{"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\/ko\/products\/ai-data-plane\/","title":{"rendered":"AI \ub370\uc774\ud130 \ud3c9\uba74"},"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\">THE DATA LAYER FOR YOUR AGENTIC WORKFORCE<\/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\">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.<\/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\">Watch 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=\" \uc544\ud0a4\ud14d\ucc98 \ubc31\uc11c\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.556), 20px);\">\ubb38\uc11c \uc77d\uae30<\/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)\">Agents stall before production<\/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);\">Most agent programs don\u2019t fail on the model. They fail on the data layer underneath, and it shows up in four places.<\/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\">Agents forget<\/h2>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Context lives apart from the operational record, so agents start cold, ask the customer again, or fill the gap themselves.<\/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\">Agents can\u2019t reach the business<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Every agent needs its own integration to touch live data, so the tenth one takes just as long to build as the first.<\/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\">Agents can\u2019t account for themselves<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Prompts, tools, traces, and the records an agent read sit in separate systems, so nobody can say what actually happened.<\/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\">Token cost explosion<\/h3>\n\n\n\n<p class=\"has-text-align-left has-white-color has-text-color wp-block-paragraph\">Without persistent memory, applications resend the whole conversation every turn and pay again for context already stored.<\/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\">What is the AI Data Plane?<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">One governed layer where agents remember, reach live business data through a standard interface, and leave a record you can query.<\/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\">Memory that keeps up<\/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 holds short-term session state and long-term profile and semantic memory across sessions, restarts, users, and frameworks. TTL decay retires stale context on its own, and timestamp-based conflict resolution keeps the record straight. Run it fully managed on Capella or self-managed in your own 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\">Access made 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\">The Couchbase MCP Server gives every agent one standard, governed way to reach live business data. Model Context Protocol is the interface the agent ecosystem is standardizing on, so tool access is authorized and logged in one place instead of hand-coded per agent. Available in managed or self-hosted deployments.<\/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\">Data that does more<\/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\">Vector, full-text, and SQL++ predicates resolve in a single query path against the operational record itself, not a synchronized copy with its own freshness window. Three vector index types cover billion-scale search and highly selective filtered search, so answers come from current data.<\/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\">Answers you can audit<\/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 stores prompts, tool definitions, and end-to-end traces as data, next to the records an agent actually read. One SQL++ query answers which agent did what, for which user, on which prompt version, reading which records. Audit becomes a query instead of a reconstruction project.<\/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\">Costs that fall as you scale<\/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\">Persistent memory replaces resending conversation history every turn, so token spend stops tracking agent activity. Exact and semantic caching answers repeated prompts without a new model call, and memory-first reads keep the path fast when one user turn becomes a dozen machine requests.<\/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\/ko\/downloads\/?family=ai-data-plane\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Request Trial<\/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)\">Benchmarked on public evals<\/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\">1B+ Scale<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">Vector storage and search across three index types<\/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);\">on LoCoMo Eval benchmark<\/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\">CUSTOMER PROOF<\/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\">AI in production on 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\">0.5s<\/p>\n\n\n\n<p class=\"has-body-small-font-size wp-block-paragraph\">agentic transaction target<\/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\/ko\/customers\/agora\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/customers\/agora\/\">\uc2a4\ud1a0\ub9ac \uc77d\uae30<\/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\">of the world\u2019s cards scored for fraud<\/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\/ko\/customers\/fico\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/customers\/fico\/\">\uc2a4\ud1a0\ub9ac \uc77d\uae30<\/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\">documents behind the AI assistant at 8,000 ops\/sec<\/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\/ko\/customers\/jinmu\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/customers\/jinmu\/\">\uc2a4\ud1a0\ub9ac \uc77d\uae30<\/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\">Put your agents to work on live business data<\/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\/ko\/downloads\/\">\uc9c0\uae08 \ub2e4\uc6b4\ub85c\ub4dc<\/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\">HOW IT WORKS<\/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\">Agentic workflow, one governed layer<\/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\">Every step an agent takes runs against the same governed data layer, with no hop to a separate tier between the work and the data.<\/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\">Plan<\/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\">Plan<\/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\">Retrieve<\/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\">Reason<\/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\">Act<\/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\">Remember<\/span><\/li><\/ul><\/div><\/div><div class=\"tabs-block__nav\" role=\"tablist\" aria-label=\"\ud0ed \ud0d0\uc0c9\"><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\">Plan<\/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\">Retrieve<\/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\">Reason<\/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\">Act<\/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\">Remember<\/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);\">Break the goal into steps and select which tools and data to call.<\/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)\">Capabilities on one platform<\/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\">MCP \uc11c\ubc84<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Governed, standardized agent access to operational data, as a managed service or 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\" 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\" class=\"wp-block-heading has-heading-xl-font-size\">\uc5d0\uc774\uc804\ud2b8 \uce74\ud0c8\ub85c\uadf8<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Prompts, tools, and end-to-end traces stored as data and queryable in 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);\">Gather live operational data and knowledge to ground the next step.<\/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)\">Capabilities on one platform<\/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\">Hybrid Search<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Vector, full-text, and SQL in one query for the most accurate contextual results.<\/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\">Sub-millisecond reads, no separate cache tier.<\/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);\">Call the model to plan, decide, and generate many times per ask.<\/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)\">Capabilities on one platform<\/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\">Semantic Cache<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Answers repeated and similar prompts without a new LLM call.<\/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\">Model Service<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Serverless frontier models billed by the token, or dedicated GPU inference inside your own perimeter.<\/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\">\uc5d0\uc774\uc804\ud2b8 \uce74\ud0c8\ub85c\uadf8<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Prompts, tools, and end-to-end traces stored as data and queryable in 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);\">Execute tools, commit results, and trigger downstream workflows.<\/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)\">Capabilities on one platform<\/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\">MCP \uc11c\ubc84<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Governed, standardized agent access to operational data, as a managed service or 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\">Eventing &amp; Functions<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Server-side JavaScript that reacts to data changes in real time, no app code required.<\/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);\">Persist context across sessions, restarts, users, and frameworks.<\/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)\">Capabilities on one platform<\/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\">\uc5d0\uc774\uc804\ud2b8 \uba54\ubaa8\ub9ac<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Persistent memory across sessions, restarts, and frameworks, fully managed on Capella or self-managed in your own 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\">Captures every data change and streams it to downstream systems in real time.<\/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\">Operational Insights<\/h2>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Real-time analysis in place, now with vector search.<\/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\">\uc5d0\uc774\uc804\ud2b8 \uba54\ubaa8\ub9ac<\/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\">\uc5d0\uc774\uc804\ud2b8 \uba54\ubaa8\ub9ac<\/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\">MCP \uc11c\ubc84<\/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\">Bedrock integration<\/span><\/li><\/ul><\/div><\/div><div class=\"tabs-block__nav\" role=\"tablist\" aria-label=\"\ud0ed \ud0d0\uc0c9\"><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\">\uc5d0\uc774\uc804\ud2b8 \uba54\ubaa8\ub9ac<\/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\">MCP \uc11c\ubc84<\/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\">Bedrock integration<\/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\">\uac74\ucd95<\/p>\n\n\n\n<h2 id=\"h-how-agent-memory-is-processed\" class=\"wp-block-heading has-heading-xl-font-size\">How Agent Memory is processed<\/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\">Short &amp; long-term memory<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Manage active sessions (short-term) while persisting facts, profiles, and summaries across sessions (long-term), through a single API.<\/p>\n\n\n\n<h3 id=\"h-security-amp-governance\" class=\"wp-block-heading\">Security &amp; governance<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Per-user memory isolation pairs with OIDC\/OAuth2 authentication. Memory access is traceable through Agent Tracer for audit and debugging.<\/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\">Memory freshness &amp; time travel<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">TTL-based decay retires stale context on its own. Immutable memory blocks give you point-in-time retrieval and timestamp-based conflict resolution.<\/p>\n\n\n\n<h3 id=\"h-self-managed-or-fully-managed\" class=\"wp-block-heading\">Self-managed or fully managed<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Run it yourself on Docker, in any cloud or air-gapped on premises, with validated integrations for LangGraph, CrewAI, LlamaIndex, and Strands. Or run it managed on 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\">\uac74\ucd95<\/p>\n\n\n\n<h2 id=\"h-how-agents-reach-your-data\" class=\"wp-block-heading\">How agents reach your data<\/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\">Agents call the Couchbase MCP Server over the open Model Context Protocol and get governed access to operational data, vectors, documents, and cache. Access control stays at the data layer instead of forking across bespoke connectors, and every call is logged.<\/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\">\uac74\ucd95<\/p>\n\n\n\n<h2 id=\"h-how-couchbase-works-with-bedrock\" class=\"wp-block-heading\">How Couchbase works with 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\">Agents on Amazon Bedrock reach Capella through one governed Managed MCP Server and keep context in Managed Agent Memory. Capella Model Service calls Bedrock models such as Claude, Llama 4, and Nova next to your live data, with embeddings generated over private networking inside your AWS perimeter.<\/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\">INTEGRATIONS<\/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\">Ready to plug into your AI ecosystem<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Agent Memory is validated with LangGraph, CrewAI, LlamaIndex, and Strands, and reachable over REST for anything else. Model Service calls frontier models through Amazon Bedrock. Partners across data, observability, and infrastructure plug into the same governed layer, so changing one piece of your stack no longer means rebuilding the rest.<\/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\/ko\/developers\/integrations\/\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">See Integrations<\/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\/ko\/partners\/partner-with-couchbase\/\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">\ud30c\ud2b8\ub108 \ub418\uae30<\/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\">Two ways to run the 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\">FULLY MANAGED<\/h3>\n\n\n\n<h2 id=\"h-couchbase-capella\" class=\"wp-block-heading has-heading-xl-font-size\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uce74\ud3a0\ub77c<\/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, and Model Service delivered as managed services. Nothing to provision, patch, or scale. Serverless inference bills by the token, embeddings generate over private networking, and the operational data your agents read already lives here.<\/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\/ko\/products\/capella\/\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/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\">SELF-MANAGED<\/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);\">The same AI Data Plane in your own data center, private cloud, or a fully air-gapped site. Agent Memory, Agent Catalog, and the MCP Server run as containers with the same data model, the same APIs, and the same security model, so agents move between deployments without a rewrite.<\/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\/ko\/products\/server\/\" style=\"font-size:clamp(15.747px, 0.984rem + ((1vw - 3.2px) * 0.764), 24px);\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/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\">AI Data Plane (Formerly AI Services) FAQ<\/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\">Quick answers on agent memory, governed data access, deployment options, caching, and cost.<\/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\">What is 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 gives production AI agents one governed data layer for memory, context, tools, prompts, traces, cache, and the live operational data that runs the business.<\/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\">What does the Couchbase Agent Catalog do?<\/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 manages prompt metadata, tool metadata, and end-to-end traces so teams can inspect, reuse, and govern agent behavior across applications.<\/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\">How does AI Data Plane help agents remember?<\/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 keeps short-term session state and long-term profile and semantic memory across sessions, restarts, users, and frameworks, stored next to the operational data the agent is working on.<\/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\">How does AI Data Plane reduce AI costs?<\/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\">Persistent memory eliminates the need to resend&nbsp;conversation history on every turn, exact and semantic caching avoids repeated model calls, the tool and prompt registry reduces costly incorrect tool calls, and serverless inference charges by the token instead of by reserved GPU capacity.<\/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\">How does Couchbase govern agent behavior?<\/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 keeps prompts, tools, traces, memory, and operational data in one governed data layer so teams can inspect what agents used and why they responded.<\/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\">Is AI Services now called 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\">Yes, AI Services has officially rebranded to AI Data Plane as of June 2026. The product has evolved under the AI Data Plane identity to support new features.<\/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\/ko\/benchmarks\/\">See Benchmarks<\/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\">Keep exploring<\/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\">Dive deeper into AI Data Plane<\/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\">Components, architecture, and what runs where, in one datasheet.<\/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);\">Get datasheet<\/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\">Billion-scale vector benchmark results<\/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\">We\u2019re happy to be recognized for our leadership in vector search.<\/p>\n\n\n\n<div class=\"wp-block-buttons 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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 v28.6) - 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\/ko\/products\/ai-data-plane\/\" \/>\n<meta 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