{"id":16238,"date":"2024-09-03T04:30:19","date_gmt":"2024-09-03T11:30:19","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=16238"},"modified":"2025-06-13T21:54:23","modified_gmt":"2025-06-14T04:54:23","slug":"free-tier-capella-columnar-mobile-vector-search-and-more","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/pt\/free-tier-capella-columnar-mobile-vector-search-and-more\/","title":{"rendered":"Novos avan\u00e7os do Couchbase Capella impulsionam o desenvolvimento"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Hoje, temos o prazer de anunciar tr\u00eas grandes avan\u00e7os para o Capella, a plataforma de banco de dados em nuvem para aplicativos modernos, incluindo GenAI, pesquisa vetorial e servi\u00e7os de aplicativos m\u00f3veis.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Primeiro, a disponibilidade geral de <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/pt\/products\/analytics\/\"><span style=\"font-weight: 400;\">Capella Columnar<\/span><\/a><span style=\"font-weight: 400;\">que permite a an\u00e1lise de dados nativa de ETL JSON em tempo real e sem ETL, executada independentemente das cargas de trabalho operacionais em uma \u00fanica plataforma de banco de dados.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tamb\u00e9m est\u00e1 dispon\u00edvel em geral <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/pt\/products\/mobile\/\"><span style=\"font-weight: 400;\">Couchbase Mobile com pesquisa vetorial<\/span><\/a><span style=\"font-weight: 400;\">que possibilita que os clientes ofere\u00e7am pesquisa sem\u00e2ntica, por similaridade e h\u00edbrida em seus aplicativos na borda que funcionam mesmo sem Internet.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tamb\u00e9m anunciamos hoje o Capella Free Tier, um espa\u00e7o de trabalho gratuito e perp\u00e9tuo no Capella Database-as-a-Service projetado para ajudar os desenvolvedores a come\u00e7ar a usar o Capella sem nenhum compromisso financeiro, tornando-o ideal para aprendizado, desenvolvimento e pequenos projetos.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">A Capella Columnar converge a an\u00e1lise operacional e em tempo real<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Muitas organiza\u00e7\u00f5es, inclusive clientes do Couchbase, adotaram a flexibilidade do JSON ao criar aplicativos cr\u00edticos para os neg\u00f3cios. No entanto, embora o JSON seja o formato de dados preferido dos programadores, ele pode ser dif\u00edcil de usar em sistemas anal\u00edticos tradicionais que esperam que os dados estejam em conformidade com estruturas mais r\u00edgidas. Sem estruturas formais, as equipes de business intelligence gastam muito tempo na transforma\u00e7\u00e3o e higieniza\u00e7\u00e3o dos dados apenas para incluir dados JSON operacionais em suas an\u00e1lises. \u00c9 por isso que muitos dados JSON permanecem inativos. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">O Couchbase \u00e9 o \u00fanico fornecedor de banco de dados NoSQL que oferece op\u00e7\u00f5es de armazenamento de valor-chave e colunar para cargas de trabalho operacionais e anal\u00edticas em uma \u00fanica plataforma, fornecendo aos clientes o poder e a flexibilidade para tornar os dados JSON \u00fateis na an\u00e1lise.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">O Capella Columnar aborda o desafio de analisar, transformar e persistir os dados JSON em um formato colunar pronto para an\u00e1lise. Ele suporta a ingest\u00e3o de dados em tempo real e de v\u00e1rias fontes, n\u00e3o apenas do Couchbase, mas tamb\u00e9m usando sistemas comuns como o Kafka para extrair dados de outros bancos de dados JSON ou SQL de terceiros. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ao usar o Capella iQ, nosso assistente de codifica\u00e7\u00e3o com tecnologia de IA, o Capella Columnar simplifica a an\u00e1lise escrevendo SQL++ para desenvolvedores, eliminando a necessidade de esperar pela equipe de BI. Depois que uma m\u00e9trica importante \u00e9 calculada, ela pode ser imediatamente gravada de volta no cluster operacional do Capella, que pode usar os dados da m\u00e9trica dentro do aplicativo.<\/span><\/p>\n<div id=\"attachment_16251\" style=\"width: 910px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/Columnar-Architecture-Image-Overview-DS.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-16251\" class=\"wp-image-16251 size-large\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/Columnar-Architecture-Image-Overview-DS-1024x582.png\" alt=\"Capella Columnar Overview\" width=\"900\" height=\"512\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/Columnar-Architecture-Image-Overview-DS-1024x582.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/Columnar-Architecture-Image-Overview-DS-300x171.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/Columnar-Architecture-Image-Overview-DS-768x437.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/Columnar-Architecture-Image-Overview-DS-1536x873.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/Columnar-Architecture-Image-Overview-DS-1320x750.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/Columnar-Architecture-Image-Overview-DS.png 1928w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><p id=\"caption-attachment-16251\" class=\"wp-caption-text\">Vis\u00e3o geral do Capella Columnar<\/p><\/div>\n<p><span style=\"font-weight: 400;\">O Capella Columnar reduz a lat\u00eancia, a complexidade e o custo para capacitar as organiza\u00e7\u00f5es a criar aplicativos adapt\u00e1veis em tempo real. Por exemplo, ele pode permitir experi\u00eancias mais personalizadas em um aplicativo de com\u00e9rcio eletr\u00f4nico para que os varejistas possam fornecer ofertas personalizadas que aumentem a receita, ou criar m\u00e9tricas voltadas para o cliente em um aplicativo de jogos para acelerar o envolvimento. \u00c0 medida que a IA aprimora esses aplicativos, o Capella Columnar posiciona o Couchbase para atender \u00e0 crescente demanda por solu\u00e7\u00f5es adaptativas inteligentes, personalizadas e de alto desempenho.<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Participe de nossos pr\u00f3ximos <a href=\"https:\/\/info.couchbase.com\/columnar_json_analytics_2024sep_registration.html\">webcast sobre Capella Columnar<\/a>.<\/li>\n<li>Veja o Capella Columnar em a\u00e7\u00e3o no v\u00eddeo de demonstra\u00e7\u00e3o a seguir:<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><iframe loading=\"lazy\" title=\"Servi\u00e7os colunares do Couchbase Capella - Demonstra\u00e7\u00e3o de an\u00e1lise operacional\" width=\"900\" height=\"506\" src=\"https:\/\/www.youtube.com\/embed\/EZWZUl5TBYM?feature=oembed&#038;enablejsapi=1&#038;origin=https:\/\/www.couchbase.com\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">Couchbase Mobile com Vector Search permite IA da nuvem para a borda<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A pesquisa \u00e9 um meio onipresente de intera\u00e7\u00e3o do usu\u00e1rio em aplicativos m\u00f3veis e, como tal, deve sempre retornar respostas personalizadas no contexto para causar impacto. Mas pesquisar apenas palavras e frases espec\u00edficas n\u00e3o \u00e9 suficiente para produzir resultados precisos que realmente envolvam. Para estabelecer uma conex\u00e3o pessoal, voc\u00ea precisa de uma pesquisa sem\u00e2ntica para obter correspond\u00eancias que sejam significativas para o usu\u00e1rio. \u00c9 a\u00ed que entra a pesquisa vetorial. A pesquisa vetorial vai al\u00e9m de simplesmente encontrar palavras correspondentes, ela encontra informa\u00e7\u00f5es relacionadas com base no significado central da entrada, o que a torna a melhor op\u00e7\u00e3o para fornecer informa\u00e7\u00f5es relevantes que se conectam com os usu\u00e1rios.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A maioria dos outros fornecedores de bancos de dados s\u00f3 oferece pesquisa vetorial na nuvem, o que torna a funcionalidade sujeita \u00e0 lat\u00eancia da Internet e a torna in\u00fatil sem conectividade - o que n\u00e3o \u00e9 bom para aplicativos m\u00f3veis! O que \u00e9 necess\u00e1rio \u00e9 uma maneira de aproveitar a pesquisa vetorial e a IA na borda sem depender da Internet.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">O lan\u00e7amento de <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/pt\/downloads\/?family=couchbase-lite\"><span style=\"font-weight: 400;\">Couchbase Mobile 3.2<\/span><\/a><span style=\"font-weight: 400;\"> completa nossa vis\u00e3o de \"IA da nuvem \u00e0 borda\" ao oferecer pesquisa vetorial no dispositivo com o Couchbase Lite, o banco de dados incorporado para aplicativos m\u00f3veis e de IoT. Agora, os desenvolvedores de dispositivos m\u00f3veis podem aproveitar os recursos de pesquisa vetorial na borda sem depender da Internet, permitindo os aplicativos GenAI mais r\u00e1pidos, seguros e confi\u00e1veis poss\u00edveis.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Al\u00e9m disso, o suporte \u00e0 pesquisa vetorial no Couchbase Mobile torna os resultados da IA generativa mais precisos, permitindo a Retrieval Augmented Generation, ou \"RAG\", uma t\u00e9cnica arquitet\u00f4nica em que os dados vetoriais locais no dispositivo s\u00e3o passados junto com os prompts para fornecer melhor precis\u00e3o e contexto para as respostas LLM. Isso permite que os desenvolvedores aproveitem o RAG para que a GenAI crie aplicativos personalizados e envolventes que funcionem na borda sem comprometer a privacidade<\/span><\/p>\n<p><span style=\"font-weight: 400;\">E a capacidade de pesquisa de vetores na borda, inclusive no dispositivo, traz benef\u00edcios espec\u00edficos de seguran\u00e7a e privacidade para os recursos alimentados por IA. Ao processar dados na borda, voc\u00ea garante a privacidade porque os dados confidenciais nunca precisam sair da borda. Os desenvolvedores podem criar aplicativos GenAI que s\u00e3o executados no dispositivo ou na borda sem a preocupa\u00e7\u00e3o de alimentar modelos p\u00fablicos com dados confidenciais ou privados.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Todos esses benef\u00edcios s\u00e3o ampliados quando combinados com a pesquisa vetorial no Couchbase Capella e no Couchbase Server, permitindo o suporte \u00e0 IA de ponta a ponta na nuvem.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Os casos de uso da pesquisa vetorial na borda incluem:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\"><b>Varejo<\/b><span style=\"font-weight: 400;\">: Os dados incorporados e o processamento de IA em quiosques de lojas e aplicativos de PDV aprimoram o processo de checkout e de pesquisa de itens com a correspond\u00eancia de imagens com pesquisa vetorial, tudo isso sem depend\u00eancias da Internet.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Jogos para celular<\/b><span style=\"font-weight: 400;\">: Aprimore a jogabilidade com personagens n\u00e3o-jogadores baseados em LLM que interagem mais naturalmente com jogadores reais. O processamento no dispositivo elimina o tempo de inatividade do jogo.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Assist\u00eancia m\u00e9dica<\/b><span style=\"font-weight: 400;\">: Habilite aplicativos personalizados que envolvam os pacientes no contexto usando dados locais. Ao processar dados e IA no dispositivo, as informa\u00e7\u00f5es do paciente s\u00e3o mantidas confidenciais e privadas.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Outros casos de uso incluem chatbots, detec\u00e7\u00e3o de fraudes, manuten\u00e7\u00e3o preditiva, e a lista continua! <\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><span style=\"font-weight: 400;\">Leia este blog para saber mais sobre <a href=\"https:\/\/www.couchbase.com\/blog\/pt\/vector-search-at-the-edge-with-couchbase-mobile\/\">Pesquisa vetorial do Couchbase Mobile<\/a> detalhes e casos de uso<\/span>.<\/li>\n<li><span style=\"font-weight: 400;\">O v\u00eddeo a seguir explica os benef\u00edcios da pesquisa vetorial da nuvem para a borda com o Couchbase Mobile 3.2:<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><iframe loading=\"lazy\" title=\"Couchbase Mobile Vector Search da nuvem para a borda\" width=\"900\" height=\"506\" src=\"https:\/\/www.youtube.com\/embed\/yGiTZXI2hLk?feature=oembed&#038;enablejsapi=1&#038;origin=https:\/\/www.couchbase.com\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">A camada gratuita do Couchbase Capella acelera o aprendizado e a ado\u00e7\u00e3o\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Com a introdu\u00e7\u00e3o do Capella Free Tier, o Couchbase est\u00e1 dando aos desenvolvedores o tempo que eles precisam para aprender o Capella em seu pr\u00f3prio ritmo, reter o trabalho e promover projetos em ambientes de teste e produ\u00e7\u00e3o sem se preocupar com faturamento ou datas de expira\u00e7\u00e3o. Com modelos de cluster pr\u00e9-configurados, que variam de um a cinco n\u00f3s, o Capella Free Tier simplifica o aprendizado, o desenvolvimento e a implementa\u00e7\u00e3o de aplicativos no Capella em produ\u00e7\u00e3o.<\/span><\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/08\/image1-5.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-16243\" style=\"border: 1px black solid;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/08\/image1-5.png\" alt=\"\" width=\"897\" height=\"587\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/08\/image1-5.png 897w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/08\/image1-5-300x196.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/08\/image1-5-768x503.png 768w\" sizes=\"auto, (max-width: 897px) 100vw, 897px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">A camada gratuita do Couchbase Capella oferece v\u00e1rios benef\u00edcios que a tornam uma op\u00e7\u00e3o atraente para desenvolvedores e pequenos projetos:<\/span><\/p>\n<p style=\"padding-left: 40px;\"><b>Sem custo<\/b><span style=\"font-weight: 400;\">: Os desenvolvedores come\u00e7am a usar o Capella sem nenhum compromisso financeiro, o que o torna ideal para aprendizado, desenvolvimento e pequenos projetos.\u00a0<\/span><\/p>\n<p style=\"padding-left: 40px;\"><b>Perp\u00e9tuo<\/b><span style=\"font-weight: 400;\">: A camada gratuita est\u00e1 dispon\u00edvel perpetuamente, sem ser sobrecarregada por limites de tempo, desde que o banco de dados seja usado ativamente, o que o torna adequado para a explora\u00e7\u00e3o e a avalia\u00e7\u00e3o de novos recursos \u00e0 medida que s\u00e3o disponibilizados. Isso tamb\u00e9m pode promover a colabora\u00e7\u00e3o, pois os desenvolvedores podem convidar outros usu\u00e1rios para trabalhar e iterar seus projetos \u00e0 medida que eles evoluem.<\/span><\/p>\n<p style=\"padding-left: 40px;\"><b>Experi\u00eancia otimizada do desenvolvedor<\/b><span style=\"font-weight: 400;\">: O aprendizado \u00e9 uma jornada cont\u00ednua.  A natureza perp\u00e9tua da camada gratuita contribui para essa experi\u00eancia, de modo que a jornada de aprendizado dos usu\u00e1rios n\u00e3o \u00e9 encerrada abruptamente ap\u00f3s 30 dias.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ao liberar o acesso gratuito para os desenvolvedores ao Capella DBaaS, o Couchbase ajuda os desenvolvedores a trabalhar mais rapidamente para criar aplicativos adapt\u00e1veis.<\/span><\/p>\n<p><em>O n\u00edvel gratuito da Capella est\u00e1 dispon\u00edvel a partir de segunda-feira, 9 de setembro.<\/em><\/p>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">Avan\u00e7os na produtividade do desenvolvedor<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Para acelerar a produtividade do desenvolvedor, o Couchbase Capella oferece <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/pt\/ai-cloud-services\/\"><span style=\"font-weight: 400;\">Capella iQ<\/span><\/a><span style=\"font-weight: 400;\">o assistente de codifica\u00e7\u00e3o com tecnologia de IA incorporado ao Capella Workbench, bem como IDEs populares como <a href=\"https:\/\/www.couchbase.com\/blog\/pt\/couchbase-vscode-remote-development-environments\/\">C\u00f3digo do Visual Studio<\/a> e <a href=\"https:\/\/www.couchbase.com\/blog\/pt\/a-tour-couchbase-jetbrains-plugin-developers\/\">JetBrains<\/a>. Com o iQ, a Capella ajuda a acelerar o desenvolvimento de aplicativos, permitindo que os desenvolvedores emitam solicita\u00e7\u00f5es em linguagem simples que s\u00e3o transformadas em consultas SQL sofisticadas e trechos de c\u00f3digo inicial.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"Um tour pelo plug-in JetBrains do Couchbase para desenvolvedores\" width=\"900\" height=\"506\" src=\"https:\/\/www.youtube.com\/embed\/xCKhzo2jSv4?feature=oembed&#038;enablejsapi=1&#038;origin=https:\/\/www.couchbase.com\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p><span style=\"font-weight: 400;\">Outros recursos novos\/atualizados que aceleram a produtividade do desenvolvedor incluem estes plug-ins e extens\u00f5es:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Shell do Couchbase (cbshell) v.1.0, <a href=\"https:\/\/couchbase.sh\/\">agora com suporte \u00e0 pesquisa vetorial<\/a><\/span><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/cbl-ionic.dev\/\">Couchbase Lite para Ionic<\/a> desenvolvimento de aplicativos m\u00f3veis multiplataforma<\/span><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/couchbase-ruby-orm.com\/docs\/tutorial-ruby-couchbase-orm\/introduction\">Mapeamento objeto-relacional do Ruby Couchbase<\/a> (ORM).\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">H\u00e1 tamb\u00e9m muitas novas integra\u00e7\u00f5es de IA para os desenvolvedores aproveitarem:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Extens\u00f5es LangChain:<\/span>\n<ul>\n<li style=\"font-weight: 400;\"><a href=\"https:\/\/python.langchain.com\/v0.2\/docs\/integrations\/llm_caching\/#couchbase-semantic-cache\"><span style=\"font-weight: 400;\">Cache sem\u00e2ntico (alimentado por pesquisa vetorial)<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\"><a href=\"https:\/\/python.langchain.com\/v0.2\/docs\/integrations\/memory\/couchbase_chat_message_history\/\"><span style=\"font-weight: 400;\">Armazenamento do hist\u00f3rico de mensagens de bate-papo (cache de conversas)<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">NVIDIA NIM\/NeMo - acelere as fases de recupera\u00e7\u00e3o e gera\u00e7\u00e3o dos pipelines RAG do Couchbase usando o NVIDIA NIM\/NeMo. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/pt\/accelerate-rag-ai-couchbase-nvidia\/\"><span style=\"font-weight: 400;\">Saiba mais neste blog<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/docs.langflow.org\/components-vector-stores\">Langflow<\/a>: C\u00f3digo baixo <\/span><span style=\"font-weight: 400;\">estrutura visual para criar aplicativos multiagentes e RAG usando o Couchbase como um armazenamento de vetores<\/span><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.couchbase.com\/blog\/pt\/develop-performant-rag-apps-with-couchbase-and-vectorize\/\">Vetorizar<\/a>: Experimente e crie um pipeline RAG de alto desempenho para garantir que os aplicativos de IA de gera\u00e7\u00e3o e os agentes de IA sempre tenham o contexto mais relevante.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Resumo<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Carl Olofson, vice-presidente de pesquisa da IDC, compartilha os benef\u00edcios desses avan\u00e7os:<\/span><\/p>\n<blockquote><p><em><span style=\"font-weight: 400;\">O Couchbase j\u00e1 oferece um recurso de gerenciamento de dados altamente flex\u00edvel, combinando seu modelo de documento JSON b\u00e1sico com a capacidade de gerenciar os dados em uma rede. Agora, eles adicionaram o suporte ao processamento de transa\u00e7\u00f5es anal\u00edticas combinadas que aproveita a vantagem de desempenho do gerenciamento de dados colunares juntamente com a pesquisa vetorial para dar suporte a aplicativos que exigem acesso inteligente a dados na velocidade dos neg\u00f3cios. Esses s\u00e3o recursos que o mercado tem procurado, mas que s\u00e3o dif\u00edceis de encontrar em um \u00fanico produto.<\/span><\/em><\/p><\/blockquote>\n<hr \/>\n<p><span style=\"font-weight: 400;\">Com os recursos de pesquisa vetorial Capella Columnar e Couchbase Mobile em uma \u00fanica plataforma de banco de dados, juntamente com a capacidade de come\u00e7ar com atrito zero usando o Capella Free Tier, bem como aproveitar as integra\u00e7\u00f5es de IA, o Couchbase ajuda os clientes a reduzir custos e simplificar as opera\u00e7\u00f5es, permitindo que os desenvolvedores criem aplicativos adapt\u00e1veis confi\u00e1veis e alimentados por IA que s\u00e3o executados da nuvem \u00e0 borda.<\/span><\/p>\n<h3>E agora?<\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Participe de nossa <a href=\"https:\/\/info.couchbase.com\/columnar_json_analytics_2024sep_registration.html\">Webcast da Capella Columnar<\/a><\/li>\n<li><a href=\"https:\/\/cloud.couchbase.com\">Comece a usar o Couchbase Capella hoje mesmo<\/a><\/li>\n<li>Assista ao nosso <a href=\"https:\/\/www.youtube.com\/watch?v=3rM3X5x5Gs8&amp;list=PLcspbWiU9RuuvaTJHQv9Nijq7f9wKYcdt\">Lista de reprodu\u00e7\u00e3o de v\u00eddeos de demonstra\u00e7\u00e3o<\/a>:<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><iframe loading=\"lazy\" title=\"Couchbase Capella - Veja. Try It Playlist\" width=\"900\" height=\"506\" src=\"https:\/\/www.youtube.com\/embed\/3rM3X5x5Gs8?list=PLcspbWiU9RuuvaTJHQv9Nijq7f9wKYcdt\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Today we are pleased to announce three major advancements for Capella, the cloud database platform for modern applications, including GenAI, vector search, and mobile application services. First, the general availability of Capella Columnar, which enables real-time, zero ETL JSON-native data [&hellip;]<\/p>","protected":false},"author":68550,"featured_media":16239,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[10129,2242,2225,1810,1816,7666,9973,9407,9937],"tags":[10062,9873,9963,9984,9980],"ppma_author":[8920],"class_list":["post-16238","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-columnar","category-connectors","category-cloud","category-couchbase-mobile","category-couchbase-server","category-edge-computing","category-generative-ai-genai","category-ruby","category-vector-search","tag-2024-themes","tag-jetbrains","tag-langchain","tag-orm","tag-vectorize-io"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.7) - 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