{"id":17163,"date":"2025-06-03T13:57:11","date_gmt":"2025-06-03T20:57:11","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=17163"},"modified":"2025-06-25T12:16:52","modified_gmt":"2025-06-25T19:16:52","slug":"ai-applications-aws-bedrock-couchbase","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/es\/ai-applications-aws-bedrock-couchbase\/","title":{"rendered":"Liberar la potencia de AWS Bedrock con Couchbase"},"content":{"rendered":"<p>La explosi\u00f3n de <a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/es\/what-is-generative-ai\/\">IA generativa<\/a> ha hecho de las bases de datos vectoriales una parte crucial de las aplicaciones modernas. A medida que las empresas buscan soluciones escalables y eficientes para la b\u00fasqueda, recomendaci\u00f3n y recuperaci\u00f3n de conocimientos impulsadas por IA, AWS Bedrock y Couchbase surgen como una combinaci\u00f3n convincente. AWS Bedrock simplifica el acceso a potentes modelos b\u00e1sicos, mientras que las capacidades de almacenamiento vectorial de Couchbase proporcionan la eficiencia de almacenamiento y recuperaci\u00f3n necesaria para crear aplicaciones de IA de alto rendimiento.<\/p>\n<p>En este blog, exploramos c\u00f3mo el almac\u00e9n vectorial de Couchbase, cuando se integra con AWS Bedrock, crea una soluci\u00f3n de IA potente, escalable y rentable. Tambi\u00e9n mostraremos algunos detalles de implementaci\u00f3n clave para ayudarle a comenzar.<\/p>\n<h2>\u00bfPor qu\u00e9 AWS Bedrock + Couchbase?<\/h2>\n<p>Profundicemos en el valor \u00fanico que aporta cada componente y c\u00f3mo trabajan juntos para impulsar las aplicaciones modernas de IA.<\/p>\n<h3 style=\"font-weight:400;font-size:16pt\">Acceso sin fisuras a los modelos de cimientos<\/h3>\n<p>AWS Bedrock ofrece acceso a varios modelos de cimientos sin necesidad de una amplia administraci\u00f3n de la infraestructura. Esto facilita a las empresas la experimentaci\u00f3n, la implementaci\u00f3n y el escalado de aplicaciones impulsadas por IA sin preocuparse por la complejidad subyacente del hospedaje y el ajuste de modelos.<\/p>\n<h3 style=\"font-weight:400;font-size:16pt\">Almacenamiento vectorial escalable y rentable<\/h3>\n<p>Las capacidades de almacenamiento vectorial de Couchbase proporcionan una forma r\u00e1pida y eficiente de almacenar, recuperar y buscar incrustaciones. Con indexaci\u00f3n incorporada y consultas de alto rendimiento, Couchbase garantiza que las aplicaciones impulsadas por IA puedan manejar la b\u00fasqueda vectorial a gran escala de manera eficiente.<\/p>\n<h3 style=\"font-weight:400;font-size:16pt\">Cerrar la brecha entre los LLM y los datos empresariales<\/h3>\n<p>Al combinar las capacidades de inferencia de modelos de AWS Bedrock con la base de datos vectorial de Couchbase, las empresas pueden crear aplicaciones inteligentes que comprendan y respondan a las consultas de los usuarios con gran precisi\u00f3n. Ya se trate de aplicaciones de chatbot, b\u00fasqueda empresarial o recomendaciones personalizadas, esta integraci\u00f3n permite a la IA trabajar sin problemas con datos empresariales del mundo real.<\/p>\n<h3 style=\"font-weight:400;font-size:16pt\">Integraci\u00f3n perfecta con el ecosistema de AWS<\/h3>\n<p>Bedrock se integra sin esfuerzo con otros servicios de AWS como Lambda, S3 y API Gateway, lo que permite flujos de trabajo de IA sin servidor y de baja latencia.<\/p>\n<h2>La necesidad de un servicio sin servidor<\/h2>\n<p>Las arquitecturas sin servidor proporcionan una serie de ventajas que ayudar\u00e1n de forma natural a las soluciones impulsadas por IA, entre las que se incluyen:<\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\">Cero gesti\u00f3n de la infraestructura: no es necesario aprovisionar, escalar ni mantener servidores, lo que reduce la complejidad operativa y acelera la implantaci\u00f3n de la IA.<\/li>\n<li style=\"font-weight: 400\">Escalado autom\u00e1tico y rentabilidad: escalado din\u00e1mico en funci\u00f3n de la demanda, que garantiza un rendimiento \u00f3ptimo al tiempo que sigue un modelo de pago por uso para minimizar los costes.<\/li>\n<li style=\"font-weight: 400\">Integraci\u00f3n perfecta y baja latencia: se conecta f\u00e1cilmente con los servicios de AWS (Lambda, API Gateway) y proporciona inferencia de IA en tiempo real con una latencia m\u00ednima.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Ahora que ya hemos hablado de las ventajas y la arquitectura, veamos un ejemplo pr\u00e1ctico que lo unifica todo.<\/p>\n<h2>Un ejemplo de aplicaci\u00f3n de chat RAG PDF<\/h2>\n<p>Mostramos una demostraci\u00f3n de c\u00f3mo integrar AWS Bedrock con Couchbase con una aplicaci\u00f3n de chat de LLM. Esta aplicaci\u00f3n le permite cargar sus propios PDF y una canalizaci\u00f3n RAG creada con Couchbase permite al LLM extraer datos de sus PDF para responder a sus preguntas. <\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li>Encuentre el c\u00f3digo en <a target=\"_blank\" href=\"https:\/\/github.com\/couchbase-examples\/rag-aws-bedrock-serverless\">este repositorio de GitHub<\/a>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-17165\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/06\/pdf-chat-couchbase-aws-bedrock-app-1024x462.png\" alt=\"\" width=\"900\" height=\"406\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/06\/pdf-chat-couchbase-aws-bedrock-app-1024x462.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/06\/pdf-chat-couchbase-aws-bedrock-app-300x135.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/06\/pdf-chat-couchbase-aws-bedrock-app-768x346.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/06\/pdf-chat-couchbase-aws-bedrock-app-18x8.png 18w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/06\/pdf-chat-couchbase-aws-bedrock-app.png 1031w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/p>\n<p>Encontrar\u00e1 un an\u00e1lisis detallado del diagrama en este <a target=\"_blank\" href=\"https:\/\/developer.couchbase.com\/tutorial-bedrock-serverless-pdf-chat\">Chat en PDF con el tutorial sin servidor de AWS Bedrock<\/a>. En resumen, hay dos flujos: uno que implica la ingesti\u00f3n de datos PDF, y otro que pertenece al usuario que interact\u00faa con la aplicaci\u00f3n de chat. Por el camino, usamos un par de servicios clave de Couchbase que son cr\u00edticos para la aplicaci\u00f3n: eventing y b\u00fasqueda vectorial.<\/p>\n<h3 style=\"font-weight:400;font-size:16pt\">Eventos de Couchbase<\/h3>\n<p>El servicio de eventos gestiona los cambios de datos que se producen cuando las aplicaciones interact\u00faan y cuenta con estas funciones que ayudan a las aplicaciones de IA a prosperar:<\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><b>Tratamiento de datos en tiempo real<\/b> - Couchbase Eventing te permite ejecutar l\u00f3gica de negocio en respuesta a mutaciones de datos (inserciones, actualizaciones, borrados) dentro de un bucket de Couchbase.<\/li>\n<li style=\"font-weight: 400\"><b>As\u00edncrono y escalable<\/b> - El servicio Eventing se ejecuta de forma as\u00edncrona y se escala de forma independiente, lo que garantiza una gesti\u00f3n eficaz de las cargas de trabajo de alto rendimiento.<\/li>\n<li style=\"font-weight: 400\"><b>Integraci\u00f3n con sistemas externos<\/b> - Puede activar API externas, llamar a microservicios o interactuar con colas de mensajes mediante funciones de eventos.<\/li>\n<li style=\"font-weight: 400\"><b>Baja latencia y alto rendimiento<\/b> - Dise\u00f1ado para una sobrecarga m\u00ednima con acceso directo a los datos en memoria.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 style=\"font-weight:400;font-size:16pt\">B\u00fasqueda vectorial en Couchbase<\/h3>\n<p>Vector Search se basa en Couchbase Capella's <a class=\"xref page\" href=\"https:\/\/docs.couchbase.com\/cloud\/search\/search.html\">Servicio de b\u00fasqueda<\/a> para proporcionar soporte de \u00edndices vectoriales. Puede utilizar estos nuevos \u00edndices de b\u00fasqueda vectorial para la Generaci\u00f3n Aumentada de Recuperaci\u00f3n (RAG) con un Modelo de Lenguaje Grande (LLM) existente, con estas ventajas arquitect\u00f3nicas:<\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><b>B\u00fasqueda h\u00edbrida<\/b> - Combina la b\u00fasqueda sem\u00e1ntica con el filtrado tradicional de palabras clave y metadatos para obtener resultados m\u00e1s pertinentes.<\/li>\n<li style=\"font-weight: 400\"><b>Baja latencia y alto rendimiento<\/b> - Optimizado para aplicaciones de IA en tiempo real, lo que garantiza una r\u00e1pida recuperaci\u00f3n de art\u00edculos similares.<\/li>\n<li style=\"font-weight: 400\"><b>Integraci\u00f3n perfecta con Couchbase<\/b> - Se ejecuta de forma nativa en Couchbase, lo que permite un almacenamiento vectorial, indexaci\u00f3n y recuperaci\u00f3n eficientes junto con datos estructurados y no estructurados.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Tambi\u00e9n utilizamos otros servicios de AWS que complementan nuestra aplicaci\u00f3n de diversas maneras, como se explica a continuaci\u00f3n:<\/p>\n<h3 style=\"font-weight:400;font-size:16pt\">AWS Lambda<\/h3>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\">Cero gesti\u00f3n de la infraestructura: basta con cargar el c\u00f3digo para que se ejecute<\/li>\n<li style=\"font-weight: 400\">Pago por uso<\/li>\n<li style=\"font-weight: 400\">Escalado autom\u00e1tico para hacer frente a los picos de tr\u00e1fico<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 style=\"font-weight:400;font-size:16pt\">Amazon SQS<\/h3>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\">Alto caudal de datos para gestionar grandes vol\u00famenes de tr\u00e1fico<\/li>\n<li style=\"font-weight: 400\">Alta fiabilidad: no se pierde ning\u00fan mensaje<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 style=\"font-weight:400;font-size:16pt\">Amazon ECR<\/h3>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\">Hogar seguro y f\u00e1cil de implantar para im\u00e1genes de contenedores<\/li>\n<li style=\"font-weight: 400\">F\u00e1cil integraci\u00f3n entre los servicios de AWS<\/li>\n<li style=\"font-weight: 400\">Garantiza un comportamiento coherente entre los entornos de desarrollo y producci\u00f3n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>Para m\u00e1s informaci\u00f3n<\/h2>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><a target=\"_blank\" href=\"https:\/\/aws.amazon.com\/bedrock\/\">Explorar AWS Bedrock<\/a><\/li>\n<li style=\"font-weight: 400\">M\u00e1s informaci\u00f3n <a target=\"_blank\" href=\"https:\/\/aws.amazon.com\/lambda\/\">AWS Lambda<\/a>, <a target=\"_blank\" href=\"https:\/\/aws.amazon.com\/sqs\/\">Amazon SQS<\/a>, <a target=\"_blank\" href=\"https:\/\/aws.amazon.com\/ecr\/\">Amazon ECR<\/a><\/li>\n<li style=\"font-weight: 400\">Echa un vistazo <a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/es\/products\/capella\/\">Couchbase Capella<\/a>una base de datos gestionada, y <a target=\"_blank\" href=\"https:\/\/cloud.couchbase.com\/sign-up?ref=blog\">empiece a usarlo gratis hoy mismo<\/a>!<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>The explosion of generative AI has made vector databases a crucial part of modern applications. As businesses seek scalable and efficient solutions for AI-powered search, recommendation, and knowledge retrieval, AWS Bedrock and Couchbase emerge as a compelling combination. AWS Bedrock [&hellip;]<\/p>\n","protected":false},"author":85626,"featured_media":17164,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[10092,2225,1816,9937],"tags":[10124,2100,9870],"ppma_author":[10119],"class_list":["post-17163","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-services","category-cloud","category-couchbase-server","category-vector-search","tag-amazon-web-services-aws","tag-lambda","tag-llms"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Unlocking the Power of AWS Bedrock with Couchbase<\/title>\n<meta name=\"description\" content=\"In this blog, we explore how Couchbase\u2019s vector store, when integrated with AWS Bedrock, creates a powerful, scalable, and 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