v5.38h-3.58v-5.38h3.58ZM33.58 47.92v-5.38h3.58v5.38h-3.58ZM47.92 26.42h-5.38v-3.58h5.38v3.58ZM42.54 33.58h5.38v3.58h-5.38v-3.58ZM17.46 26.42h-5.38v-3.58h5.38v3.58ZM12.08 33.58h5.38v3.58h-5.38v-3.58Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-agent-memory\" class=\"wp-block-heading has-heading-xl-font-size\">L'agente Memory<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Memoria persistente tra sessioni, riavvii e framework, completamente gestita su Capella o gestita autonomamente nel proprio data center.<\/p>\n\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/server\/current\/learn\/clusters-and-availability\/xdcr-forward-local-only.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"12 20 36 20\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M40.64,39.64h-22.39c-3.44,0-6.25-2.8-6.25-6.25s2.8-6.25,6.25-6.25c.77,0,1.52.14,2.23.41,1.09-4.18,4.89-7.2,9.32-7.2,3.53,0,6.75,1.92,8.43,4.97.77-.27,1.58-.41,2.41-.41,4.06,0,7.36,3.3,7.36,7.36s-3.3,7.36-7.36,7.36ZM18.25,29.05c-2.4,0-4.35,1.95-4.35,4.35s1.95,4.35,4.35,4.35h22.39c3.01,0,5.46-2.45,5.46-5.46s-2.45-5.46-5.46-5.46c-.85,0-1.67.2-2.44.58-.23.12-.51.13-.75.04-.25-.09-.44-.28-.55-.52-1.23-2.84-4.02-4.67-7.1-4.67-3.92,0-7.23,2.94-7.68,6.83-.04.33-.24.61-.54.75-.3.14-.65.11-.93-.07-.71-.47-1.54-.73-2.4-.73Z\"\/><path d=\"M33.89,31.62l-.11.04v.67c-.2.26-1.59.7-3.79.7s-3.59-.44-3.79-.7v-.65l-.05-.02c-.25-.1-.48-.23-.7-.38l-.11-.07v1.16c0,1.48,4.17,1.52,4.64,1.52s4.64-.04,4.64-1.52v-1.16l-.09.06c-.21.14-.43.26-.66.35Z\"\/><path d=\"m33.89 29.39-.11.04v.67c-.2.26-1.59.7-3.79.7s-3.59-.44-3.79-.7v-.65l-.05-.02c-.25-.1-.48-.23-.7-.38l-.11-.07v1.16c0 1.48 4.17 1.52 4.64 1.52s4.64-.04 4.64-1.52v-1.16l-.09.06c-.21.14-.43.26-.66.35ZM33.89 33.86l-.11.04v.67c-.2.26-1.59.7-3.79.7s-3.59-.44-3.79-.7v-.65l-.05-.02c-.25-.1-.48-.23-.7-.38l-.11-.07v1.16c0 1.48 4.17 1.52 4.64 1.52s4.64-.04 4.64-1.52v-1.16l-.09.06c-.21.14-.43.26-.66.35Z\"\/><path d=\"M30,29.45c.48,0,4.64-.04,4.64-1.52s-4.17-1.52-4.64-1.52-4.64.04-4.64,1.52,4.17,1.52,4.64,1.52ZM30,27.27c2.11,0,3.47.4,3.76.67-.29.26-1.65.67-3.76.67s-3.47-.4-3.76-.67c.29-.26,1.65-.67,3.76-.67Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-ingest-amp-embed\" class=\"wp-block-heading has-heading-xl-font-size\">Ingest &amp; Embed<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Raccoglie ogni cambiamento dei dati e lo invia in tempo reale ai sistemi in fase successiva.<\/p>\n\n\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-group wp-block-featured-content__card has-black-color has-white-background-color has-text-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-fd44e563 wp-block-group-is-layout-flex is-linked\"><a class=\"wp-block-group__link\" href=\"https:\/\/docs.couchbase.com\/sync-gateway\/current\/introduction.html\" target=\"_self\" rel=\"follow\" aria-hidden=\"true\" tabindex=\"-1\">&nbsp;<\/a><div class=\"is-size-large wp-block-couchbase-com-2026-icon\"><svg viewbox=\"12 13 36 34\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M44.94,14.1h-13.58v-1.42h-2.7v1.42h-13.58c-1.69,0-3.06,1.37-3.06,3.06v20.16c0,1.69,1.37,3.06,3.06,3.06h13.58v4.23h-11.14v2.7h24.74v-2.7h-10.9v-4.23h13.58c1.69,0,3.06-1.37,3.06-3.07v-20.16c0-1.69-1.37-3.06-3.06-3.06ZM45.3,37.32c0,.2-.16.36-.36.36H15.06c-.2,0-.36-.16-.36-.36v-20.16c0-.2.16-.36.36-.36h29.87c.2,0,.36.16.36.36v20.16Z\"\/><rect x=\"19.19\" y=\"33.97\" width=\"21.62\" height=\"1.8\"\/><path d=\"M22.1,31.31c1.41,0,2.55-1.14,2.55-2.55,0-.31-.06-.61-.17-.88l.03.03,4.07-3.76c.41.27.89.43,1.42.43s.98-.15,1.37-.41l4.2,3.54c-.14.32-.23.67-.23,1.04,0,1.41,1.15,2.55,2.55,2.55s2.55-1.14,2.55-2.55-1.15-2.55-2.55-2.55c-.37,0-.73.09-1.05.23l-4.41-3.72c.06-.22.11-.45.11-.69,0-1.41-1.15-2.55-2.55-2.55s-2.55,1.14-2.55,2.55c0,.22.04.43.09.63l-4.2,3.88c-.37-.21-.79-.33-1.24-.33-1.41,0-2.55,1.14-2.55,2.55s1.15,2.55,2.55,2.55ZM37.9,27.71c.58,0,1.05.47,1.05,1.05s-.47,1.05-1.05,1.05-1.05-.47-1.05-1.05.47-1.05,1.05-1.05ZM30,20.98c.58,0,1.05.47,1.05,1.05s-.47,1.05-1.05,1.05-1.05-.47-1.05-1.05.47-1.05,1.05-1.05ZM22.1,27.71c.58,0,1.05.47,1.05,1.05s-.47,1.05-1.05,1.05-1.05-.47-1.05-1.05.47-1.05,1.05-1.05Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-operational-insights\" class=\"wp-block-heading has-heading-xl-font-size\">Informazioni operative<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">L'analisi in tempo reale \u00e8 gi\u00e0 disponibile, ora con la ricerca a vettore.<\/p>\n\n\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n<\/div><\/div><\/div><\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\"><div style=\"padding-top:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);--tabs-accent-color: #EC1218;--tabs-edge-left: var(--wp--preset--spacing--lg);--tabs-edge-right: var(--wp--preset--spacing--lg)\" class=\"is-style-detached wp-block-couchbase-com-2026-tabs\" data-tabs-id=\"tabs-block-9\"><div class=\"tabs-block__nav-select-wrapper\"><div class=\"tabs-block__nav-select\"><button class=\"tabs-block__nav-select-trigger\" type=\"button\" aria-haspopup=\"listbox\" aria-expanded=\"false\"><span class=\"tabs-block__nav-select-trigger-content\"><span class=\"tabs-block__nav-select-label\">L'agente Memory<\/span><\/span><svg class=\"tabs-block__nav-select-chevron\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M4 6l4 4 4-4\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><ul class=\"tabs-block__nav-select-list\" role=\"listbox\" aria-label=\"Select tab\"><li class=\"tabs-block__nav-select-option is-active\" id=\"tabs-block-9-option-0\" role=\"option\" aria-selected=\"true\" tabindex=\"0\" data-panel-id=\"tabs-block-9-panel-0\"><span class=\"tabs-block__nav-select-label\">L'agente Memory<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-9-option-1\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-9-panel-1\"><span class=\"tabs-block__nav-select-label\">Server MCP<\/span><\/li><li class=\"tabs-block__nav-select-option\" id=\"tabs-block-9-option-2\" role=\"option\" aria-selected=\"false\" tabindex=\"-1\" data-panel-id=\"tabs-block-9-panel-2\"><span class=\"tabs-block__nav-select-label\">Integrazione con Bedrock<\/span><\/li><\/ul><\/div><\/div><div class=\"tabs-block__nav\" role=\"tablist\" aria-label=\"Navigazione tramite i tasti di navigazione\"><button class=\"tabs-block__tab is-active\" id=\"tabs-block-9-tab-0\" role=\"tab\" type=\"button\" aria-selected=\"true\" aria-controls=\"tabs-block-9-panel-0\" tabindex=\"0\"><span class=\"tabs-block__tab-label\">L'agente Memory<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-9-tab-1\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-9-panel-1\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Server MCP<\/span><\/button><button class=\"tabs-block__tab\" id=\"tabs-block-9-tab-2\" role=\"tab\" type=\"button\" aria-selected=\"false\" aria-controls=\"tabs-block-9-panel-2\" tabindex=\"-1\"><span class=\"tabs-block__tab-label\">Integrazione con Bedrock<\/span><\/button><\/div><div class=\"tabs-block__panels\"><div class=\"tabs-block__panel is-active\" id=\"tabs-block-9-panel-0\" role=\"tabpanel\" aria-labelledby=\"tabs-block-9-tab-0\">\n\n<p class=\"is-style-eyebrow has-black-color has-text-color has-link-color wp-elements-30 wp-block-paragraph\">ARCHITETTURA<\/p>\n\n\n\n<h2 id=\"h-how-agent-memory-is-processed\" class=\"wp-block-heading has-heading-xl-font-size\">Come viene elaborato l'agente Memory<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"780\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/aidp_agent-memory.svg\" alt=\"\" class=\"wp-image-14006\"\/><\/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\">\n<h3 id=\"h-short-amp-long-term-memory\" class=\"wp-block-heading\">Memoria breve e memoria a lungo termine<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Gestire le sessioni attive (a breve termine) pur mantenendo i dati, i profili e i resoconti delle sessioni (a lungo termine), attraverso un'unica API.<\/p>\n\n\n\n<h3 id=\"h-security-amp-governance\" class=\"wp-block-heading\">Sicurezza e governance<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">L'isolamento della memoria per utente \u00e8 associato all'autenticazione OIDC\/OAuth2. L'accesso alla memoria \u00e8 tracciabile tramite Agent Tracer per audit e debug.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 id=\"h-memory-freshness-amp-time-travel\" class=\"wp-block-heading\">Freschezza della memoria e viaggiare nel tempo<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">La decadenza basata su TTL cancella automaticamente i dati obsoleti. I blocchi di memoria immutabili offrono la possibilit\u00e0 di recuperare i dati in un dato momento e la risoluzione dei conflitti basata su timestamp.<\/p>\n\n\n\n<h3 id=\"h-self-managed-or-fully-managed\" class=\"wp-block-heading\">Autogestito o gestito integralmente<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Eseguitelo da soli su Docker, in qualsiasi cloud o in ambiente isolato, con integrazioni validate per LangGraph, CrewAI, LlamaIndex e Strands. Oppure eseguitelo gestito su Capella.&nbsp;<\/p>\n<\/div>\n<\/div>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-9-panel-1\" role=\"tabpanel\" aria-labelledby=\"tabs-block-9-tab-1\" hidden>\n\n<p class=\"is-style-eyebrow has-black-color has-text-color has-link-color wp-elements-31 wp-block-paragraph\">ARCHITETTURA<\/p>\n\n\n\n<h2 id=\"h-how-agents-reach-your-data\" class=\"wp-block-heading\">Come gli agenti raggiungono i tuoi dati<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"681\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/capella_ai-agents_1.svg\" alt=\"\" class=\"wp-image-14008\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Gli agenti chiamano il Server Couchbase MCP tramite il protocollo Model Context aperto e ottengono l'accesso diretto ai dati operativi, ai vettori, ai documenti e alla cache. Il controllo degli accessi rimane nella stessa piattaforma dei dati, senza dover passare attraverso connettori personalizzati, e ogni chiamata viene registrata.<\/p>\n\n<\/div><div class=\"tabs-block__panel\" id=\"tabs-block-9-panel-2\" role=\"tabpanel\" aria-labelledby=\"tabs-block-9-tab-2\" hidden>\n\n<p class=\"is-style-eyebrow has-black-color has-text-color has-link-color wp-elements-32 wp-block-paragraph\">ARCHITETTURA<\/p>\n\n\n\n<h2 id=\"h-how-couchbase-works-with-bedrock\" class=\"wp-block-heading\">Come funziona Couchbase con Bedrock<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"680\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/aidp-bedrock.svg\" alt=\"\" class=\"wp-image-14009\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Gli agenti di Amazon Bedrock raggiungono Capella tramite un server MCP gestito e mantengono il contesto nella memoria degli agenti gestiti. Il servizio Capella Model Service chiama i modelli di Bedrock, tra cui Claude, Llama 4 e Nova, accanto ai dati in tempo reale, con incorporazioni generate tramite la rete privata all'interno del perimetro di AWS.<\/p>\n\n<\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-constrained wp-container-core-group-is-layout-eb09850c wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs);padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-center\" style=\"padding-right:var(--wp--preset--spacing--md);padding-left:var(--wp--preset--spacing--md)\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"820\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-1024x820.jpg\" alt=\"\" class=\"wp-image-11498 size-full\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-1024x820.jpg 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-300x240.jpg 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-768x615.jpg 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-1536x1229.jpg 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1-15x12.jpg 15w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/pro-front-r2-2048x1639-1.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"is-style-eyebrow has-black-color has-text-color has-link-color wp-elements-36 wp-block-paragraph\" style=\"font-size:14px\">INTEGRAZIONI<\/p>\n\n\n\n<h2 id=\"h-ready-to-plug-into-your-ai-ecosystem\" class=\"wp-block-heading has-heading-2-xl-font-size\">Pronto per essere integrato nel tuo ecosistema di intelligenza artificiale<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">L'agente Memory \u00e8 validato con LangGraph, CrewAI, LlamaIndex e Strands e pu\u00f2 essere accessibile tramite REST per qualsiasi altra funzionalit\u00e0. Le chiamate al servizio Model Service utilizzano i modelli di frontiera tramite Amazon Bedrock. I partner in ambito dati, osservabilit\u00e0 e infrastruttura si connettono alla stessa piattaforma governata, quindi cambiare una singola componente del proprio stack non significa pi\u00f9 ricostruire il resto.<\/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--lg)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/www.couchbase.com\/it\/developers\/integrations\/\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Vedi Integrazioni<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--10\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/www.couchbase.com\/it\/partners\/partner-with-couchbase\/\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Diventare partner<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-black-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\">\n<section class=\"wp-block-group alignfull wp-block-card-group wp-block-card-group--two-column has-black-background-color has-background is-layout-constrained wp-container-core-group-is-layout-46ec9448 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--md);padding-bottom:var(--wp--preset--spacing--md)\">\n<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color has-heading-2-xl-font-size wp-elements-37\" id=\"h-two-ways-to-run-the-ai-data-plane\">Due modi per implementare l'AI Data Plane\u2122<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7e56aaf8 wp-block-columns-is-layout-flex\" style=\"padding-right:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column wp-block-card-group__two-col-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group wp-custom-card is-full-height has-peach-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-69c03a74 wp-block-group-is-layout-flex\" style=\"box-shadow:var(--wp--preset--shadow--default)\">\n<h3 id=\"h-fully-managed\" class=\"wp-block-heading\" style=\"font-size:14px\">TOTALMENTE GESTITO<\/h3>\n\n\n\n<h2 id=\"h-couchbase-capella\" class=\"wp-block-heading has-heading-xl-font-size\">Couchbase Capella<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Agent Memory, MCP Server, Agent Catalog e Model Service sono disponibili come servizi gestiti. Non \u00e8 necessario configurare, patchare o scalare nulla. L\u2019inferenza senza server viene fatturata per token, le incorporazioni vengono generate tramite la rete privata e i dati operativi che i tuoi agenti consultano sono gi\u00e0 presenti qui.<\/p>\n\n\n\n<div class=\"wp-block-buttons card__buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/www.couchbase.com\/it\/products\/capella\/\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Ulteriori informazioni<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column wp-block-card-group__two-col-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group wp-custom-card is-full-height has-peach-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-69c03a74 wp-block-group-is-layout-flex\" style=\"box-shadow:var(--wp--preset--shadow--default)\">\n<h3 id=\"h-self-managed\" class=\"wp-block-heading\" style=\"font-size:14px\">Autogestione<\/h3>\n\n\n\n<h2 id=\"h-couchbase-server-enterprise-edition\" class=\"wp-block-heading has-heading-xl-font-size\">Couchbase Server Enterprise Edition<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Lo stesso Data Plane IA nel proprio data center, nel cloud privato o in un sito completamente isolato dal resto della rete. L'Agent Memory, il Catalog Agent e il MCP Server vengono gestiti come container con lo stesso modello di dati, le stesse API e lo stesso modello di sicurezza, quindi gli agenti possono passare da una distribuzione all'altra senza dover riscrivere il codice.<\/p>\n\n\n\n<div class=\"wp-block-buttons card__buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/www.couchbase.com\/it\/products\/server\/\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Ulteriori informazioni<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<section class=\"wp-block-group wp-block-faq-accordion has-black-background-color has-background is-layout-constrained wp-container-core-group-is-layout-27f5d516 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<h2 class=\"wp-block-heading has-text-align-center has-white-color has-text-color has-link-color has-heading-2-xl-font-size wp-elements-38\" id=\"h-ai-data-plane-formerly-ai-services-faq\">FAQ su AI Data Plane (precedentemente AI Services)<\/h2>\n\n\n\n<p class=\"has-text-align-center has-white-color has-text-color has-link-color has-body-large-font-size wp-elements-39 wp-block-paragraph\">Risposte rapide sulle funzionalit\u00e0 di memoria degli agenti, l'accesso ai dati gestito, le opzioni di distribuzione, la cache e i costi.<\/p>\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-timed 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-11&quot;, &quot;openByDefault&quot;: true }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-open has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"true\" aria-controls=\"accordion-item-11-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-11\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Cos'\u00e8 Couchbase AI Data Plane\u2122?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-11\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-11-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Couchbase AI Data Plane\u2122 offre agli agenti di intelligenza artificiale in produzione una piattaforma di dati gestita per la memoria, il contesto, gli strumenti, i prompt, i tracciati, la cache e i dati operativi in tempo reale che gestiscono l\u2019attivit\u00e0 aziendale.<\/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-12&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-12-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-12\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Cosa fa il Couchbase Agent Catalog?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-12\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-12-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Agent Catalog gestisce i metadati di prompt, i metadati degli strumenti e i dettagli dell'intero processo, consentendo alle squadre di ispezionare, riutilizzare e gestire il comportamento degli agenti all'interno di tutte le applicazioni.<\/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-13&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-13-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-13\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">In che modo il Data Plane dell\u2019IA aiuta gli agenti a ricordare?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-13\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-13-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Agent Memory conserva lo stato della sessione a breve termine e il profilo e la memoria semantica a lungo termine tra le sessioni, i riavvii, gli utenti e i framework, memorizzati accanto ai dati operativi su cui l'agente sta lavorando.<\/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-14&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-14-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-14\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Come il Data Plane dell'IA riduce i costi dell'IA?<\/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--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" 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\">La memoria persistente elimina la necessit\u00e0 di reimmettere l'intero contenuto della conversazione ad ogni passaggio, la memorizzazione precisa e semantica evita l'esecuzione ripetuta di chiamate al modello, il registro degli strumenti e dei prompt riduce le costose chiamate non corrette agli strumenti e i costi dell'inferenza senza server si basano sul numero di token invece che sulla capacit\u00e0 della GPU riservata.<\/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 has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-15-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-15\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">In che modo Couchbase regola il comportamento degli agenti?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-15\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-15-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Couchbase conserva i prompt, gli strumenti, i dati di traccia, la memoria e i dati operativi in un unico livello di dati gestito, cos\u00ec che i team possano verificare quali agenti hanno utilizzato e perch\u00e9 hanno risposto.<\/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 has-peach-background-color has-background is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading has-icon has-icon-right\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-16-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-16\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">I Servizi AI vengono ora chiamati AI Data Plane?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-16\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" 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\">S\u00ec, a partire da giugno 2026 AI Services ha ufficialmente cambiato nome in AI Data Plane. Il prodotto \u00e8 stato aggiornato per includere nuove funzionalit\u00e0.<\/p>\n<\/div>\n<\/div>\n<\/div>\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 has-text-align-center wp-element-button\" href=\"https:\/\/www.couchbase.com\/it\/benchmarks\/\">Vedi i benchmark<\/a><\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-5052fb68 wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-group alignfull wp-custom-related-resources has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-7de13be1 wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:0;padding-left:var(--wp--preset--spacing--lg)\">\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-keep-exploring\">Continuate a esplorare<\/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-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 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-large card-image__image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"333\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-1-1024x333.png\" alt=\"\" class=\"wp-image-12752\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-1-1024x333.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-1-300x98.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-1-768x250.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-1-1536x499.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-1-2048x666.png 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-1-18x6.png 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-bc077ddb 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<h2 id=\"h-dive-deeper-into-ai-data-plane\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-40\">Esplora pi\u00f9 a fondo il Data Plane dell'IA<\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color has-body-font-size wp-elements-41 wp-block-paragraph\">Componenti, architettura e cosa viene eseguito dove, in un unico foglio di dati.<\/p>\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--xs)\">\n<div class=\"wp-block-button is-style-outline is-style-outline--17\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/info.couchbase.com\/rs\/302-GJY-034\/images\/COU_20251202_1405-AIServicesDatasheet.pdf\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Ottieni la scheda dati<\/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-black-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6bf216e4 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 card-image__image\"><img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"236\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-section.png\" alt=\"\" class=\"wp-image-12749\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-section.png 390w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-section-300x182.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Resources-section-18x12.png 18w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content has-black-background-color has-background 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<h3 id=\"h-billion-scale-vector-benchmark-results\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-42\">Risultati di benchmark per vettori su scala miliardaria<\/h3>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color has-body-font-size wp-elements-43 wp-block-paragraph\">Siamo lieti di essere riconosciuti per la nostra leadership nel settore della ricerca vettoriale.<\/p>\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:0\">\n<div class=\"wp-block-button is-style-outline is-style-outline--18\"><a class=\"wp-block-button__link has-custom-font-size 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\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">Ottieni il rapporto<\/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-black-background-color has-background is-vertical is-layout-flex 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card-image__content has-white-color has-black-background-color has-text-color has-background has-link-color wp-elements-44 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<h3 id=\"h-start-building-today\" class=\"wp-block-heading has-heading-xl-font-size\">Iniziate a costruire oggi<\/h3>\n\n\n\n<p class=\"has-body-font-size wp-block-paragraph\">Parli con Couchbase di un POC per passare dai test pilota alla produzione dei tuoi agenti.<\/p>\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:0\">\n<div class=\"wp-block-button is-style-outline is-style-outline--19\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" 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Lascia che ti aiutiamo<\/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--22\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/it\/contact\/\" title=\"Contattateci\">Contattateci<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>THE DATA LAYER FOR YOUR AGENTIC WORKFORCE Couchbase AI Data Plane\u2122 Give your agentic workforce memory, governed access to live business data, and an auditable record of what it did, all on the operational data that already runs your business. Agents stall before production Most agent programs don\u2019t fail on the model. They fail on [&hellip;]<\/p>\n","protected":false},"author":15093,"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-3283","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.6 (Yoast SEO v28.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI Data Plane for Production Agents | Couchbase<\/title>\n<meta name=\"description\" content=\"Give production AI agents governed memory, real-time context, data access, tool visibility, and LLM caching with Couchbase AI Data Plane.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/it\/products\/ai-data-plane\/\" \/>\n<meta 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