{"id":2119,"date":"2026-04-30T02:23:16","date_gmt":"2026-04-30T09:23:16","guid":{"rendered":"https:\/\/www.couchbase.com\/com-2026\/products-vector-search\/"},"modified":"2026-10-20T09:26:36","modified_gmt":"2026-10-20T16:26:36","slug":"products-vector-search","status":"publish","type":"page","link":"https:\/\/www.couchbase.com\/ko\/products\/vector-search\/","title":{"rendered":"Vector Search Database Solution"},"content":{"rendered":"<div class=\"wp-block-group alignfull wp-block-hero is-style-full-width-image has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-1b3bfc25 wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-right:var(--wp--preset--spacing--sm);padding-bottom:0;padding-left:var(--wp--preset--spacing--sm)\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-c23230ec wp-block-columns-is-layout-flex\" style=\"padding-bottom:0\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-container-core-column-is-layout-5fd4ea89 wp-block-column-is-layout-flow\" style=\"padding-bottom:var(--wp--preset--spacing--xl);flex-basis:40%\">\n<h1 id=\"h-vector-search\" class=\"wp-block-heading has-heading-2-xl-font-size\">Vector Search<\/h1>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Store and search billions of vectors right next to your operational data. Three vector index types let teams tune for scale, filtered queries, or hybrid search, and Couchbase Lite runs vector search on device. As part of the Couchbase AI Data Plane\u2122, vector search gives RAG apps and AI agents accurate, current context.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--md)\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/blog\/vector-databases\/\" title=\"\ubb38\uc11c\">\ube14\ub85c\uadf8 \uc77d\uae30<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/docs.couchbase.com\/cloud\/vector-index\/use-vector-indexes.html\" title=\"\ubb38\uc11c\">\ubb38\uc11c<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center hero__media-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\">\n<figure class=\"wp-block-image size-full has-custom-border size-large hero__image\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1244\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-scaled.png\" alt=\"\" class=\"wp-image-13036\" 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\/Analytics-1-scaled.png 2560w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-300x146.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-767x373.png 767w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-18x9.png 18w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-1024x498.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-1536x747.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Analytics-1-2048x996.png 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<section class=\"wp-block-couchbase-com-2026-carousel alignfull splide is-style-cta-banner-carousel\" data-splide=\"{&quot;autoplay&quot;:true,&quot;interval&quot;:7000,&quot;arrows&quot;:false}\"><div class=\"splide__track\"><ul class=\"splide__list\">\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns cta-banner has-black-background-color has-background is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column cta-banner__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<figure class=\"wp-block-image size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"138\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-300x138.png\" alt=\"\" class=\"wp-image-11188\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-300x138.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-766x352.png 766w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-1024x471.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-1536x706.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-18x8.png 18w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-2048x941.png 2048w\" 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\">new release<\/p>\n\n\n\n<h2 id=\"h-give-production-ai-agents-memory-context-and-governed-data-access-with-the-ai-data-plane\" class=\"wp-block-heading has-white-color has-text-color has-heading-xl-font-size\">Give production AI agents memory, context, and governed data access with the AI Data Plane<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center cta-banner__cta is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-medium\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/products\/ai-data-plane\/\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns cta-banner has-black-background-color has-background is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column cta-banner__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<figure class=\"wp-block-image size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"138\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-300x138.png\" alt=\"\" class=\"wp-image-11207\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-300x138.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-766x352.png 766w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-1024x471.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-1536x706.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-18x8.png 18w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-2048x941.png 2048w\" 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\">\ubca4\uce58\ub9c8\ud06c<\/p>\n\n\n\n<h2 id=\"h-vector-search-tests-couchbase-is-350x-faster-than-mongodb-at-billion-scale\" class=\"wp-block-heading has-white-color has-text-color has-heading-xl-font-size\">Vector search tests: Couchbase is 350x faster than MongoDB at billion scale<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center cta-banner__cta is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-medium\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/info.couchbase.com\/rs\/302-GJY-034\/images\/COU_1372%20-%208.0%20Benchmarks%20for%20Hyperscale%20Vector%20Search%20-%20WP.pdf\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns cta-banner has-black-background-color has-background is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column cta-banner__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<figure class=\"wp-block-image size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"138\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Mobile-1-300x138.png\" alt=\"\" class=\"wp-image-11439\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Mobile-1-300x138.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Mobile-1-1024x471.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Mobile-1-768x353.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Mobile-1-1536x706.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Mobile-1-2048x941.png 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Mobile-1-18x8.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\">product<\/p>\n\n\n\n<h2 id=\"h-run-vector-search-on-device-so-edge-ai-apps-stay-up-regardless-of-connectivity\" class=\"wp-block-heading has-white-color has-text-color has-heading-xl-font-size\">Run vector search on device so edge AI apps stay up regardless of connectivity<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center cta-banner__cta is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-medium\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/products\/lite\/\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<\/ul><\/div><\/section>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-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:0;margin-bottom:0\">\n<section class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-container-core-group-is-layout-b429f6ad wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--sm);padding-left:var(--wp--preset--spacing--sm)\">\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-what-is-vector-search-used-for-in-a-database\">What is vector search used for in a database?<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">Vector search delivers nearest-neighbor results without needing a direct match. Text, images, audio, and video are converted to mathematical representations and used for semantic searching or overcoming AI challenges using the <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/an-overview-of-retrieval-augmented-generation\/\">retrieval-augmented generation (RAG) framework<\/a>. At the enterprise level, vector search commonly powers AI agents and natural language assistants, hybrid search that combines range, text, and vector predicates, and data analysis that spots similarity and anomalies. Couchbase offers Hyperscale, Composite, and Search vector indexes to improve RAG and agent accuracy at scale without hurting performance or operating cost, and Couchbase Lite brings vector search to mobile and edge devices.<\/p>\n<\/section>\n\n\n\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\">\n<div class=\"wp-block-group wp-block-featured-content__card has-black-color has-peach-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\"><div class=\"is-size-large wp-elements-1 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"12 12 36 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"m25.6 30.05-3.52 3.92v1.44h7.26v-1.8h-4.47l2.05-2.23c1.32-1.44 1.96-2.66 1.96-3.75 0-.91-.31-1.66-.93-2.22-.61-.55-1.43-.83-2.44-.83-1.08 0-1.96.32-2.62.95-.66.64-1 1.48-1 2.49v.39h2.03v-.39c0-.54.13-.93.41-1.22.27-.28.66-.42 1.18-.42.41 0 .73.12.97.38.24.26.36.59.36 1.01 0 .32-.08.64-.24.94-.18.33-.52.78-1 1.33ZM36.75 35.41v-2.3h1.38v-1.8h-1.38v-6.58h-1.93l-4.61 7.15v1.24h4.51v2.3h2.03ZM32.73 31.31l1.99-3.11v3.11h-1.99Z\"\/><path d=\"M45.25,30.56c-.04,1.18-.22,2.34-.53,3.46-1.81,6.62-7.86,11.24-14.71,11.24-8.41,0-15.25-6.84-15.25-15.25s6.84-15.25,15.25-15.25c1.78,0,3.54.31,5.24.92,1.01.37,1.98.85,2.9,1.43l.48.3-1.46,2.2,7.44.84-.82-2.01h0s-2.22-5.43-2.22-5.43l-1.41,2.11-.46-.3c-.81-.52-1.67-.98-2.56-1.37h0l-.1-.04c-2.22-.94-4.58-1.42-7.01-1.42-9.93,0-18,8.08-18,18s8.08,18,18,18c8.45,0,15.85-5.99,17.61-14.26.23-1.04.36-2.11.39-3.19h-2.75Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-complexity\" class=\"wp-block-heading has-heading-xl-font-size\">Complexity<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A separate vector database adds sync jobs, administration, cost, and latency to the overall app. Couchbase keeps vectors, operational data, and agent memory on one platform.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-block-featured-content__card has-black-color has-peach-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\"><div class=\"is-size-large wp-elements-2 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"7 0 46 60\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><g id=\"F4VAjD.tif\">\n    <path d=\"m22.69,59.73c1.81-8.47,3.63-16.94,5.49-25.63H7.29c1.26-11.46,2.49-22.73,3.74-34.1h26.56c-1.26,6.23-2.51,12.41-3.82,18.86h18.93v5.9c-9.81,11.65-19.73,23.44-29.65,35.23-.12-.09-.25-.18-.37-.27Zm6.75-13.8c.14.06.29.12.43.18,6.45-7.66,12.91-15.33,19.36-22.99-.1-.15-.2-.3-.29-.45h-19.6c1.26-6.42,2.49-12.63,3.72-18.89H14.36c-.99,8.9-1.96,17.65-2.96,26.64h21.36c-1.14,5.33-2.23,10.43-3.32,15.52Z\"\/>\n  <\/g><\/svg><\/div>\n\n\n<h2 id=\"h-latency\" class=\"wp-block-heading has-heading-xl-font-size\">Latency<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Returning results as fast as possible is critical to users. Extra hops and poor indexing kill user experience. On-device vector search removes the network round trip entirely.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-block-featured-content__card has-black-color has-peach-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\"><div class=\"is-size-large wp-elements-3 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"17 13 26 34\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M38.83,24.53h-.81s.02-4.43.02-4.43c.02-4.04-3.9-7.35-7.95-7.37-4.04-.02-7.99,3.26-8,7.3l-.02,4.42h-.81c-2.48-.01-4.51,2-4.52,4.48l-.05,13.73c0,2.48,2,4.51,4.48,4.52l17.57.07c2.48,0,4.51-2,4.52-4.48l.05-13.73c0-2.48-2-4.51-4.48-4.52ZM24.89,20.05c0-2.5,2.69-4.52,5.19-4.51,2.5,0,5.16,2.05,5.15,4.55l-.02,4.42-10.34-.04.02-4.42ZM40.38,42.77c0,.89-.73,1.62-1.63,1.61l-17.57-.07c-.89,0-1.62-.73-1.61-1.63l.05-13.73c0-.89.73-1.62,1.63-1.61l17.57.07c.89,0,1.62.73,1.61,1.63l-.05,13.73Z\"\/><path d=\"M30.02,30.67c-1.31,0-2.38,1.06-2.39,2.37,0,.78.37,1.47.94,1.91l-.02,4.67c0,.79.63,1.43,1.42,1.43.79,0,1.43-.63,1.43-1.42l.02-4.67c.58-.43.96-1.12.96-1.9,0-1.31-1.06-2.38-2.37-2.39Z\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-security\" class=\"wp-block-heading has-heading-xl-font-size\">\ubcf4\uc548<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Build AI apps without feeding corporate data to public models and deliver users accurate and up-to-date results. With Couchbase Lite, sensitive queries can stay on the device.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-block-featured-content__card has-black-color has-peach-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\"><div class=\"is-size-large wp-elements-4 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"12 12 36 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><polygon points=\"26.6 45.41 14.59 45.41 14.59 33.4 21.13 33.4 21.13 31 12.19 31 12.19 47.81 29 47.81 29 38.68 26.6 38.68 26.6 45.41\"\/><polygon points=\"22.08 12.19 22.08 29.87 24.47 29.87 24.47 14.58 45.42 14.58 45.42 35.53 30.01 35.53 30.01 37.92 47.81 37.92 47.81 12.19 22.08 12.19\"\/><polygon points=\"20.02 41.61 37.32 24.79 37.26 28.85 39.74 26.44 39.82 20.69 34.07 20.61 31.59 23.02 35.65 23.07 18.35 39.89 20.02 41.61\"\/><\/svg><\/div>\n\n\n<h2 id=\"h-scalability\" class=\"wp-block-heading has-heading-xl-font-size\">\ud655\uc7a5\uc131<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Couchbase is proven to handle billions of vectors with millisecond response times, so your application can scale globally without limits.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-card-group has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-e4da1d54 wp-block-group-is-layout-constrained\" style=\"margin-top:0;padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<section class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-container-core-group-is-layout-b429f6ad wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--sm);padding-left:var(--wp--preset--spacing--sm)\">\n<h2 class=\"wp-block-heading has-text-align-center has-black-color has-text-color has-link-color has-heading-2-xl-font-size wp-elements-5\" id=\"h-vector-search-key-capabilities\">Vector search key capabilities<\/h2>\n\n\n\n<p class=\"has-text-align-center has-black-color has-text-color has-link-color has-body-large-font-size wp-elements-6 wp-block-paragraph\">Accurate AI apps and agents depend on fast retrieval from current data. Couchbase builds vector search into the same platform that runs your operational workloads, from billion-vector clusters in the cloud to apps running on a single device.<\/p>\n<\/section>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1e498b17 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-custom-card is-full-height has-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-ai-data-plane-for-agentic-applications\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-7\">AI Data Plane for agentic applications<\/h2>\n\n\n\n<p class=\"has-text-align-left has-text-align-center is-style-default has-white-color has-text-color has-link-color wp-elements-8 wp-block-paragraph\">Vector search is one layer of the Couchbase AI Data Plane, alongside Agent Memory, the MCP Server, and Model Service, so <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/your-ai-agents-are-stuck-in-pilot-its-a-data-problem-not-a-model-problem\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/blog\/your-ai-agents-are-stuck-in-pilot-its-a-data-problem-not-a-model-problem\/\">agents<\/a> get memory, context, and governed data access on one platform.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/products\/ai-data-plane\/\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-custom-card is-full-height 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-flexible-vector-indexing\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-9\"><strong>Flexible vector indexing<\/strong><\/h2>\n\n\n\n<p class=\"has-text-align-left has-text-align-center has-white-color has-text-color wp-block-paragraph\">Choose Hyperscale for billion-vector datasets, Composite for filtered queries, or Search for hybrid keyword and semantic search, and match each workload to its performance, recall, and cost needs.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/blog\/vector-indexes-are-not-interchangeable-most-applications-treat-them-like-they-are\/\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1e498b17 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-custom-card is-full-height has-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-billions-scale-performance\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-10\"><strong>Billions-scale performance<\/strong><\/h2>\n\n\n\n<p class=\"has-text-align-left has-text-align-center has-white-color has-text-color wp-block-paragraph\">Hyperscale vector indexes keep cluster centroids in memory and vectors on disk, so you can search billions of vectors at high recall without holding them all in RAM.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/blog\/diskann\/\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-custom-card is-full-height 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-cloud-to-edge-support\" class=\"wp-block-heading has-white-color has-text-color has-link-color has-heading-xl-font-size wp-elements-11\"><strong>Cloud-to-edge support<\/strong><\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-12 wp-block-paragraph\">Couchbase Lite runs vector and hybrid search on device in iOS, Android, desktop, and embedded apps and syncs with Couchbase Capella, so edge AI apps answer locally and keep running regardless of connectivity.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/blog\/edge-ai\/\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-group alignfull has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-center has-media-on-the-left\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:0;padding-bottom:var(--wp--preset--spacing--xl);padding-left:0\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/sync-gateway-4x3-1.png\" alt=\"\" class=\"wp-image-12979 size-full\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/sync-gateway-4x3-1.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/sync-gateway-4x3-1-300x225.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/sync-gateway-4x3-1-768x576.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/sync-gateway-4x3-1-16x12.png 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 id=\"h-similarity-search-hybrid-search\" class=\"wp-block-heading has-heading-2-xl-font-size\">Similarity search, hybrid search<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Similarity is a powerful tool, but real-world scenarios require hybrid search across text, geolocations, ranges, and operational data. With multiple indexing options, developers can precisely tune their hybrid search strategy for optimal performance and relevance.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/blog\/vector-similarity-search\/\" title=\"\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30 \">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile is-vertically-aligned-center\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:0;padding-bottom:var(--wp--preset--spacing--xl);padding-left:0\"><div class=\"wp-block-media-text__content\">\n<h2 id=\"h-agentic-and-rag-apps\" class=\"wp-block-heading has-heading-2-xl-font-size\">Agentic and RAG apps<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">AI agents need relevant context, durable memory, and governed access to live data. On the Couchbase AI Data Plane, vector search works alongside Agent Memory and the MCP Server to deliver all three. Using RAG, teams can make AI apps safer, more accurate, and up to date.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/blog\/building-smarter-agents-with-vector-search\/\" title=\"Learn About AI Agents\">Learn About AI Agents<\/a><\/div>\n<\/div>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/aidp-4x3-1.png\" alt=\"\" class=\"wp-image-12984 size-full\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/aidp-4x3-1.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/aidp-4x3-1-300x225.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/aidp-4x3-1-768x576.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/aidp-4x3-1-16x12.png 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-center has-media-on-the-left\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:0;padding-bottom:var(--wp--preset--spacing--xl);padding-left:0\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/our-platform-4x3-1.png\" alt=\"\" class=\"wp-image-12986 size-full\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/our-platform-4x3-1.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/our-platform-4x3-1-300x225.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/our-platform-4x3-1-768x576.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/our-platform-4x3-1-16x12.png 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h2 id=\"h-fraud-and-anomaly-detection\" class=\"wp-block-heading has-heading-2-xl-font-size\">Fraud and anomaly detection<\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">By converting user behavior and transactions into vectors, those patterns can be compared to other similar vector representations that might indicate fraud. Vector search is effective in handling high-dimensional data and similarity matching.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/customers\/fico\/\" title=\"\uace0\uac1d \uc0ac\ub840 \uc77d\uae30\">\uace0\uac1d \uc0ac\ub840 \uc77d\uae30<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile is-vertically-aligned-center\" style=\"padding-top:var(--wp--preset--spacing--xl);padding-right:0;padding-bottom:var(--wp--preset--spacing--xl);padding-left:0\"><div class=\"wp-block-media-text__content\">\n<h2 id=\"h-edge-and-mobile-ai-apps\" class=\"wp-block-heading has-heading-2-xl-font-size\"><strong>Edge and mobile AI apps<\/strong><\/h2>\n\n\n\n<p class=\"has-body-large-font-size wp-block-paragraph\">Running vector search on mobile and embedded devices brings the benefits of edge computing: millisecond response times, lower bandwidth and cloud egress costs, and personalized results without sensitive data leaving the device. Apps keep serving users through network outages, and Couchbase Lite 4.1 adds peer-to-peer sync over Bluetooth for teams working beyond network coverage.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/blog\/rag-app-vector-ios\/\" title=\"\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30\">See On-Device RAG<\/a><\/div>\n<\/div>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/finserv-4x3-1.png\" alt=\"\" class=\"wp-image-12991 size-full\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/finserv-4x3-1.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/finserv-4x3-1-300x225.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/finserv-4x3-1-768x576.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/finserv-4x3-1-16x12.png 16w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n<\/div>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-card-group has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-de816eab wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<section class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-container-core-group-is-layout-31f17db7 wp-block-group-is-layout-constrained\" style=\"margin-bottom:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--sm);padding-left:var(--wp--preset--spacing--sm)\">\n<h2 class=\"wp-block-heading has-text-align-center alignfull has-peach-background-color has-background has-heading-2-xl-font-size\" id=\"h-what-customers-are-saying\">\uace0\uac1d\uc758 \uc758\uacac<\/h2>\n<\/section>\n\n\n\n<div class=\"wp-block-group alignfull has-peach-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:0\">\n<section class=\"wp-block-couchbase-com-2026-carousel splide\" data-splide=\"{&quot;arrows&quot;:false}\"><div class=\"splide__track\"><ul class=\"splide__list\">\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns are-vertically-aligned-center quote-card has-white-color has-black-background-color has-text-color has-background is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-center quote-card__content-column is-layout-flow wp-container-core-column-is-layout-e2d01e29 wp-block-column-is-layout-flow\" 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);flex-basis:50%\">\n<blockquote class=\"wp-block-quote is-style-plain has-heading-2xs-font-size has-heading-2-xs-font-size is-layout-flow wp-container-core-quote-is-layout-329e6949 wp-block-quote-is-layout-flow is-style-plain--2\" style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0\">\n<p class=\"wp-block-paragraph\">\u201cCouchbase\u2019s new vector search capabilities transform how we deliver context-aware video discovery for enterprises.&#8221;<\/p>\n<cite><strong>\uc774\uc548 \uba54\ub9c1\ud134<\/strong>, CTO, Seenit<\/cite><\/blockquote>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-bcf025b2 wp-block-group-is-layout-flex\">\n<p class=\"has-orange-color has-text-color wp-block-paragraph\">92%<\/p>\n\n\n\n<p class=\"has-orange-color has-text-color has-body-small-font-size wp-block-paragraph\">\uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc758 \ube60\ub978 \uad6c\ud604<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a880d28f wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/customers\/seenit\/\" title=\"\uace0\uac1d \uc0ac\ub840 \uc77d\uae30\">\uace0\uac1d \uc0ac\ub840 \uc77d\uae30<\/a><\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-full is-resized size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/seenit-white.svg\" alt=\"\" class=\"wp-image-3269\" style=\"width:auto;height:40px\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-stretch quote-card__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/staging.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5737534-scaled.jpg\" alt=\"\" class=\"wp-image-10571\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5737534-scaled.jpg 2560w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5737534-300x200.jpg 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5737534-1024x683.jpg 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5737534-768x512.jpg 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5737534-1536x1024.jpg 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5737534-2048x1365.jpg 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5737534-18x12.jpg 18w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns are-vertically-aligned-center quote-card has-white-color has-black-background-color has-text-color has-background is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-center quote-card__content-column is-layout-flow wp-container-core-column-is-layout-e2d01e29 wp-block-column-is-layout-flow\" 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);flex-basis:50%\">\n<blockquote class=\"wp-block-quote is-style-plain has-heading-2xs-font-size has-heading-2-xs-font-size is-layout-flow wp-container-core-quote-is-layout-329e6949 wp-block-quote-is-layout-flow is-style-plain--3\" style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0\">\n<p class=\"wp-block-paragraph\">\u201cCouchbase real-time communications data and high concurrency query, greatly improve the performance and stability for the AI Assistant application.\u201d<\/p>\n<cite><strong>\uc564\ub514 \ucd94<\/strong>,  CEO, Jinmu<\/cite><\/blockquote>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-bcf025b2 wp-block-group-is-layout-flex\">\n<p class=\"has-orange-color has-text-color wp-block-paragraph\">70M<\/p>\n\n\n\n<p class=\"has-orange-color has-text-color has-body-small-font-size wp-block-paragraph\">\ubb38\uc11c<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a880d28f wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/customers\/jinmu\/\" title=\"\uace0\uac1d \uc0ac\ub840 \uc77d\uae30\">\uace0\uac1d \uc0ac\ub840 \uc77d\uae30<\/a><\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-full is-resized size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/Jinmu-1-1.svg\" alt=\"\" class=\"wp-image-2448\" style=\"width:auto;height:40px\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-stretch quote-card__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_6151910-scaled.jpg\" alt=\"\" class=\"wp-image-10576\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_6151910-scaled.jpg 2560w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_6151910-300x200.jpg 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_6151910-1024x683.jpg 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_6151910-768x512.jpg 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_6151910-1536x1024.jpg 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_6151910-2048x1365.jpg 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_6151910-18x12.jpg 18w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><figcaption class=\"wp-element-caption\">Diverse colleagues brainstorming and working together on the creation of a new application using laptop during a meeting in a modern workplace.<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns are-vertically-aligned-center quote-card has-white-color has-black-background-color has-text-color has-background is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-center quote-card__content-column is-layout-flow wp-container-core-column-is-layout-e2d01e29 wp-block-column-is-layout-flow\" 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);flex-basis:50%\">\n<blockquote class=\"wp-block-quote is-style-plain has-heading-2xs-font-size has-heading-2-xs-font-size is-layout-flow wp-container-core-quote-is-layout-329e6949 wp-block-quote-is-layout-flow is-style-plain--4\" style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0\">\n<p class=\"wp-block-paragraph\">\"\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud558\uba74 \ub9e4\uc6b0 \ud070 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uace0\uac1d \uac80\uc0c9 \uacb0\uacfc\ub97c \ub9e4\uc6b0 \ud6a8\uc728\uc801\uc73c\ub85c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\"<\/p>\n<cite><strong>\ube0c\ub79c\ud2b8 \ubc84\ub137<\/strong>, \uc2dc\uc2a4\ud15c \uc544\ud0a4\ud14d\ud2b8, CenterEdge Software<\/cite><\/blockquote>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-bcf025b2 wp-block-group-is-layout-flex\">\n<p class=\"has-orange-color has-text-color wp-block-paragraph\">360\u00b0<\/p>\n\n\n\n<p class=\"has-orange-color has-text-color has-body-small-font-size wp-block-paragraph\">customer insights for their clients<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a880d28f wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/customers\/centeredge\/\" title=\"\uace0\uac1d \uc0ac\ub840 \uc77d\uae30\">\uace0\uac1d \uc0ac\ub840 \uc77d\uae30<\/a><\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-full is-resized size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/centeredge-white-1.svg\" alt=\"\" class=\"wp-image-2445\" style=\"width:auto;height:40px\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-stretch quote-card__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1710\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_4851013-scaled.jpg\" alt=\"\" class=\"wp-image-10567\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_4851013-scaled.jpg 2560w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_4851013-300x200.jpg 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_4851013-1024x684.jpg 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_4851013-768x513.jpg 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_4851013-1536x1026.jpg 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_4851013-2048x1368.jpg 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_4851013-18x12.jpg 18w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><figcaption class=\"wp-element-caption\">Businesspeople working with computers, documents and talking.<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-couchbase-com-2026-carousel-slide splide__slide\">\n<div class=\"wp-block-columns are-vertically-aligned-center quote-card has-white-color has-black-background-color has-text-color has-background is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-center quote-card__content-column is-layout-flow wp-container-core-column-is-layout-e2d01e29 wp-block-column-is-layout-flow\" 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);flex-basis:50%\">\n<blockquote class=\"wp-block-quote is-style-plain has-heading-2xs-font-size has-heading-2-xs-font-size is-layout-flow wp-container-core-quote-is-layout-329e6949 wp-block-quote-is-layout-flow is-style-plain--5\" style=\"margin-top:0;margin-right:0;margin-bottom:0;margin-left:0\">\n<p class=\"wp-block-paragraph\">&#8220;What Couchbase has done with SQL++ has been one of the most innovative things done in the database space in decades.&#8221;<\/p>\n<cite><strong>\ube4c \ud558\uc6b0\uc2a4<\/strong>, \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubd80\uc0ac\uc7a5, SWARM \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1<\/cite><\/blockquote>\n\n\n\n<div class=\"wp-block-group wp-block-stat-item is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-bcf025b2 wp-block-group-is-layout-flex\">\n<p class=\"has-orange-color has-text-color wp-block-paragraph\">400%<\/p>\n\n\n\n<p class=\"has-orange-color has-text-color has-body-small-font-size wp-block-paragraph\">faster planning time<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a880d28f wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/customers\/swarm-engineering\/\" title=\"\uace0\uac1d \uc0ac\ub840 \uc77d\uae30\">\uace0\uac1d \uc0ac\ub840 \uc77d\uae30<\/a><\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-full is-resized size-large\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/swarm-white-1.svg\" alt=\"\" class=\"wp-image-3318\" style=\"width:auto;height:40px\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-stretch quote-card__image-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5350821-scaled.jpg\" alt=\"\" class=\"wp-image-10569\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5350821-scaled.jpg 2560w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5350821-300x200.jpg 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5350821-1024x683.jpg 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5350821-768x512.jpg 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5350821-1536x1024.jpg 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5350821-2048x1365.jpg 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/stk_5350821-18x12.jpg 18w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/li>\n<\/ul><\/div><\/section>\n<\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-columns alignfull cta-banner has-black-background-color has-background is-layout-flex wp-container-core-columns-is-layout-d7321b65 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column 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\">learn about vector embeddings<\/p>\n\n\n\n<h2 id=\"h-get-a-deeper-understanding-of-embedding-and-how-to-create-and-use-them\" class=\"wp-block-heading has-white-color has-text-color has-heading-xl-font-size\">Get a deeper understanding of embedding and how to create and use them.<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center cta-banner__cta is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-medium\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/blog\/what-are-vector-embeddings\/\">\ube14\ub85c\uadf8 \uc77d\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<section class=\"wp-block-group alignfull wp-block-faq-accordion has-peach-background-color has-background is-layout-constrained wp-container-core-group-is-layout-039f9c3e wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--xl);margin-bottom:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<section class=\"wp-block-group wp-block-leading-content is-layout-constrained wp-container-core-group-is-layout-b429f6ad wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--sm);padding-left:var(--wp--preset--spacing--sm)\">\n<h2 class=\"wp-block-heading has-text-align-center has-heading-2-xl-font-size\" id=\"h-vector-search-faq\">Vector search FAQ<\/h2>\n\n\n\n<p class=\"has-text-align-center has-body-large-font-size wp-block-paragraph\">Quick answers about Couchbase vector search, including how it compares to standalone vector databases, which index types to use, and how it supports edge and RAG workloads.<\/p>\n<\/section>\n\n\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: true, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-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-6&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\" id=\"h-how-does-couchbase-vector-search-compare-to-other-databases\"><button aria-expanded=\"true\" 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\">How does Couchbase vector search compare to other databases?<\/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-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Couchbase is a multimodel platform that combines high-performance vector search with text, geo-spatial, and other search techniques, eliminating the need for a separate, standalone vector database.<\/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-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\" id=\"h-what-vector-index-types-does-couchbase-support\"><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\">What vector index types does Couchbase support?<\/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-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Couchbase supports three primary index types: Hyperscale for billion-scale datasets, Composite for high-speed filtered searches, and Search for hybrid semantic-keyword queries.<\/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-8&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\" id=\"h-can-couchbase-vector-search-work-on-mobile-and-edge-devices\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-8-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-8\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">Can Couchbase vector search work on mobile and edge devices?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-8\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-8-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. Couchbase Lite runs vector and hybrid search on iOS, Android, desktop, and embedded devices, so AI features answer locally, keep sensitive queries private, and work regardless of connectivity.<\/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-9&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\" id=\"h-how-does-couchbase-vector-search-support-rag-pipelines\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-9-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-9\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">How does Couchbase vector search support RAG pipelines?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-9\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-9-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 stores embeddings alongside source data, and the AI Data Plane can generate them automatically from structured and unstructured data, so LLMs retrieve accurate, private enterprise context.<\/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-10&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-10-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" id=\"accordion-item-10\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">What is hybrid vector search?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div aria-labelledby=\"accordion-item-10\" data-wp-bind--hidden=\"state.isHidden\" data-wp-on--beforematch=\"actions.handleBeforeMatch\" id=\"accordion-item-10-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Hybrid vector search combines semantic similarity, keyword, geo-spatial, and range filters in one query. Couchbase runs all predicates in a single pass with no application-side result merging.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-group alignfull wp-custom-related-resources has-white-background-color has-background is-layout-constrained wp-container-core-group-is-layout-b5a75974 wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--xl);padding-left:var(--wp--preset--spacing--lg)\">\n<h2 class=\"wp-block-heading has-text-align-center 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-full size-large card-image__image\"><img loading=\"lazy\" decoding=\"async\" width=\"2548\" height=\"1171\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1.png\" alt=\"\" class=\"wp-image-11207\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1.png 2548w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-300x138.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-766x352.png 766w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-1024x471.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-1536x706.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-18x8.png 18w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Vector-Search-1-1-2048x941.png 2048w\" sizes=\"auto, (max-width: 2548px) 100vw, 2548px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<p class=\"wp-paragraph is-style-eyebrow has-large-font-size wp-block-paragraph\">\ubb38\uc11c\ud654<\/p>\n\n\n\n<h3 id=\"h-introduction-to-vector-search\" class=\"wp-block-heading has-heading-xl-font-size\">Introduction to vector search<\/h3>\n\n\n\n<div class=\"wp-block-buttons card_buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto;padding-top:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-button is-style-outline-white-text\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/docs.couchbase.com\/server\/current\/vector-index\/vectors-and-indexes-overview.html\" title=\"\ubb38\uc11c \uc77d\uae30\">\ubb38\uc11c \uc77d\uae30<\/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 size-large card-image__image\"><img loading=\"lazy\" decoding=\"async\" width=\"2548\" height=\"1171\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-1.png\" alt=\"\" class=\"wp-image-11441\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-1.png 2548w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-1-300x138.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-1-1024x471.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-1-768x353.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-1-1536x706.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-1-2048x941.png 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Agents-2-1-18x8.png 18w\" sizes=\"auto, (max-width: 2548px) 100vw, 2548px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<p class=\"wp-paragraph is-style-eyebrow has-large-font-size wp-block-paragraph\">TUTORIAL<\/p>\n\n\n\n<h3 id=\"h-build-semantic-search-with-hyperscale-and-composite-vector-indexes\" class=\"wp-block-heading has-heading-xl-font-size\">Build semantic search with Hyperscale and Composite vector indexes<\/h3>\n\n\n\n<div class=\"wp-block-buttons card_buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto;padding-top:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-button is-style-outline-white-text\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/developer.couchbase.com\/tutorial-huggingface-couchbase-vector-search-with-hyperscale-or-composite-vector-index\">Try the tutorial<\/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 size-large card-image__image\"><img loading=\"lazy\" decoding=\"async\" width=\"2548\" height=\"1171\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1.png\" alt=\"\" class=\"wp-image-11227\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1.png 2548w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1-300x138.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1-1024x471.png 1024w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1-768x353.png 768w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1-1536x706.png 1536w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1-2048x941.png 2048w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/10\/Chip-1-18x8.png 18w\" sizes=\"auto, (max-width: 2548px) 100vw, 2548px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group card-image__content is-vertical is-layout-flex wp-container-core-group-is-layout-ba21e338 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<p class=\"wp-paragraph is-style-eyebrow has-large-font-size wp-block-paragraph\">BENCHMARK<\/p>\n\n\n\n<h3 id=\"h-vector-search-tests-couchbase-is-350x-faster-than-mongodb-at-billion-scale-0\" class=\"wp-block-heading has-heading-xl-font-size\">Vector search tests: Couchbase is 350x faster than MongoDB at billion scale<\/h3>\n\n\n\n<div class=\"wp-block-buttons card_buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto;padding-top:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-button is-style-outline-white-text\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/info.couchbase.com\/rs\/302-GJY-034\/images\/COU_1372%20-%208.0%20Benchmarks%20for%20Hyperscale%20Vector%20Search%20-%20WP.pdf\" title=\"\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30\" target=\"_self\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<\/ul><div class=\"slider__progress\"><div class=\"slider__progress-bar\" role=\"slider\" tabindex=\"0\" aria-label=\"\uc2ac\ub77c\uc774\ub4dc\" aria-valuemin=\"0\" aria-valuenow=\"0\" aria-valuemax=\"0\"><\/div><\/div><\/div><\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull wp-custom-prefooter has-peach-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:0\">\n<div class=\"wp-block-group wp-custom-prefooter__inner is-layout-constrained wp-container-core-group-is-layout-32cc56da wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\">\n<div class=\"wp-block-group wp-custom-prefooter__card has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-293b0a6d wp-block-group-is-layout-flex\"><div class=\"is-size-large wp-elements-13 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"13 12 34 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path 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