{"id":6423,"date":"2025-05-15T12:49:31","date_gmt":"2025-05-15T12:49:31","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6423"},"modified":"2025-05-15T12:49:31","modified_gmt":"2025-05-15T12:49:31","slug":"%e6%b7%b1%e5%85%a5%e7%90%86%e8%a7%a3langgraph%ef%bc%9a%e6%9e%84%e5%bb%ba%e6%99%ba%e8%83%bdai%e5%b7%a5%e4%bd%9c%e6%b5%81%e7%9a%84%e6%96%b0%e8%8c%83%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/pt\/archives\/6423","title":{"rendered":"Uma compreens\u00e3o mais profunda do LangGraph: um novo paradigma para a cria\u00e7\u00e3o de fluxos de trabalho de IA inteligentes"},"content":{"rendered":"<p>No r\u00e1pido desenvolvimento atual da tecnologia de IA, o tratamento de tarefas complexas de IA tornou-se um desafio importante para as empresas e os programadores. As estruturas tradicionais de invoca\u00e7\u00e3o em cadeia ficam sobrecarregadas quando enfrentam cen\u00e1rios como o racioc\u00ednio em v\u00e1rias etapas, a tomada de decis\u00f5es din\u00e2micas e a colabora\u00e7\u00e3o entre v\u00e1rias intelig\u00eancias. O LangGraph, uma estrutura revolucion\u00e1ria de IA, oferece-nos uma nova solu\u00e7\u00e3o para a cria\u00e7\u00e3o de fluxos de trabalho inteligentes atrav\u00e9s do modelo de mentalidade gr\u00e1fica.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_180727_416_cleanup-realesr-animevideov3-x2-x2.png\" alt=\"\" class=\"wp-image-1230\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u6838\u5fc3\u7406\u5ff5\u4e0e\u8bbe\u8ba1\u54f2\u5b66\">O conceito central e a filosofia de conce\u00e7\u00e3o do LangGraph<\/h2>\n\n\n\n<p>O conceito central do LangGraph \u00e9 tratar as tarefas complexas de IA como uma estrutura gr\u00e1fica dirigida, em que cada n\u00f3 representa uma unidade de execu\u00e7\u00e3o e as arestas definem o fluxo e as condi\u00e7\u00f5es de execu\u00e7\u00e3o. Esta filosofia de conce\u00e7\u00e3o resulta de uma compreens\u00e3o profunda da complexidade dos problemas do mundo real.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4e3a\u4ec0\u4e48\u9700\u8981langgraph\">Porque \u00e9 que precisa do LangGraph?<\/h3>\n\n\n\n<p>\u00c0 medida que as empresas avan\u00e7am para organiza\u00e7\u00f5es mais inteligentes e orientadas para os dados, a necessidade de sistemas que possam fazer mais do que apenas responder a perguntas simples est\u00e1 a crescer rapidamente. As organiza\u00e7\u00f5es j\u00e1 n\u00e3o est\u00e3o satisfeitas com sistemas de IA que apenas respondem a pedidos, mas precisam de sistemas que possam pensar, planear e agir. Estes sistemas de pr\u00f3xima gera\u00e7\u00e3o devem ser capazes de:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Coordena\u00e7\u00e3o num processo em v\u00e1rias etapas<\/li>\n\n\n\n<li>Sele\u00e7\u00e3o da tecnologia ou fonte de dados mais adequada<\/li>\n\n\n\n<li>Recupera\u00e7\u00e3o e racioc\u00ednio sobre informa\u00e7\u00f5es contextuais<\/li>\n\n\n\n<li>Execu\u00e7\u00e3o aut\u00f3noma de decis\u00f5es sem interven\u00e7\u00e3o humana cont\u00ednua<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_193006_975_cleanup-scaled.jpg\" alt=\"\" class=\"wp-image-1242\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u56fe\u7ed3\u6784\u7684\u4e09\u5927\u8981\u7d20\">Os tr\u00eas elementos principais da estrutura do diagrama<\/h3>\n\n\n\n<p>O n\u00facleo do LangGraph assenta em tr\u00eas elementos-chave:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>N\u00f3<\/strong>Representa uma unidade independente e pode ser:\n<ul class=\"wp-block-list\">\n<li>N\u00f3s de agentes: encapsulam capacidades de agentes independentes<\/li>\n\n\n\n<li>N\u00f3 de ferramenta: chamar ferramentas espec\u00edficas<\/li>\n\n\n\n<li>N\u00f3 END: identifica\u00e7\u00e3o do fim do processo<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Borda<\/strong>Rotular o caminho de decis\u00e3o do fluxo de estados e decidir para que n\u00f3 saltar a seguir:\n<ul class=\"wp-block-list\">\n<li>Execu\u00e7\u00e3o sequencial (fluxo linear)<\/li>\n\n\n\n<li>Saltos condicionais (encaminhamento din\u00e2mico baseado no estado)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Estado<\/strong>: Ao longo do processo, registando os dados ou o estado da intera\u00e7\u00e3o, conduzindo o fluxo entre os n\u00f3s<\/li>\n<\/ol>\n\n\n\n<p>Esta conce\u00e7\u00e3o torna o LangGraph altamente modular e intuitivo, tornando-o particularmente adequado para sistemas empresariais que necessitam de seguir a l\u00f3gica do programa e a ramifica\u00e7\u00e3o condicional.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_173024_065.png\" alt=\"\" class=\"wp-image-1226\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u72b6\u6001\u7ba1\u7406\u4e0e\u5de5\u4f5c\u6d41\u6784\u5efa\">Gest\u00e3o de estados e constru\u00e7\u00e3o de fluxos de trabalho do LangGraph<\/h2>\n\n\n\n<p>A gest\u00e3o do estado \u00e9 uma das principais carater\u00edsticas do LangGraph, que define e mant\u00e9m o estado partilhado de todo o fluxo de trabalho atrav\u00e9s do modelo Pydantic.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u72b6\u6001\u5b9a\u4e49\u4e0e\u7ba1\u7406\">Defini\u00e7\u00e3o e gest\u00e3o do Estado<\/h3>\n\n\n\n<p>O LangGraph utiliza TypedDict ou Pydantic para definir a estrutura do estado, e cada n\u00f3 pode aceder e modificar este estado partilhado:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">classe AgentState(TypedDict).\n    mensagens: List[BaseMessage] # ConversationHistory\n    agent_outcome: str # Pr\u00f3xima decis\u00e3o\n    tool_response: str # resultado da chamada da ferramenta\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/accesswximg_cleanup-realesr-animevideov3-x2-x2_C.jpg\" alt=\"\" class=\"wp-image-1231\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u8282\u70b9\u7684\u5b9e\u73b0\">Implementa\u00e7\u00e3o de n\u00f3s<\/h3>\n\n\n\n<p>Os n\u00f3s s\u00e3o unidades de processamento que executam fun\u00e7\u00f5es espec\u00edficas, recebem o estado atual e devolvem o estado atualizado:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">def agent_decision_node(state: AgentState) -&gt; dict.\n    # Analisar a inten\u00e7\u00e3o do utilizador e tomar uma decis\u00e3o\n    \u00faltima_mensagem = estado[\"mensagens\"][-1].conte\u00fado\n    # Devolver a a\u00e7\u00e3o seguinte com base na inten\u00e7\u00e3o\n    return {\"agent_outcome\": decis\u00e3o}\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/640-2.png\" alt=\"\" class=\"wp-image-1237\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u5de5\u4f5c\u6d41\u7684\u7ec4\u88c5\">Montagem de fluxos de trabalho<\/h3>\n\n\n\n<p>Com a classe StateGraph, podemos reunir n\u00f3s e arestas em fluxos de trabalho completos:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">fluxo de trabalho = StateGraph(AgentState)\nworkflow.add_node(\"agent\", agent_decision_node)\nfluxo de trabalho.add_edge(\"agente\", \"ferramenta\")\nfluxo de trabalho.set_entry_point(\"agente\")\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/1745583376202-realesr-animevideov3-x2-x2.jpg\" alt=\"\" class=\"wp-image-1240\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u9ad8\u7ea7\u7279\u6027\u4e0e\u6700\u4f73\u5b9e\u8df5\">Carater\u00edsticas avan\u00e7adas e melhores pr\u00e1ticas do LangGraph<\/h2>\n\n\n\n<p>O LangGraph oferece uma s\u00e9rie de funcionalidades avan\u00e7adas que lhe permitem lidar com cen\u00e1rios mais complexos.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6761\u4ef6\u8def\u7531\u4e0e\u52a8\u6001\u51b3\u7b56\">Encaminhamento condicional e tomada de decis\u00e3o din\u00e2mica<\/h3>\n\n\n\n<p>O LangGraph suporta arestas condicionais, que podem determinar dinamicamente o caminho de execu\u00e7\u00e3o com base no estado:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">def router(estado).\n    se state[\"intent\"] == \"technical\".\n        return \"expert_agent\"\n    else: if state[\"intent\"] == \"technical\": return \"expert_agent\n        return \"agente_de_revis\u00e3o\"\n\nworkflow.add_conditional_edges(\"intent_agent\", router)\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u5faa\u73af\u63a7\u5236\u4e0e\u8fed\u4ee3\u4f18\u5316\">Controlo c\u00edclico e otimiza\u00e7\u00e3o iterativa<\/h3>\n\n\n\n<p>Ao contr\u00e1rio dos DAGs (gr\u00e1ficos ac\u00edclicos direcionados) tradicionais, o LangGraph suporta uma estrutura c\u00edclica, o que permite implementar v\u00e1rias rondas de tomada de decis\u00f5es e mecanismos de repeti\u00e7\u00e3o:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ciclo de valida\u00e7\u00e3o-corre\u00e7\u00e3o: melhorar continuamente o resultado at\u00e9 que este cumpra os padr\u00f5es de qualidade<\/li>\n\n\n\n<li>Modelo auto-reflexivo: otimiza\u00e7\u00e3o cont\u00ednua dos resultados atrav\u00e9s de ciclos de feedback<\/li>\n\n\n\n<li>Decis\u00e3o de pesquisa em \u00e1rvore: suporta estrat\u00e9gias de pesquisa em profundidade ou em largura<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/640-1_cleanup.png\" alt=\"\" class=\"wp-image-1236\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u53ef\u89c6\u5316\u4e0e\u8c03\u8bd5\">Visualiza\u00e7\u00e3o e comissionamento<\/h3>\n\n\n\n<p>O LangGraph fornece visualiza\u00e7\u00f5es poderosas para visualizar estruturas de fluxo de trabalho:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\"># Gerar um gr\u00e1fico de sereia\nc\u00f3digo_sereia = graph.get_graph().draw_mermaid()\n# Guardar como imagem PNG\napp.get_graph().draw_mermaid_png(output_file_path=\"workflow_graph.png\")\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_173423_785_cleanup.png\" alt=\"\" class=\"wp-image-1228\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u5b9e\u6218\u5e94\u7528\u573a\u666f\">Cen\u00e1rios de aplica\u00e7\u00e3o pr\u00e1tica do LangGraph<\/h2>\n\n\n\n<p>O LangGraph tem uma vasta gama de cen\u00e1rios de aplica\u00e7\u00e3o em neg\u00f3cios reais, vamos analisar alguns exemplos da vida real para compreender o seu poder.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\">Sistema inteligente de atendimento ao cliente<\/h3>\n\n\n\n<p>Num cen\u00e1rio de servi\u00e7o ao cliente inteligente, o LangGraph pode criar um processo de decis\u00e3o complexo:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Reconhecimento de inten\u00e7\u00f5es<\/strong>An\u00e1lise dos dados do utilizador para identificar os tipos de problemas<\/li>\n\n\n\n<li><strong>Encaminhamento especializado<\/strong>Atribui\u00e7\u00e3o a diferentes agentes especializados com base no tipo de pergunta<\/li>\n\n\n\n<li><strong>di\u00e1logo a v\u00e1rios n\u00edveis<\/strong>Apoio \u00e0 compreens\u00e3o do contexto e \u00e0 intera\u00e7\u00e3o em v\u00e1rias rondas<\/li>\n\n\n\n<li><strong>colabora\u00e7\u00e3o homem-m\u00e1quina<\/strong>Introduzir a revis\u00e3o manual em pontos-chave<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6587\u672c\u5904\u7406\u6d41\u6c34\u7ebf\">Pipeline de processamento de texto<\/h3>\n\n\n\n<p>Criar um processo de processamento de texto inteligente em tr\u00eas passos:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\"># N\u00f3 de classifica\u00e7\u00e3o de texto\ndef classification_node(state):\n    # Classifica o texto como not\u00edcia, blogue, pesquisa ou outro.\n    return {\"classification\": classifica\u00e7\u00e3o}\n\n# N\u00f3 de extra\u00e7\u00e3o de entidades\ndef n\u00f3_extrac\u00e7\u00e3o_de_entidades(estado).\n    # Extrair entidades como pessoas, organiza\u00e7\u00f5es, locais, etc.\n    return {\"entities\": entities}\n\n# N\u00f3 de gera\u00e7\u00e3o de resumo\ndef n\u00f3_resumo(estado).\n    # Gerar um resumo em texto\n    return {\"summary\": summary}\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u591a\u667a\u80fd\u4f53\u534f\u4f5c\">colabora\u00e7\u00e3o multi-intelig\u00eancia<\/h3>\n\n\n\n<p>Em cen\u00e1rios empresariais complexos, \u00e9 necess\u00e1rio que v\u00e1rios agentes de IA trabalhem em conjunto:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>processamento paralelo<\/strong>V\u00e1rios peritos analisam as quest\u00f5es em simult\u00e2neo<\/li>\n\n\n\n<li><strong>Converg\u00eancia dos resultados<\/strong>Integra\u00e7\u00e3o de m\u00faltiplos pontos de vista para formar uma decis\u00e3o final<\/li>\n\n\n\n<li><strong>Tomada de decis\u00f5es em cascata<\/strong>Chamada din\u00e2mica de diferentes peritos com base nos resultados da an\u00e1lise preliminar<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/640.png\" alt=\"\" class=\"wp-image-1227\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u4e0e\u5176\u4ed6\u6846\u67b6\u7684\u5bf9\u6bd4\u4e0e\u9009\u62e9\">LangGraph vs. outras estruturas e escolhas<\/h2>\n\n\n\n<p>Ao escolher um quadro de IA, \u00e9 crucial compreender as carater\u00edsticas das diferentes ferramentas e os cen\u00e1rios em que s\u00e3o aplic\u00e1veis.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-langgraph-vs-langchain\">LangGraph vs LangChain<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>tomar<\/th><th>LangChain<\/th><th>LangGraph<\/th><\/tr><\/thead><tbody><tr><td>tarefa linear simples<\/td><td>Ajuste (por exemplo, cadeia de perguntas e respostas)<\/td><td>\u26a0\ufe0f sobreconcep\u00e7\u00e3o<\/td><\/tr><tr><td>processo complexo<\/td><td>Requer um estado de gest\u00e3o manual<\/td><td>Suporte nativo para loops\/ramifica\u00e7\u00f5es<\/td><\/tr><tr><td>Colabora\u00e7\u00e3o Multi-Agente<\/td><td>Depend\u00eancia de vari\u00e1veis partilhadas ou de chamadas de retorno<\/td><td>Encaminhamento visual<\/td><\/tr><tr><td>Tomada de decis\u00f5es din\u00e2mica<\/td><td>Condi\u00e7\u00f5es de c\u00f3digo r\u00edgido<\/td><td>Salto condicional em tempo real<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u9009\u62e9\u5efa\u8bae\">Conselhos de sele\u00e7\u00e3o<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Utilizar LangChain<\/strong>Quando o fluxo de tarefas \u00e9 fixo, por exemplo, tarefas simples encadeadas como \"pesquisa\u2192resumo\".<\/li>\n\n\n\n<li><strong>Utilizar o LangGraph<\/strong>: quando se trata de cen\u00e1rios complexos, como a tomada de decis\u00f5es din\u00e2micas, a colabora\u00e7\u00e3o multi-intelig\u00eancia, a otimiza\u00e7\u00e3o de circuitos, etc.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u72ec\u7279\u4f18\u52bf\">Vantagens exclusivas do LangGraph<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Persist\u00eancia de estado<\/strong>Suporte para recupera\u00e7\u00e3o de pontos de interrup\u00e7\u00e3o e recursos de viagem no tempo<\/li>\n\n\n\n<li><strong>Integra\u00e7\u00e3o profunda com LangChain<\/strong>: reutilizar todos os componentes do ecossistema LangChain<\/li>\n\n\n\n<li><strong>Carater\u00edsticas da empresa<\/strong>Monitoriza\u00e7\u00e3o, registo, controlo de vers\u00f5es e outras funcionalidades empresariais essenciais<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u7ed3\u8bed\">observa\u00e7\u00f5es finais<\/h2>\n\n\n\n<p>O LangGraph oferece uma nova forma de abordar tarefas complexas de IA, trazendo o pensamento gr\u00e1fico para a constru\u00e7\u00e3o de fluxos de trabalho de IA. N\u00e3o s\u00f3 resolve as limita\u00e7\u00f5es das estruturas de encadeamento tradicionais, como tamb\u00e9m fornece uma ferramenta poderosa para a cria\u00e7\u00e3o de sistemas inteligentes de n\u00edvel empresarial. \u00c0 medida que os cen\u00e1rios de aplica\u00e7\u00e3o de IA continuam a aprofundar-se, o dom\u00ednio de estruturas avan\u00e7adas como o LangGraph tornar-se-\u00e1 uma compet\u00eancia essencial para os programadores de IA.<\/p>\n\n\n\n<p>Quer se trate da constru\u00e7\u00e3o de sistemas inteligentes de servi\u00e7o ao cliente, condutas de an\u00e1lise de dados ou da realiza\u00e7\u00e3o de colabora\u00e7\u00e3o multi-intelig\u00eancia, o LangGraph demonstrou o seu valor \u00fanico. Utilizando razoavelmente as suas funcionalidades de gest\u00e3o de estados, encaminhamento condicional e controlo de ciclos, podemos construir aplica\u00e7\u00f5es de IA mais inteligentes, flex\u00edveis e fi\u00e1veis.<\/p>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\r\n<thead>\r\n<tr style=\"height: 48px;background-color: #f5f5f5\">\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">Para mais produtos, consultar<\/h4>\r\n<\/th>\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">Ver mais em<\/h4>\r\n<\/th>\r\n<\/tr>\r\n<\/thead>\r\n<tbody>\r\n<tr style=\"height: 63px\">\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/pt\/\" data-linktype=\"2\">ShirtAI - Intelig\u00eancia penetrante<\/a><\/td>\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/pt\/archives\/4425\/\" data-linktype=\"2\">O Grande Modelo do AIGC: inaugurando uma era de dupla revolu\u00e7\u00e3o na engenharia e na ci\u00eancia - Penetrating Intelligence<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 61px\">\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/pt\/\" data-linktype=\"2\">1:1 Restaura\u00e7\u00e3o de Claude e GPT Site oficial - AI Cloud Native<\/a><\/td>\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">Aplica\u00e7\u00e3o de jogos em direto Leitor de visualiza\u00e7\u00e3o de desporto HD global (recomendado) - Blueshirt Technology<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 54px\">\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">Servi\u00e7o de tr\u00e2nsito baseado na API oficial - API GPTMeta<\/a><\/td>\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">Ajuda, algu\u00e9m pode dar algumas dicas sobre como fazer perguntas no GPT? - Conhecimento<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 70px\">\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">Loja digital de bens virtuais globais - Global SmarTone (Feng Ling Ge)<\/a><\/td>\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">Qu\u00e3o poderosa \u00e9 a funcionalidade Claude airtfacts que o GPT instantaneamente n\u00e3o cheira bem? -BeepBeep<\/a><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>","protected":false},"excerpt":{"rendered":"<p>O LangGraph \u00e9 uma estrutura de IA revolucion\u00e1ria para o processamento de tarefas complexas atrav\u00e9s de estruturas de grafos, suportando o racioc\u00ednio em v\u00e1rias etapas, a tomada de decis\u00f5es din\u00e2mica e a colabora\u00e7\u00e3o multi-intelig\u00eancia. O seu n\u00facleo inclui a gest\u00e3o de n\u00f3s, arestas e estados, adequada para a cria\u00e7\u00e3o de fluxos de trabalho inteligentes. Em compara\u00e7\u00e3o com as estruturas de encadeamento tradicionais, o LangGraph est\u00e1 equipado com encaminhamento condicional, controlo de ciclos e visualiza\u00e7\u00e3o, e tem uma vasta gama de aplica\u00e7\u00f5es no servi\u00e7o inteligente ao cliente, no processamento de texto e noutros dom\u00ednios.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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