{"id":200906,"date":"2024-11-05T17:56:42","date_gmt":"2024-11-05T20:56:42","guid":{"rendered":"https:\/\/goias.gov.br\/ligo\/?page_id=200906"},"modified":"2025-06-10T09:43:14","modified_gmt":"2025-06-10T12:43:14","slug":"publicacoes-ligo","status":"publish","type":"page","link":"https:\/\/goias.gov.br\/ligo\/publicacoes-ligo\/","title":{"rendered":"Publica\u00e7\u00f5es LIGO"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"200906\" class=\"elementor elementor-200906\">\n\t\t\t\t<div class=\"elementor-element elementor-element-24a5b4c e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"24a5b4c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9daf075 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"9daf075\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99913e8 elementor-widget elementor-widget-text-editor\" data-id=\"99913e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Publica\u00e7\u00f5es ligo:<\/strong> artigos de<br \/>inova\u00e7\u00e3o e tecnologia.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-81e3f43 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"81e3f43\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46b9343 elementor-widget elementor-widget-html\" data-id=\"46b9343\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div 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data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a0a4a6 wpr-main-menu-align--mobilecenter wpr-main-menu-align-left wpr-main-menu-align--tabletleft wpr-pointer-underline wpr-pointer-line-fx wpr-pointer-fx-fade wpr-sub-icon-caret-down wpr-sub-menu-fx-fade wpr-nav-menu-bp-mobile wpr-mobile-menu-full-width wpr-mobile-menu-item-align-center wpr-mobile-toggle-v1 wpr-sub-divider-yes wpr-mobile-divider-yes elementor-widget elementor-widget-wpr-nav-menu\" data-id=\"6a0a4a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;menu_layout&quot;:&quot;horizontal&quot;}\" data-widget_type=\"wpr-nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<nav class=\"wpr-nav-menu-container wpr-nav-menu-horizontal\" data-trigger=\"hover\"><ul id=\"menu-1-6a0a4a6\" class=\"wpr-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202655\"><a href=\"https:\/\/goias.gov.br\/ligo\/inovacao-2\/\" class=\"wpr-menu-item wpr-pointer-item\">INOVA\u00c7\u00c3O<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202653\"><a href=\"https:\/\/goias.gov.br\/ligo\/tecnologia\/\" class=\"wpr-menu-item wpr-pointer-item\">TECNOLOGIA<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202654\"><a href=\"https:\/\/goias.gov.br\/ligo\/ciencia_de_dados\/\" class=\"wpr-menu-item wpr-pointer-item\">CI\u00caNCIA DE DADOS<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202877\"><a href=\"https:\/\/goias.gov.br\/ligo\/inteligencia_artificial\/\" class=\"wpr-menu-item wpr-pointer-item\">INTELIG\u00caNCIA ARTIFICIAL<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202869\"><a href=\"https:\/\/goias.gov.br\/ligo\/programacao\/\" class=\"wpr-menu-item wpr-pointer-item\">PROGRAMA\u00c7\u00c3O<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202652\"><a href=\"https:\/\/goias.gov.br\/ligo\/experimentacao\/\" class=\"wpr-menu-item wpr-pointer-item\">EXPERIMENTA\u00c7\u00c3O<\/a><\/li>\n<\/ul><\/nav><nav class=\"wpr-mobile-nav-menu-container\"><div class=\"wpr-mobile-toggle-wrap\"><div class=\"wpr-mobile-toggle\"><span class=\"wpr-mobile-toggle-line\"><\/span><span class=\"wpr-mobile-toggle-line\"><\/span><span class=\"wpr-mobile-toggle-line\"><\/span><\/div><\/div><ul id=\"mobile-menu-2-6a0a4a6\" class=\"wpr-mobile-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202655\"><a href=\"https:\/\/goias.gov.br\/ligo\/inovacao-2\/\" class=\"wpr-mobile-menu-item\">INOVA\u00c7\u00c3O<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202653\"><a href=\"https:\/\/goias.gov.br\/ligo\/tecnologia\/\" class=\"wpr-mobile-menu-item\">TECNOLOGIA<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202654\"><a href=\"https:\/\/goias.gov.br\/ligo\/ciencia_de_dados\/\" class=\"wpr-mobile-menu-item\">CI\u00caNCIA DE DADOS<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202877\"><a href=\"https:\/\/goias.gov.br\/ligo\/inteligencia_artificial\/\" class=\"wpr-mobile-menu-item\">INTELIG\u00caNCIA ARTIFICIAL<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202869\"><a href=\"https:\/\/goias.gov.br\/ligo\/programacao\/\" class=\"wpr-mobile-menu-item\">PROGRAMA\u00c7\u00c3O<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-202652\"><a href=\"https:\/\/goias.gov.br\/ligo\/experimentacao\/\" class=\"wpr-mobile-menu-item\">EXPERIMENTA\u00c7\u00c3O<\/a><\/li>\n<\/ul><\/nav>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a3ace76 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"a3ace76\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7815db9 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"7815db9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0d1f053 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"0d1f053\" data-element_type=\"container\" data-e-type=\"container\" id=\"publicacoes-list-ligo\">\n\t\t\t\t<div class=\"elementor-element elementor-element-494de4b elementor-widget elementor-widget-shortcode\" data-id=\"494de4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"posts-destaque\"><div class=\"post-destaque-item\"><div class=\"post-conteudo\"><div class=\"tag-destaque\">Intelig\u00eancia Artificial<\/div><a href=\"https:\/\/goias.gov.br\/ligo\/arquitetura-para-avaliacao-de-llms-desafios-dados-e-decisoes\/\"><h2 class=\"titulo\">Arquitetura para Avalia\u00e7\u00e3o de LLMs: Desafios, Dados e Decis\u00f5es<\/h2><p class=\"resumo\">O objetivo deste artigo \u00e9 descrever os principais aprendizados do projeto de benchmarking de modelos de Large Language Models (LLMs).&hellip;<\/p><\/a><div class=\"autor-info2\"><div class=\"autor-avatar\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\"><img alt='' src='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/hellemsantos_avatar-50x50.jpg' srcset='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/hellemsantos_avatar-100x100.jpg 2x' class='avatar avatar-50 photo' height='50' width='50' \/><\/a><\/div><div class=\"autor-detalhes\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\" class=\"autor-nome\">Hellem Correa<\/a><a href=\"https:\/\/goias.gov.br\/ligo\/arquitetura-para-avaliacao-de-llms-desafios-dados-e-decisoes\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/like.png\" alt=\"Like\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/arquitetura-para-avaliacao-de-llms-desafios-dados-e-decisoes\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/coments.png\" alt=\"Comments\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><\/div><\/div><\/div><a href=\"https:\/\/goias.gov.br\/ligo\/arquitetura-para-avaliacao-de-llms-desafios-dados-e-decisoes\/\"><div class=\"imagem-destaque\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2026\/03\/ChatGPT-Image-30-de-mar.-de-2026-15_42_34-768x1152.jpg\" alt=\"Arquitetura para Avalia\u00e7\u00e3o de LLMs: Desafios, Dados e Decis\u00f5es\"><\/div><\/a><\/div><div class=\"post-destaque-item\"><div class=\"post-conteudo\"><div class=\"tag-destaque\">Intelig\u00eancia Artificial<\/div><a href=\"https:\/\/goias.gov.br\/ligo\/criando-um-agente-com-busca-na-web-e-ferramentas-customizadas-usando-o-google-adk\/\"><h2 class=\"titulo\">Criando um Agente com Busca na Web e Ferramentas Customizadas usando o Google ADK<\/h2><p class=\"resumo\">Neste artigo voc\u00ea vai acompanhar, passo a passo, a constru\u00e7\u00e3o de um assistente conversacional utilizando Google ADK, FastAPI e Streamlit.&hellip;<\/p><\/a><div class=\"autor-info2\"><div class=\"autor-avatar\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/adrianorodrigues\/\"><img alt='' src='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/08\/adrianorodrigues_avatar-50x50.jpg' srcset='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/08\/adrianorodrigues_avatar-100x100.jpg 2x' class='avatar avatar-50 photo' height='50' width='50' \/><\/a><\/div><div class=\"autor-detalhes\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/adrianorodrigues\/\" class=\"autor-nome\">Adriano Pericles<\/a><a href=\"https:\/\/goias.gov.br\/ligo\/criando-um-agente-com-busca-na-web-e-ferramentas-customizadas-usando-o-google-adk\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/like.png\" alt=\"Like\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/criando-um-agente-com-busca-na-web-e-ferramentas-customizadas-usando-o-google-adk\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/coments.png\" alt=\"Comments\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><\/div><\/div><\/div><a href=\"https:\/\/goias.gov.br\/ligo\/criando-um-agente-com-busca-na-web-e-ferramentas-customizadas-usando-o-google-adk\/\"><div class=\"imagem-destaque\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2026\/03\/ChatGPT-Image-10-de-mar.-de-2026-11_17_03-768x1152.jpg\" alt=\"Criando um Agente com Busca na Web e Ferramentas Customizadas usando o Google ADK\"><\/div><\/a><\/div><div class=\"post-destaque-item\"><div class=\"post-conteudo\"><div class=\"tag-destaque\">Intelig\u00eancia Artificial<\/div><a href=\"https:\/\/goias.gov.br\/ligo\/criando-agentes-inteligentes-com-google-adk-consumindo-modelos-llm-via-wso2\/\"><h2 class=\"titulo\">Criando Agentes Inteligentes com Google ADK Consumindo Modelos LLM via WSO2<\/h2><p class=\"resumo\">Neste artigo vamos mostrar um passo a passo de um agente usando o Google ADK que consome modelos de linguagem&hellip;<\/p><\/a><div class=\"autor-info2\"><div class=\"autor-avatar\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/adrianorodrigues\/\"><img alt='' src='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/08\/adrianorodrigues_avatar-50x50.jpg' srcset='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/08\/adrianorodrigues_avatar-100x100.jpg 2x' class='avatar avatar-50 photo' height='50' width='50' \/><\/a><\/div><div class=\"autor-detalhes\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/adrianorodrigues\/\" class=\"autor-nome\">Adriano Pericles<\/a><a href=\"https:\/\/goias.gov.br\/ligo\/criando-agentes-inteligentes-com-google-adk-consumindo-modelos-llm-via-wso2\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/like.png\" alt=\"Like\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/criando-agentes-inteligentes-com-google-adk-consumindo-modelos-llm-via-wso2\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/coments.png\" alt=\"Comments\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><\/div><\/div><\/div><a href=\"https:\/\/goias.gov.br\/ligo\/criando-agentes-inteligentes-com-google-adk-consumindo-modelos-llm-via-wso2\/\"><div class=\"imagem-destaque\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/capaoutra-768x998.jpg\" alt=\"Criando Agentes Inteligentes com Google ADK Consumindo Modelos LLM via WSO2\"><\/div><\/a><\/div><div class=\"post-destaque-item\"><div class=\"post-conteudo\"><a href=\"https:\/\/goias.gov.br\/ligo\/concordancia-entre-modelos-de-genai\/\"><h2 class=\"titulo\">Concord\u00e2ncia entre modelos GenAI<\/h2><p class=\"resumo\">Testamos os modelos LLaMA e Qwen para pontuar a concord\u00e2ncia na clareza de textos relacionados \u00e0 sa\u00fade, educa\u00e7\u00e3o e seguran\u00e7a.<\/p><\/a><div class=\"autor-info2\"><div class=\"autor-avatar\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\"><img alt='' src='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/hellemsantos_avatar-50x50.jpg' srcset='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/hellemsantos_avatar-100x100.jpg 2x' class='avatar avatar-50 photo' height='50' width='50' \/><\/a><\/div><div class=\"autor-detalhes\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\" class=\"autor-nome\">Hellem Correa<\/a><a href=\"https:\/\/goias.gov.br\/ligo\/concordancia-entre-modelos-de-genai\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/like.png\" alt=\"Like\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/concordancia-entre-modelos-de-genai\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/coments.png\" alt=\"Comments\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><\/div><\/div><\/div><a href=\"https:\/\/goias.gov.br\/ligo\/concordancia-entre-modelos-de-genai\/\"><div class=\"imagem-destaque\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/metrica_compreensao-768x997.jpg\" alt=\"Concord\u00e2ncia entre modelos GenAI\"><\/div><\/a><\/div><div class=\"post-destaque-item\"><div class=\"post-conteudo\"><a href=\"https:\/\/goias.gov.br\/ligo\/inteligencia-artificial-e-acessibilidade-em-ux-caminhos-para-interfaces-digitais-mais-inclusivas\/\"><h2 class=\"titulo\">Intelig\u00eancia Artificial e Acessibilidade em UX: Caminhos para interfaces digitais mais inclusivas<\/h2><p class=\"resumo\">A converg\u00eancia entre Intelig\u00eancia Artificial e acessibilidade representa uma mudan\u00e7a profunda na forma de projetar produtos digitais. Com o suporte&hellip;<\/p><\/a><div class=\"autor-info2\"><div class=\"autor-avatar\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/tatianemarinho\/\"><img alt='' src='https:\/\/secure.gravatar.com\/avatar\/0c4258cb6d1c5000cc5e10aa32dc17d66925dda8f3e0a445ad49604a6b6cd454?s=50&#038;d=mm&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/0c4258cb6d1c5000cc5e10aa32dc17d66925dda8f3e0a445ad49604a6b6cd454?s=100&#038;d=mm&#038;r=g 2x' class='avatar avatar-50 photo' height='50' width='50' \/><\/a><\/div><div class=\"autor-detalhes\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/tatianemarinho\/\" class=\"autor-nome\">Tatiane Marinho<\/a><a href=\"https:\/\/goias.gov.br\/ligo\/inteligencia-artificial-e-acessibilidade-em-ux-caminhos-para-interfaces-digitais-mais-inclusivas\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/like.png\" alt=\"Like\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/inteligencia-artificial-e-acessibilidade-em-ux-caminhos-para-interfaces-digitais-mais-inclusivas\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/coments.png\" alt=\"Comments\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><\/div><\/div><\/div><a href=\"https:\/\/goias.gov.br\/ligo\/inteligencia-artificial-e-acessibilidade-em-ux-caminhos-para-interfaces-digitais-mais-inclusivas\/\"><div class=\"imagem-destaque\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/Acessibilidade-5.jpg\" alt=\"Intelig\u00eancia Artificial e Acessibilidade em UX: Caminhos para interfaces digitais mais inclusivas\"><\/div><\/a><\/div><div class=\"post-destaque-item\"><div class=\"post-conteudo\"><a href=\"https:\/\/goias.gov.br\/ligo\/evoluindo-a-arquitetura-de-modelos-com-langchain\/\"><h2 class=\"titulo\">Evoluindo a Arquitetura de Modelos com LangChain<\/h2><p class=\"resumo\">Comparando a Vers\u00e3o da Classe Ollama e a Abordagem ChatOllama Quando trabalhamos com m\u00faltiplos provedores de modelos (como Ollama, Gemini,&hellip;<\/p><\/a><div class=\"autor-info2\"><div class=\"autor-avatar\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\"><img alt='' src='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/hellemsantos_avatar-50x50.jpg' srcset='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/hellemsantos_avatar-100x100.jpg 2x' class='avatar avatar-50 photo' height='50' width='50' \/><\/a><\/div><div class=\"autor-detalhes\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\" class=\"autor-nome\">Hellem Correa<\/a><a href=\"https:\/\/goias.gov.br\/ligo\/evoluindo-a-arquitetura-de-modelos-com-langchain\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/like.png\" alt=\"Like\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/evoluindo-a-arquitetura-de-modelos-com-langchain\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/coments.png\" alt=\"Comments\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><\/div><\/div><\/div><\/div><div class=\"post-destaque-item\"><div class=\"post-conteudo\"><a href=\"https:\/\/goias.gov.br\/ligo\/modelos-generalistas-falham-em-contextos-especializados\/\"><h2 class=\"titulo\">Modelos generalistas falham em contextos especializados?<\/h2><p class=\"resumo\">Avaliamos o desempenho do LLaMA e do Qwen em tarefas de infer\u00eancia textual voltadas ao setor p\u00fablico. Os resultados mostraram&hellip;<\/p><\/a><div class=\"autor-info2\"><div class=\"autor-avatar\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\"><img alt='' src='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/hellemsantos_avatar-50x50.jpg' srcset='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/hellemsantos_avatar-100x100.jpg 2x' class='avatar avatar-50 photo' height='50' width='50' \/><\/a><\/div><div class=\"autor-detalhes\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\" class=\"autor-nome\">Hellem Correa<\/a><a href=\"https:\/\/goias.gov.br\/ligo\/modelos-generalistas-falham-em-contextos-especializados\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/like.png\" alt=\"Like\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/modelos-generalistas-falham-em-contextos-especializados\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/coments.png\" alt=\"Comments\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><\/div><\/div><\/div><a href=\"https:\/\/goias.gov.br\/ligo\/modelos-generalistas-falham-em-contextos-especializados\/\"><div class=\"imagem-destaque\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/metrica1v2_resized.png\" alt=\"Modelos generalistas falham em contextos especializados?\"><\/div><\/a><\/div><div class=\"post-destaque-item\"><div class=\"post-conteudo\"><a href=\"https:\/\/goias.gov.br\/ligo\/estudo-para-criar-um-agente-de-ia-com-mcp-que-respondera-sobre-emendas-parlamentares-do-portal-da-transparencia\/\"><h2 class=\"titulo\">Estudo para criar um Agente de IA com MCP que responder\u00e1 sobre emendas parlamentares do portal da transpar\u00eancia<\/h2><p class=\"resumo\">Neste artigo ser\u00e1 detalhado as etapas que foram passadas para encontrar uma solu\u00e7\u00e3o adequada na cria\u00e7\u00e3o desse agente de IA&hellip;<\/p><\/a><div class=\"autor-info2\"><div class=\"autor-avatar\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/adrianorodrigues\/\"><img alt='' src='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/08\/adrianorodrigues_avatar-50x50.jpg' srcset='https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/08\/adrianorodrigues_avatar-100x100.jpg 2x' class='avatar avatar-50 photo' height='50' width='50' \/><\/a><\/div><div class=\"autor-detalhes\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/adrianorodrigues\/\" class=\"autor-nome\">Adriano Pericles<\/a><a href=\"https:\/\/goias.gov.br\/ligo\/estudo-para-criar-um-agente-de-ia-com-mcp-que-respondera-sobre-emendas-parlamentares-do-portal-da-transparencia\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/like.png\" alt=\"Like\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/estudo-para-criar-um-agente-de-ia-com-mcp-que-respondera-sobre-emendas-parlamentares-do-portal-da-transparencia\/\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/plugins\/ligo-plugins-personalizados\/assets\/images\/coments.png\" alt=\"Comments\" style=\"width: 42px; height: 42px; margin-left: 10px;\"><\/a><\/div><\/div><\/div><a href=\"https:\/\/goias.gov.br\/ligo\/estudo-para-criar-um-agente-de-ia-com-mcp-que-respondera-sobre-emendas-parlamentares-do-portal-da-transparencia\/\"><div class=\"imagem-destaque\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/08\/destaque.png\" alt=\"Estudo para criar um Agente de IA com MCP que responder\u00e1 sobre emendas parlamentares do portal da transpar\u00eancia\"><\/div><\/a><\/div><\/div><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bfff63b e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"bfff63b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-bcbe883 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"bcbe883\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da82d0e elementor-widget elementor-widget-text-editor\" data-id=\"da82d0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>PRINCIPAIS AUTORES<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5db5838 elementor-widget elementor-widget-shortcode\" data-id=\"5db5838\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"top-authors\"><div class=\"author-card\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/cesarpacheco\/\" class=\"author-avatar-link\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/04\/cesarpacheco_avatar-96x96.jpg\" alt=\"C\u00e9sar Augusto\" class=\"author-avatar2\"><\/a><div class=\"author-info\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/cesarpacheco\/\"><h4>C\u00e9sar Augusto<\/h4><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/author\/cesarpacheco\/\"><p><\/p><\/a><\/div><div class=\"article-count\">1 artigos<\/div><\/div><div class=\"author-card\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/adrianorodrigues\/\" class=\"author-avatar-link\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/08\/adrianorodrigues_avatar-96x96.jpg\" alt=\"Adriano Pericles\" class=\"author-avatar2\"><\/a><div class=\"author-info\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/adrianorodrigues\/\"><h4>Adriano Pericles<\/h4><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/author\/adrianorodrigues\/\"><p><\/p><\/a><\/div><div class=\"article-count\">4 artigos<\/div><\/div><div class=\"author-card\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\" class=\"author-avatar-link\"><img decoding=\"async\" src=\"https:\/\/goias.gov.br\/ligo\/wp-content\/uploads\/sites\/61\/2025\/12\/hellemsantos_avatar-96x96.jpg\" alt=\"Hellem Correa\" class=\"author-avatar2\"><\/a><div class=\"author-info\"><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\"><h4>Hellem Correa<\/h4><\/a><a href=\"https:\/\/goias.gov.br\/ligo\/author\/hellemsantos\/\"><p>Bacharel em Estat\u00edstica pela Universidade Federal de...<\/p><\/a><\/div><div class=\"article-count\">4 artigos<\/div><\/div><\/div><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ec7589 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"1ec7589\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-167d247 elementor-widget elementor-widget-text-editor\" data-id=\"167d247\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>PRINCIPAIS T\u00d3PICOS<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7b9f6d wpr-taxonomy-list-horizontal elementor-widget elementor-widget-wpr-taxonomy-list\" data-id=\"d7b9f6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-taxonomy-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"wpr-taxonomy-list\" data-show-on-click=\"\"><li class=\"wpr-taxonomy\"data-term-id=\"45\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/cpgoias4\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>#CPGoi\u00e1s4<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"31\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/administrador-adjunto\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Administrador Adjunto<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"27\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/big-data\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Big Data<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"65\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/capacita-ia\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Capacita IA<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"30\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/controladoria-geral-do-estado\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Controladoria Geral do Estado<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"63\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/curso\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Curso<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"62\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/cursos-de-tecnologia\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Cursos de Tecnologia<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"32\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/gestora-de-rh\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Gestora de RH<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"17\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/inovacao\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Inova\u00e7\u00e3o<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"61\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/inteligencia-artificial\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Intelig\u00eancia Artificial<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"60\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/investimento\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Investimento<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"59\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/parceria\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Parceria<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"46\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/robotica\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Rob\u00f3tica<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"64\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/secop-2025\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>SECOP 2025<\/span><\/span><\/a><\/li><li class=\"wpr-taxonomy\"data-term-id=\"66\"><a target=\"_blank\" href=\"https:\/\/goias.gov.br\/ligo\/tags\/servicos-digitais\/\"><span class=\"wpr-tax-wrap\"> <span><\/span><span>Servi\u00e7os Digitais<\/span><\/span><\/a><\/li><\/ul>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-94946e5 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"94946e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ad49df2 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"ad49df2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Publica\u00e7\u00f5es ligo: artigos deinova\u00e7\u00e3o e tecnologia. Big Data Designer UX Inova\u00e7\u00e3o INOVA\u00c7\u00c3O TECNOLOGIA CI\u00caNCIA DE DADOS INTELIG\u00caNCIA ARTIFICIAL PROGRAMA\u00c7\u00c3O EXPERIMENTA\u00c7\u00c3O INOVA\u00c7\u00c3O TECNOLOGIA CI\u00caNCIA DE DADOS INTELIG\u00caNCIA ARTIFICIAL PROGRAMA\u00c7\u00c3O EXPERIMENTA\u00c7\u00c3O PRINCIPAIS AUTORES PRINCIPAIS T\u00d3PICOS #CPGoi\u00e1s4 Administrador Adjunto Big Data Controladoria Geral do Estado Gestora de RH Inova\u00e7\u00e3o Intelig\u00eancia Artificial Investimento Parceria Rob\u00f3tica<\/p>\n","protected":false},"author":77,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-200906","page","type-page","status-publish","hentry"],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"barbaragodoy","author_link":"https:\/\/goias.gov.br\/ligo\/author\/barbaragodoy\/"},"rttpg_comment":0,"rttpg_category":"","rttpg_excerpt":"Publica\u00e7\u00f5es ligo: artigos deinova\u00e7\u00e3o e tecnologia. Big Data Designer UX Inova\u00e7\u00e3o INOVA\u00c7\u00c3O TECNOLOGIA CI\u00caNCIA DE DADOS INTELIG\u00caNCIA ARTIFICIAL PROGRAMA\u00c7\u00c3O EXPERIMENTA\u00c7\u00c3O INOVA\u00c7\u00c3O TECNOLOGIA CI\u00caNCIA DE DADOS INTELIG\u00caNCIA ARTIFICIAL PROGRAMA\u00c7\u00c3O EXPERIMENTA\u00c7\u00c3O PRINCIPAIS AUTORES PRINCIPAIS T\u00d3PICOS #CPGoi\u00e1s4 Administrador Adjunto Big Data Controladoria Geral do Estado Gestora de RH Inova\u00e7\u00e3o Intelig\u00eancia Artificial Investimento Parceria Rob\u00f3tica","_links":{"self":[{"href":"https:\/\/goias.gov.br\/ligo\/wp-json\/wp\/v2\/pages\/200906","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/goias.gov.br\/ligo\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/goias.gov.br\/ligo\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/goias.gov.br\/ligo\/wp-json\/wp\/v2\/users\/77"}],"replies":[{"embeddable":true,"href":"https:\/\/goias.gov.br\/ligo\/wp-json\/wp\/v2\/comments?post=200906"}],"version-history":[{"count":2,"href":"https:\/\/goias.gov.br\/ligo\/wp-json\/wp\/v2\/pages\/200906\/revisions"}],"predecessor-version":[{"id":204927,"href":"https:\/\/goias.gov.br\/ligo\/wp-json\/wp\/v2\/pages\/200906\/revisions\/204927"}],"wp:attachment":[{"href":"https:\/\/goias.gov.br\/ligo\/wp-json\/wp\/v2\/media?parent=200906"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}