{"id":17680,"date":"2025-10-29T09:00:24","date_gmt":"2025-10-29T16:00:24","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=17680"},"modified":"2025-10-31T12:01:49","modified_gmt":"2025-10-31T19:01:49","slug":"real-time-agentic-ai-confluent-cloud","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/pt\/real-time-agentic-ai-confluent-cloud\/","title":{"rendered":"Liberte a IA ag\u00eantica em tempo real com agentes de streaming no Confluent Cloud e no Couchbase"},"content":{"rendered":"<p>Estamos entusiasmados com a parceria com a Confluent, que hoje anuncia os novos recursos para <a href=\"https:\/\/www.confluent.io\/product\/streaming-agents\/\" target=\"_blank\" rel=\"noopener\">Agentes de streaming<\/a> no Confluent Cloud e um novo mecanismo de contexto em tempo real. Unificando o processamento de dados e os fluxos de trabalho de IA ag\u00eantica, os Streaming Agents permitem que os desenvolvedores criem, implementem e orquestrem agentes orientados a eventos usando o Apache Flink\u00ae e o Apache Kafka\u00ae totalmente gerenciados em uma plataforma unificada. Os novos recursos de hoje levam isso mais longe, ajudando as equipes a criar agentes confi\u00e1veis com mais rapidez e facilidade, obter observabilidade aprimorada e melhorar a tomada de decis\u00f5es de IA com contexto em tempo real.<\/p>\n<p>Como parceiro da Confluent, vemos em primeira m\u00e3o por que a introdu\u00e7\u00e3o dos Streaming Agents foi t\u00e3o importante. Em sua ess\u00eancia, todo problema de IA \u00e9 um problema de dados. Quando os dados est\u00e3o obsoletos, incompletos ou inacess\u00edveis, at\u00e9 mesmo os agentes mais sofisticados e os modelos de linguagem ampla (LLMs) n\u00e3o conseguem fornecer resultados confi\u00e1veis.<\/p>\n<p>Era exatamente isso que o mercado exigia: uma solu\u00e7\u00e3o para a cria\u00e7\u00e3o de sistemas multiagentes dimension\u00e1veis que fossem orientados por eventos, reproduz\u00edveis e baseados em dados novos e contextualizados. Os desenvolvedores precisavam de uma plataforma \u00fanica que n\u00e3o fornecesse apenas ferramentas isoladas, mas que lhes permitisse obter dados facilmente, passar de forma confi\u00e1vel do prot\u00f3tipo para a produ\u00e7\u00e3o e obter a observabilidade necess\u00e1ria para depurar, avaliar e iterar o que est\u00e1 realmente acontecendo dentro de seus agentes.<\/p>\n<h2 style=\"font-weight: 400;\">Agentes de streaming potencializam a automa\u00e7\u00e3o inteligente e com reconhecimento de contexto<\/h2>\n<p>Incorporados aos fluxos de dados com acesso \u00e0 vis\u00e3o mais recente, completa e precisa dos eventos operacionais, os Streaming Agents atuam efetivamente como os \u201colhos e ouvidos\u201d da empresa. Eles foram projetados para lidar com grandes volumes de dados em tempo real e com o contexto em evolu\u00e7\u00e3o, o que os torna ideais para casos de uso corporativo em que informa\u00e7\u00f5es novas, precis\u00e3o e observabilidade s\u00e3o essenciais. Ao monitorar continuamente os fluxos de dados e usar o contexto de diversas fontes, os Streaming Agents podem tomar decis\u00f5es inteligentes e informadas e automatizar a\u00e7\u00f5es que geram melhores resultados.<\/p>\n<p><b>Os casos de uso de alto valor incluem:<\/b><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Preven\u00e7\u00e3o de fraudes em tempo real<\/b> - Ingerir e processar continuamente dados de transa\u00e7\u00f5es, detectar anomalias e bloquear automaticamente atividades suspeitas.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Otimiza\u00e7\u00e3o inteligente da cadeia de suprimentos<\/b> - Acompanhe o estoque, as remessas e os sinais de demanda em tempo real, reordenando automaticamente o estoque, redirecionando as remessas ou ajustando as programa\u00e7\u00f5es de produ\u00e7\u00e3o com base em condi\u00e7\u00f5es reais.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Suporte din\u00e2mico ao cliente<\/b> - Obtenha contexto ao vivo de sistemas de CRM, intera\u00e7\u00f5es de bate-papo e bases de conhecimento para fornecer respostas personalizadas e precisas no momento.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Vamos explorar esse \u00faltimo caso de uso de suporte ao cliente com mais detalhes. Imagine uma empresa global transmitindo eventos de bate-papo de clientes, atualiza\u00e7\u00f5es de CRM, sinais de invent\u00e1rio de produtos e feedback de agentes de servi\u00e7o para o Confluent Cloud. Um Streaming Agent criado com base no Flink:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Consome o evento de bate-papo ao vivo<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Enriquece-o com contexto (hist\u00f3rico do cliente, \u00faltima compra, t\u00edquetes abertos)<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Incorpora o bate-papo por meio de um modelo de incorpora\u00e7\u00e3o<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Executa uma pesquisa vetorial de milissegundos no Couchbase 8.0 para encontrar conversas anteriores semanticamente relevantes, artigos da base de conhecimento e a\u00e7\u00f5es de suporte<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Invoca uma ferramenta via MCP em tempo real (por exemplo, API de atualiza\u00e7\u00e3o de t\u00edquetes, ferramenta de agendamento de servi\u00e7os)<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Gera uma resposta por meio de um LLM com suporte do RAG<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Alimenta o resultado de volta ao Couchbase (atualiza\u00e7\u00e3o do estado da conversa) e ao t\u00f3pico do Kafka para auditoria\/an\u00e1lise<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>O resultado: um agente de suporte ao cliente que \u00e9 sens\u00edvel ao contexto, em tempo real, alimentado por sem\u00e2ntica + vetor, automatizado e totalmente observ\u00e1vel. A pilha de dados subjacente no Couchbase garante o conte\u00fado mais recente e a recupera\u00e7\u00e3o sem\u00e2ntica; o mecanismo de streaming Confluent garante fluxo orientado a eventos, orquestra\u00e7\u00e3o de ferramentas e escala de n\u00edvel de produ\u00e7\u00e3o.<\/p>\n<h2 style=\"font-weight: 400;\">O que h\u00e1 de novo na vers\u00e3o Q4\u201925<\/h2>\n<p>Com o Streaming Agents, todos os engenheiros podem usar as APIs conhecidas do Flink para criar agentes seguros e confi\u00e1veis, com suporte nativo para infer\u00eancia de modelos, chamadas de ferramentas com MCP, embeddings para RAG, fun\u00e7\u00f5es de ML integradas, tabelas externas, pesquisa e conex\u00f5es. A Confluent continua a expandir esses recursos e a oferecer experi\u00eancias de desenvolvedor mais simplificadas.<a href=\"https:\/\/www.confluent.io\/blog\/introducing-streaming-agents\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">\u00a0<\/a><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Defini\u00e7\u00e3o de agente<\/b> - Crie agentes rapidamente com apenas algumas linhas de c\u00f3digo e desbloqueie tarefas mais sofisticadas com melhores resultados, avaliando e adaptando iterativamente a chamada da ferramenta.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Observabilidade e depura\u00e7\u00e3o<\/b> - Obtenha visibilidade de todas as a\u00e7\u00f5es do agente, diagnostique facilmente os problemas para acelerar a resolu\u00e7\u00e3o e recupere-se de falhas de forma confi\u00e1vel.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Mecanismo de contexto em tempo real<\/b> - Usando o MCP (Model Context Protocol), forne\u00e7a contexto novo aos agentes de streaming, bem como a qualquer outro agente e aplicativo de IA para melhorar a tomada de decis\u00f5es e a qualidade dos resultados.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2 style=\"font-weight: 400;\">Sinergia com o Couchbase 8.0: uma plataforma de dados unificada para IA ag\u00eantica<\/h2>\n<p>Embora a estrutura de agente de streaming forne\u00e7a a orquestra\u00e7\u00e3o e a l\u00f3gica para a IA ag\u00eantica, a plataforma de dados subjacente \u00e9 igualmente essencial. \u00c9 a\u00ed que o Couchbase entra em cena, e o momento n\u00e3o poderia ser melhor com o recente lan\u00e7amento do <a href=\"https:\/\/www.couchbase.com\/blog\/pt\/press-releases\/couchbase-8-0-delivers-unified-data-platform-for-high-performance-ai-applications-at-scale\/\" target=\"_blank\" rel=\"noopener\">Couchbase 8.0<\/a>. Aqui est\u00e1 o que voc\u00ea deve saber:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Indexa\u00e7\u00e3o de vetores em hiperescala<\/b>: Couchbase 8.0 apresenta suporte <b>cargas de trabalho de pesquisa vetorial em escala de bilh\u00f5es<\/b> com lat\u00eancia de milissegundos e precis\u00e3o de recupera\u00e7\u00e3o ajust\u00e1vel. O benchmarking independente mostrou mais de 19.000 consultas por segundo com lat\u00eancia de 28 ms (66% de recupera\u00e7\u00e3o) e resultados s\u00f3lidos em configura\u00e7\u00f5es de recupera\u00e7\u00e3o mais altas.<a href=\"https:\/\/www.couchbase.com\/blog\/pt\/press-releases\/couchbase-8-0-delivers-unified-data-platform-for-high-performance-ai-applications-at-scale\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">\u00a0<\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Suporte unificado \u00e0 carga de trabalho<\/b>: A pesquisa vetorial n\u00e3o \u00e9 um complemento - ela faz parte da mesma plataforma que lida com acesso a valor-chave, documentos JSON, cache distribu\u00eddo, pesquisa (vetorial, texto, GEO), an\u00e1lise e sincroniza\u00e7\u00e3o m\u00f3vel para aplicativos off-line primeiro. Isso significa que as cargas de trabalho operacionais, de IA\/agen\u00e9tica e anal\u00edticas coexistem sem a necessidade de unir v\u00e1rios silos de dados.<a href=\"https:\/\/www.couchbase.com\/blog\/pt\/couchbase-8-hyperscale-ai\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">\u00a0<\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Contexto, atualiza\u00e7\u00e3o e confian\u00e7a em tempo real<\/b>: A IA de agentes depende de um contexto preciso e oportuno. Se a camada de recupera\u00e7\u00e3o de vetores estiver obsoleta, desconectada ou com alta lat\u00eancia, os agentes downstream ser\u00e3o prejudicados. O Couchbase 8.0 refor\u00e7a a capacidade de fornecer novas incorpora\u00e7\u00f5es, atualiza\u00e7\u00f5es de documentos em tempo real e atualiza\u00e7\u00f5es de \u00edndices em tempo real, que s\u00e3o essenciais para o padr\u00e3o de agente de streaming.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2 style=\"font-weight: 400;\">Agentes de streaming + Couchbase = IA ag\u00eantica em tempo real em escala<\/h2>\n<p>Veja como a parceria se desenrola e por que acreditamos que ela oferece uma base atraente para sistemas ag\u00eanticos empresariais de \u00faltima gera\u00e7\u00e3o:<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ingest\u00e3o em tempo real e contexto de streaming<\/b>: Com o Confluent Cloud executando Kafka + Flink + Streaming Agents, os eventos operacionais s\u00e3o capturados, processados, enriquecidos e transformados em tempo real.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Agentes de streaming incorporam fluxos de trabalho de IA<\/b>: Os desenvolvedores usam as APIs do Flink para incorporar fun\u00e7\u00f5es de ML, chamar ferramentas, invocar LLMs ou outros modelos, vetorizar conte\u00fado n\u00e3o estruturado, unir o contexto de streaming a tabelas externas e orquestrar fluxos de trabalho.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Feed de pesquisa vetorial do Couchbase<\/b>: Os dados, as incorpora\u00e7\u00f5es, as atualiza\u00e7\u00f5es de documentos e o contexto mais recentes est\u00e3o no Couchbase. Os agentes de streaming podem se vincular ao \u00edndice de vetores do Couchbase para fornecer recupera\u00e7\u00e3o sem\u00e2ntica + contextual aos agentes, alimentando assim o RAG, chatbots contextuais, l\u00f3gica de decis\u00e3o em tempo real, investiga\u00e7\u00e3o de anomalias etc.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Sistemas ag\u00eanticos adaptativos de loop fechado<\/b>: O pipeline de streaming pode realimentar os resultados e as atualiza\u00e7\u00f5es do agente no Couchbase. Com o tempo, os agentes aprendem, ajustam-se e o armazenamento de contexto \u00e9 atualizado. A plataforma unificada oferece suporte a aplicativos operacionais em escala de produ\u00e7\u00e3o, e n\u00e3o apenas a pipelines de ML \u00fanicos.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h2 style=\"font-weight: 400;\">Recursos adicionais<\/h2>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Explore o blog do Couchbase sobre o lan\u00e7amento do <a href=\"https:\/\/www.couchbase.com\/blog\/pt\/couchbase-8-hyperscale-ai\/\" target=\"_blank\" rel=\"noopener\">Couchbase 8.0: plataforma de dados unificada para aplicativos de IA em hiperescala<\/a>.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Leia o blog da Confluent <a href=\"https:\/\/www.confluent.io\/blog\/introducing-streaming-agents\" target=\"_blank\" rel=\"noopener\">Apresentando o Streaming Agents no Confluent Cloud<\/a>.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Saiba mais sobre os servi\u00e7os da Confluent<a href=\"https:\/\/www.confluent.io\/product\/streaming-agents\/\" target=\"_blank\" rel=\"noopener\"> Agentes de streaming<\/a> e experimente o<a href=\"https:\/\/github.com\/confluentinc\/quickstart-streaming-agents\/\" target=\"_blank\" rel=\"noopener\"> In\u00edcio r\u00e1pido dos agentes de streaming<\/a>.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Visite a documenta\u00e7\u00e3o do <a href=\"https:\/\/www.couchbase.com\/blog\/pt\/fully-managed-couchbase-connector-for-confluent-cloud\/\" target=\"_blank\" rel=\"noopener\">conector Couchbase totalmente gerenciado<\/a> para o Confluent Cloud.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Comece a usar sua conta gratuita do Couchbase Capella <a href=\"https:\/\/cloud.couchbase.com\/sign-up\" target=\"_blank\" rel=\"noopener\">aqui<\/a>.<\/p>\n<p><a href=\"https:\/\/cloud.couchbase.com\/sign-up\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-16409 size-large\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/10\/capella-cloud-dbaas-couchbase-signup-free-1024x835.png\" alt=\"\" width=\"900\" height=\"734\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/10\/capella-cloud-dbaas-couchbase-signup-free-1024x835.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/10\/capella-cloud-dbaas-couchbase-signup-free-300x245.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/10\/capella-cloud-dbaas-couchbase-signup-free-768x626.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/10\/capella-cloud-dbaas-couchbase-signup-free-1536x1252.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/10\/capella-cloud-dbaas-couchbase-signup-free-2048x1670.png 2048w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/10\/capella-cloud-dbaas-couchbase-signup-free-1320x1076.png 1320w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>We\u2019re thrilled to be partnered with Confluent today as they announce the new features for Streaming Agents on Confluent Cloud and a new Real-Time Context Engine. Unifying data processing and agentic AI workflows, Streaming Agents enable developers to build, deploy, [&hellip;]<\/p>\n","protected":false},"author":85679,"featured_media":17686,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[10123,3917,9921],"tags":[9786,9765,9870],"ppma_author":[10163,9587],"class_list":["post-17680","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-agentic-ai-apps","category-company","category-partners","tag-apache-kafka","tag-confluent","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>Unleash Real-Time Agentic AI With Streaming Agents on Confluent Cloud and Couchbase<\/title>\n<meta name=\"description\" content=\"We\u2019re thrilled to be partnered with Confluent today as they announce the new features for Streaming Agents on Confluent Cloud and a new Real-Time Context Engine.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/pt\/real-time-agentic-ai-confluent-cloud\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Unleash Real-Time Agentic AI With Streaming Agents on Confluent Cloud and Couchbase\" \/>\n<meta property=\"og:description\" content=\"We\u2019re thrilled to be partnered with Confluent today as they announce the new features for Streaming Agents on Confluent Cloud and a new Real-Time Context Engine.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/pt\/real-time-agentic-ai-confluent-cloud\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" 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