{"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\/es\/archives\/6423","title":{"rendered":"Una comprensi\u00f3n m\u00e1s profunda de LangGraph: un nuevo paradigma para construir flujos de trabajo inteligentes de IA"},"content":{"rendered":"<p>En el r\u00e1pido desarrollo actual de la tecnolog\u00eda de IA, la gesti\u00f3n de tareas de IA complejas se ha convertido en un reto importante para empresas y desarrolladores. Los marcos tradicionales de invocaci\u00f3n de cadenas se ven desbordados cuando se enfrentan a escenarios como el razonamiento en varios pasos, la toma de decisiones din\u00e1mica y la colaboraci\u00f3n multiinteligencia.LangGraph, un marco de IA revolucionario, nos proporciona una nueva soluci\u00f3n para construir flujos de trabajo inteligentes a trav\u00e9s del modelo de mentalidad 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\">Concepto b\u00e1sico y filosof\u00eda de dise\u00f1o de LangGraph<\/h2>\n\n\n\n<p>El concepto central de LangGraph es tratar las tareas complejas de IA como una estructura de grafos dirigidos, donde cada nodo representa una unidad de ejecuci\u00f3n y las aristas definen el flujo y las condiciones de ejecuci\u00f3n. Esta filosof\u00eda de dise\u00f1o parte de un profundo conocimiento de la complejidad de los problemas del mundo real.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4e3a\u4ec0\u4e48\u9700\u8981langgraph\">\u00bfPor qu\u00e9 necesita LangGraph?<\/h3>\n\n\n\n<p>A medida que las empresas avanzan hacia organizaciones m\u00e1s inteligentes y basadas en datos, crece r\u00e1pidamente la necesidad de sistemas que puedan hacer algo m\u00e1s que responder a preguntas sencillas. Las organizaciones ya no se conforman con sistemas de inteligencia artificial que solo respondan a las indicaciones, sino que necesitan sistemas que piensen, planifiquen y act\u00faen. Estos sistemas de nueva generaci\u00f3n deben ser capaces de:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Coordinaci\u00f3n en un proceso de varias etapas<\/li>\n\n\n\n<li>Selecci\u00f3n de la tecnolog\u00eda o fuente de datos m\u00e1s adecuada<\/li>\n\n\n\n<li>Recuperar informaci\u00f3n contextual y razonar sobre ella<\/li>\n\n\n\n<li>Ejecuci\u00f3n aut\u00f3noma de decisiones sin intervenci\u00f3n humana continua<\/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\">Los tres elementos principales de la estructura del diagrama<\/h3>\n\n\n\n<p>El n\u00facleo de LangGraph se basa en tres elementos clave:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Nodo<\/strong>: Representa una unidad independiente y puede ser:\n<ul class=\"wp-block-list\">\n<li>Nodos de agente: encapsulan capacidades de agentes independientes<\/li>\n\n\n\n<li>Nodo de herramientas: llamada a herramientas espec\u00edficas<\/li>\n\n\n\n<li>Nodo END: identificaci\u00f3n del final del proceso<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Borde<\/strong>Etiqueta la ruta de decisi\u00f3n del flujo de estado y decide a qu\u00e9 nodo saltar a continuaci\u00f3n:\n<ul class=\"wp-block-list\">\n<li>Ejecuci\u00f3n secuencial (flujo lineal)<\/li>\n\n\n\n<li>Saltos condicionales (enrutamiento din\u00e1mico basado en el estado)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Estado<\/strong>A lo largo del proceso, registrando los datos o el estado de la interacci\u00f3n, dirigiendo el flujo entre los nodos.<\/li>\n<\/ol>\n\n\n\n<p>Este dise\u00f1o hace que LangGraph sea altamente modular e intuitivo, lo que lo hace especialmente adecuado para sistemas empresariales que necesitan seguir la l\u00f3gica de programa y la ramificaci\u00f3n 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\">Gesti\u00f3n de estados y construcci\u00f3n de flujos de trabajo de LangGraph<\/h2>\n\n\n\n<p>La gesti\u00f3n del estado es una de las caracter\u00edsticas principales de LangGraph, que define y mantiene el estado compartido de todo el flujo de trabajo a trav\u00e9s del modelo Pydantic.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u72b6\u6001\u5b9a\u4e49\u4e0e\u7ba1\u7406\">Definici\u00f3n y gesti\u00f3n del Estado<\/h3>\n\n\n\n<p>LangGraph utiliza TypedDict o Pydantic para definir la estructura de estado, y cada nodo puede acceder y modificar este estado compartido:<\/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\">clase AgenteEstado(TypedDict).\n    messages: List[BaseMessage] # Historial del di\u00e1logo\n    agent_outcome: str # Pr\u00f3xima Decisi\u00f3n\n    tool_response: str # resultado de la llamada a la herramienta\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\">Implantaci\u00f3n de nodos<\/h3>\n\n\n\n<p>Los nodos son unidades de procesamiento que realizan funciones espec\u00edficas, reciben el estado actual y devuelven el estado actualizado:<\/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 agente_nodo_decision(estado: AgenteEstado) -&gt; dict.\n    # Analiza la intenci\u00f3n del usuario y toma una decisi\u00f3n\n    last_message = estado[\"mensajes\"][-1].contenido\n    # Devuelve la siguiente acci\u00f3n en funci\u00f3n de la intenci\u00f3n\n    return {\"agent_outcome\": decisi\u00f3n}\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\">Montaje de flujos de trabajo<\/h3>\n\n\n\n<p>Con la clase StateGraph, podemos ensamblar nodos y aristas en flujos de trabajo 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\">workflow = StateGraph(Estado_agente)\nworkflow.add_node(\"agente\", nodo_decision_agente)\nworkflow.add_edge(\"agente\", \"herramienta\")\nworkflow.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\">Funciones avanzadas y buenas pr\u00e1cticas de LangGraph<\/h2>\n\n\n\n<p>LangGraph ofrece una serie de funciones avanzadas que le permiten manejar escenarios m\u00e1s complejos.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6761\u4ef6\u8def\u7531\u4e0e\u52a8\u6001\u51b3\u7b56\">Enrutamiento condicional y toma de decisiones din\u00e1mica<\/h3>\n\n\n\n<p>LangGraph soporta aristas condicionales, que pueden determinar din\u00e1micamente la ruta de ejecuci\u00f3n en funci\u00f3n del 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 enrutador(estado).\n    if state[\"intent\"] == \"t\u00e9cnico\".\n        return \"agente_experto\"\n    else: if state[\"intent\"] == \"technical\": return \"agente_experto\n        return \"agente_experto\"\n\nworkflow.add_conditional_edges(\"intent_agent\", enrutador)\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u5faa\u73af\u63a7\u5236\u4e0e\u8fed\u4ee3\u4f18\u5316\">Control c\u00edclico y optimizaci\u00f3n iterativa<\/h3>\n\n\n\n<p>A diferencia de los DAG (grafos ac\u00edclicos dirigidos) tradicionales, LangGraph admite una estructura c\u00edclica, lo que permite implementar m\u00faltiples rondas de toma de decisiones y mecanismos de reintento:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ciclo de validaci\u00f3n-correcci\u00f3n: mejorar continuamente el resultado hasta que cumpla las normas de calidad.<\/li>\n\n\n\n<li>Modelo autorreflexivo: optimizaci\u00f3n continua de los resultados mediante circuitos de retroalimentaci\u00f3n.<\/li>\n\n\n\n<li>Decisi\u00f3n de b\u00fasqueda en \u00e1rbol: admite estrategias de b\u00fasqueda en profundidad o en amplitud.<\/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\">Visualizaci\u00f3n y puesta en servicio<\/h3>\n\n\n\n<p>LangGraph proporciona potentes visualizaciones para visualizar estructuras de flujo de trabajo:<\/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\"># Generar un gr\u00e1fico de sirenas\nmermaid_code = graph.get_graph().draw_mermaid()\n# Guardar como imagen 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\">Escenarios de aplicaci\u00f3n pr\u00e1ctica de LangGraph<\/h2>\n\n\n\n<p>LangGraph tiene una amplia gama de escenarios de aplicaci\u00f3n en los negocios reales, vamos a ir a trav\u00e9s de algunos ejemplos de la vida real para entender su poder.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\">Sistema inteligente de atenci\u00f3n al cliente<\/h3>\n\n\n\n<p>En un escenario de atenci\u00f3n al cliente inteligente, LangGraph puede construir un complejo proceso de toma de decisiones:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Reconocimiento de intenciones<\/strong>: Analizar las entradas de los usuarios para identificar los tipos de problemas<\/li>\n\n\n\n<li><strong>Enrutamiento experto<\/strong>Asignaci\u00f3n a diferentes agentes expertos en funci\u00f3n del tipo de pregunta<\/li>\n\n\n\n<li><strong>di\u00e1logo a varias bandas<\/strong>: Apoyo a la comprensi\u00f3n contextual y a la interacci\u00f3n multirronda<\/li>\n\n\n\n<li><strong>colaboraci\u00f3n hombre-m\u00e1quina<\/strong>Introducir la revisi\u00f3n manual en los puntos clave<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6587\u672c\u5904\u7406\u6d41\u6c34\u7ebf\">Procesamiento de textos<\/h3>\n\n\n\n<p>Crear un proceso de tratamiento inteligente de textos en tres etapas:<\/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\"># Nodo de clasificaci\u00f3n de texto\ndef nodo_clasificacion(estado):\n    # Clasifica el texto como noticia, blog, investigaci\u00f3n u otro.\n    return {\"clasificaci\u00f3n\": clasificaci\u00f3n}\n\n# Nodo de extracci\u00f3n de entidades\ndef nodo_extracci\u00f3n_entidad(estado).\n    # Extraer entidades como personas, organizaciones, lugares, etc.\n    return {\"entidades\": entidades}\n\n# Nodo de generaci\u00f3n de res\u00famenes\ndef nodo_resumen(estado).\n    # Generar un resumen de texto\n    return {\"resumen\": resumen}\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u591a\u667a\u80fd\u4f53\u534f\u4f5c\">colaboraci\u00f3n multiinteligencia<\/h3>\n\n\n\n<p>En escenarios empresariales complejos, varios agentes de IA deben trabajar juntos:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>procesamiento paralelo<\/strong>Varios expertos analizan los problemas simult\u00e1neamente<\/li>\n\n\n\n<li><strong>Convergencia de los resultados<\/strong>Integraci\u00f3n de m\u00faltiples puntos de vista para tomar una decisi\u00f3n final<\/li>\n\n\n\n<li><strong>Toma de decisiones en cascada<\/strong>: Llamar din\u00e1micamente a diferentes expertos en funci\u00f3n de los resultados del an\u00e1lisis 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 frente a otros marcos y opciones<\/h2>\n\n\n\n<p>A la hora de elegir un marco de IA, es crucial comprender las caracter\u00edsticas de las distintas herramientas y los escenarios en los que son aplicables.<\/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>toma<\/th><th>Cadena LangChain<\/th><th>LangGraph<\/th><\/tr><\/thead><tbody><tr><td>tarea lineal simple<\/td><td>\u2705Fit (por ejemplo, cadena de preguntas y respuestas)<\/td><td>\u26a0\ufe0f sobredise\u00f1o<\/td><\/tr><tr><td>proceso complejo<\/td><td>\u274c Requiere estado de gesti\u00f3n manual<\/td><td>\u2705 Soporte nativo para bucles\/ramas.<\/td><\/tr><tr><td>Colaboraci\u00f3n multiagente<\/td><td>\u274c Dependencia de variables compartidas o callbacks<\/td><td>Enrutamiento visual<\/td><\/tr><tr><td>Toma de decisiones din\u00e1mica<\/td><td>\u274c Condiciones codificadas<\/td><td>Salto condicional en tiempo real<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u9009\u62e9\u5efa\u8bae\">Consejos de selecci\u00f3n<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Uso de LangChain<\/strong>: Cuando el flujo de tareas es fijo, por ejemplo, tareas simples encadenadas como \"b\u00fasqueda\u2192resumen\".<\/li>\n\n\n\n<li><strong>Uso de LangGraph<\/strong>cuando se trata de escenarios complejos, como la toma de decisiones din\u00e1mica, la colaboraci\u00f3n multiinteligencia, la optimizaci\u00f3n de bucles, etc.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u72ec\u7279\u4f18\u52bf\">Ventajas \u00fanicas de LangGraph<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Persistencia del estado<\/strong>Soporte para la recuperaci\u00f3n de puntos de interrupci\u00f3n y funciones de viaje en el tiempo<\/li>\n\n\n\n<li><strong>Profunda integraci\u00f3n con LangChain<\/strong>reutilizar todos los componentes del ecosistema LangChain<\/li>\n\n\n\n<li><strong>Caracter\u00edsticas de la empresa<\/strong>: Proporciona supervisi\u00f3n, registro, control de versiones y otras funciones empresariales esenciales.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u7ed3\u8bed\">observaciones finales<\/h2>\n\n\n\n<p>LangGraph ofrece una nueva forma de abordar las tareas complejas de la IA aportando el pensamiento gr\u00e1fico a la creaci\u00f3n de flujos de trabajo de IA. No s\u00f3lo resuelve las limitaciones de los marcos de encadenamiento tradicionales, sino que tambi\u00e9n proporciona una potente herramienta para crear sistemas inteligentes de nivel empresarial. A medida que se profundice en los escenarios de aplicaci\u00f3n de la IA, el dominio de marcos avanzados como LangGraph se convertir\u00e1 en una habilidad esencial para los desarrolladores de IA.<\/p>\n\n\n\n<p>Tanto si se trata de construir sistemas inteligentes de atenci\u00f3n al cliente como de canalizar el an\u00e1lisis de datos o de hacer realidad la colaboraci\u00f3n multiinteligencia, LangGraph ha demostrado su valor \u00fanico. Haciendo un uso razonable de sus funciones de gesti\u00f3n de estados, enrutamiento condicional y control de bucles, podemos construir aplicaciones de IA m\u00e1s inteligentes, flexibles y fiables.<\/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 m\u00e1s productos, visite<\/h4>\r\n<\/th>\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">M\u00e1s informaci\u00f3n en<\/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\/es\/\" data-linktype=\"2\">ShirtAI - Inteligencia penetrante<\/a><\/td>\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/es\/archives\/4425\/\" data-linktype=\"2\">El Gran Modelo AIGC: el comienzo de una era de doble revoluci\u00f3n en ingenier\u00eda y ciencia - Inteligencia Penetrante<\/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\/es\/\" data-linktype=\"2\">Restauraci\u00f3n 1:1 de Claude y GPT Sitio web 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\">Live Match App Global HD Sports Viewing Player (Recomendada) - 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\">Servicio de tr\u00e1nsito basado en la API oficial - GPTMeta API<\/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\">Ayuda, \u00bfalguien de ustedes puede proporcionar algunos consejos sobre c\u00f3mo hacer preguntas en GPT? - Conocimientos<\/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\">Tienda digital global de bienes virtuales - 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\">\u00bfQu\u00e9 tan poderoso es Claude airtfacts caracter\u00edstica que GPT al instante no huele bien? -BeepBeep<\/a><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>","protected":false},"excerpt":{"rendered":"<p>LangGraph es un revolucionario marco de IA para el procesamiento de tareas complejas a trav\u00e9s de estructuras de grafos, que permite el razonamiento en varios pasos, la toma de decisiones din\u00e1mica y la colaboraci\u00f3n multi-inteligencia. Su n\u00facleo incluye la gesti\u00f3n de nodos, bordes y estados, id\u00f3nea para construir flujos de trabajo inteligentes. En comparaci\u00f3n con los marcos de encadenamiento tradicionales, LangGraph est\u00e1 equipado con enrutamiento condicional, control de bucles y visualizaci\u00f3n, y tiene una amplia gama de aplicaciones en atenci\u00f3n al cliente inteligente, procesamiento de textos y otros campos.<\/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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