{"id":19868,"date":"2025-03-17T07:00:00","date_gmt":"2025-03-17T10:00:00","guid":{"rendered":"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/?p=19868"},"modified":"2025-03-14T10:37:56","modified_gmt":"2025-03-14T13:37:56","slug":"microsoft-fabric-funcoes-de-ia-para-engenharia-de-dados-com-genai","status":"publish","type":"post","link":"https:\/\/dataex.com.br\/en\/microsoft-fabric-funcoes-de-ia-para-engenharia-de-dados-com-genai\/","title":{"rendered":"Microsoft Fabric: Fun\u00e7\u00f5es de IA para engenharia de dados com GenAI"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading time:<\/span> <span class=\"rt-time\"> 5<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"307\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/0-Criador-de-Imagem-do-Cabecalho-Blog-DataEX-6-1024x307.png\" alt=\"\" class=\"wp-image-19869\" srcset=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/0-Criador-de-Imagem-do-Cabecalho-Blog-DataEX-6-980x294.png 980w, http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/0-Criador-de-Imagem-do-Cabecalho-Blog-DataEX-6-480x144.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Se voc\u00ea viu a palestra na FabCon no ano passado, deve se lembrar&nbsp;<a href=\"https:\/\/youtu.be\/4KnTEZXdjck?si=WdW0yBgXKzUJIZwZ&amp;t=2042\" target=\"_blank\" rel=\"noreferrer noopener\">de uma demonstra\u00e7\u00e3o inicial das fun\u00e7\u00f5es de IA no Fabric<\/a>, um novo recurso que facilita a aplica\u00e7\u00e3o de transforma\u00e7\u00f5es baseadas em LLM aos seus dados do OneLake. E hoje a Microsoft anuncia que as&nbsp;<a href=\"https:\/\/aka.ms\/ai-functions\" target=\"_blank\" rel=\"noreferrer noopener\">fun\u00e7\u00f5es de IA est\u00e3o agora em pr\u00e9-visualiza\u00e7\u00e3o<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Com as fun\u00e7\u00f5es de IA, voc\u00ea pode aproveitar o poder do GenAI para resumo, classifica\u00e7\u00e3o, gera\u00e7\u00e3o de texto e muito mais,&nbsp;<strong>tudo com uma \u00fanica linha de c\u00f3digo<\/strong>. \u00c9 f\u00e1cil incorporar fun\u00e7\u00f5es de IA como parte dos fluxos de trabalho de ci\u00eancia e engenharia de dados, esteja voc\u00ea transformando DataFrames do Spark ou do pandas. N\u00e3o h\u00e1 configura\u00e7\u00e3o complexa, sintaxe complicada e, esperan\u00e7osamente, sem complica\u00e7\u00f5es.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Fabric demo \u2013\u00a0Easy LLM Powered Data Enrichment\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/UEv7wvmo020?feature=oembed\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Introdu\u00e7\u00e3o \u00e0s fun\u00e7\u00f5es de IA<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">As fun\u00e7\u00f5es de IA turbinam seu fluxo de trabalho de an\u00e1lise, seja para classificar as avalia\u00e7\u00f5es dos clientes por categorias de produtos ou para gerar itens de a\u00e7\u00e3o com prompts personalizados.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Para come\u00e7ar, basta instalar e importar as bibliotecas relevantes para fun\u00e7\u00f5es de IA com c\u00f3digo Python ou PySpark em seu notebook do Fabric. Voc\u00ea pode copiar e colar este c\u00f3digo de nossa&nbsp;<a href=\"https:\/\/aka.ms\/ai-functions\" target=\"_blank\" rel=\"noreferrer noopener\">documenta\u00e7\u00e3o \u2013 Transforme e enrique\u00e7a dados perfeitamente com fun\u00e7\u00f5es de IA<\/a>&nbsp;em &#8216;<a href=\"https:\/\/learn.microsoft.com\/en-us\/fabric\/data-science\/ai-functions\/overview?tabs=pandas#getting-started-with-ai-functions\" target=\"_blank\" rel=\"noreferrer noopener\">Introdu\u00e7\u00e3o \u00e0s fun\u00e7\u00f5es de IA<\/a>&#8216;.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"495\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/imagem-1-1024x495.gif\" alt=\"\" class=\"wp-image-19870\" srcset=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/imagem-1-980x474.gif 980w, http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/imagem-1-480x232.gif 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Um GIF mostrando como \u00e9 f\u00e1cil come\u00e7ar a usar as fun\u00e7\u00f5es de IA no Fabric. Basta instalar e importar as bibliotecas relevantes usando exemplos de c\u00f3digo na documenta\u00e7\u00e3o p\u00fablica.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"leia-mais-linkedin\">Depois que essas bibliotecas forem instaladas e importadas, voc\u00ea poder\u00e1 chamar qualquer uma das seguintes fun\u00e7\u00f5es de IA para transformar e enriquecer seus dados com l\u00f3gica simples e leve:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Fun\u00e7\u00e3o AI<\/strong><\/td><td><strong>Descri\u00e7\u00e3o<\/strong><\/td><\/tr><tr><td><a href=\"https:\/\/aka.ms\/ai-functions\/similarity\" target=\"_blank\" rel=\"noreferrer noopener\">ai.similaridade<\/a><\/td><td>Compare o significado do texto de entrada com um \u00fanico valor de texto comum ou com os valores de texto correspondentes em outra coluna.<\/td><\/tr><tr><td><a href=\"https:\/\/aka.ms\/ai-functions\/classify\" target=\"_blank\" rel=\"noreferrer noopener\">ai.classify<\/a><\/td><td>Classifique os valores do texto de entrada de acordo com os r\u00f3tulos escolhidos.<\/td><\/tr><tr><td><a href=\"https:\/\/aka.ms\/ai-functions\/analyze-sentiment\" target=\"_blank\" rel=\"noreferrer noopener\">ai.analyze_sentiment<\/a><\/td><td>Identifique o estado emocional expresso pelo texto de entrada.<\/td><\/tr><tr><td><a href=\"https:\/\/aka.ms\/ai-functions\/extract\" target=\"_blank\" rel=\"noreferrer noopener\">ai.extrato<\/a><\/td><td>Localize e extraia tipos espec\u00edficos de informa\u00e7\u00f5es do texto de entrada, por exemplo, locais ou nomes.<\/td><\/tr><tr><td><a href=\"https:\/\/aka.ms\/ai-functions\/fix-grammar\" target=\"_blank\" rel=\"noreferrer noopener\">ai.fix_grammar<\/a><\/td><td>Corrija a ortografia, a gram\u00e1tica e a pontua\u00e7\u00e3o do texto de entrada.<\/td><\/tr><tr><td><a href=\"https:\/\/aka.ms\/ai-functions\/summarize\" target=\"_blank\" rel=\"noreferrer noopener\">ai.summarize<\/a><\/td><td>Obtenha resumos do texto de entrada.<\/td><\/tr><tr><td><a href=\"https:\/\/aka.ms\/ai-functions\/translate\" target=\"_blank\" rel=\"noreferrer noopener\">ai.translate<\/a><\/td><td>Traduza o texto de entrada para outro idioma.<\/td><\/tr><tr><td><a href=\"https:\/\/aka.ms\/ai-functions\/generate-response\">ai.generate_response<\/a><\/td><td>Gere respostas com base em suas pr\u00f3prias instru\u00e7\u00f5es.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Cada uma das oito fun\u00e7\u00f5es de IA tem sua pr\u00f3pria documenta\u00e7\u00e3o dedicada, com c\u00f3digo de exemplo para voc\u00ea come\u00e7ar.<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1004\" height=\"516\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/imagem-2-1.jpg\" alt=\"\" class=\"wp-image-19872\" srcset=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/imagem-2-1.jpg 1004w, http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/imagem-2-1-980x504.jpg 980w, http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/imagem-2-1-480x247.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1004px, 100vw\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>As fun\u00e7\u00f5es de IA permitem que voc\u00ea aplique opera\u00e7\u00f5es baseadas em LLM aos seus pandas ou Spark DataFrames com uma \u00fanica linha de c\u00f3digo.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A sintaxe \u00e9 t\u00e3o simples que voc\u00ea pode nem precisar de nossa documenta\u00e7\u00e3o. Por exemplo, veja como \u00e9 simples traduzir transcri\u00e7\u00f5es de chamadas de atendimento ao cliente estrangeiro com a fun\u00e7\u00e3o ai.translate():<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"495\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/imagem-3-1024x495.gif\" alt=\"\" class=\"wp-image-19873\" srcset=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/imagem-3-980x474.gif 980w, http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/03\/imagem-3-480x232.gif 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Um GIF mostrando como traduzir transcri\u00e7\u00f5es de chamadas de atendimento ao cliente do sueco para o ingl\u00eas usando fun\u00e7\u00f5es de IA no Fabric, tudo com uma \u00fanica linha de c\u00f3digo.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Personalizando fun\u00e7\u00f5es de IA<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">As fun\u00e7\u00f5es de IA s\u00e3o projetadas para funcionar imediatamente, com o modelo subjacente e as configura\u00e7\u00f5es definidas por padr\u00e3o. Os usu\u00e1rios que desejam configura\u00e7\u00f5es mais flex\u00edveis, no entanto, podem personalizar suas solu\u00e7\u00f5es com algumas linhas extras de c\u00f3digo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Se voc\u00ea quiser usar seus pr\u00f3prios&nbsp;<a href=\"https:\/\/learn.microsoft.com\/azure\/ai-services\/openai\/how-to\/create-resource\" target=\"_blank\" rel=\"noreferrer noopener\">recursos do OpenAI do Azure<\/a>&nbsp;em vez dos padr\u00f5es do Fabric, ou se quiser experimentar as propriedades do modelo de linguagem subjacente, siga as instru\u00e7\u00f5es em nossa&nbsp;<a href=\"https:\/\/aka.ms\/ai-functions\/configuration\">documenta\u00e7\u00e3o: Personalizar a configura\u00e7\u00e3o das fun\u00e7\u00f5es de IA<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Pr\u00f3ximos passos<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Antes de experimentar o recurso, anote alguns pr\u00e9-requisitos:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Atualmente, as fun\u00e7\u00f5es de IA exigem um SKU F64 ou superior ou um SKU P para usar o endpoint de IA integrado do Fabric. Voc\u00ea ainda pode usar as fun\u00e7\u00f5es com um recurso de capacidade menor, mas precisar\u00e1 fornecer seus pr\u00f3prios recursos do OpenAI do Azure usando\u00a0<a href=\"https:\/\/aka.ms\/ai-functions\/configuration\" target=\"_blank\" rel=\"noreferrer noopener\">configura\u00e7\u00f5es personalizadas<\/a>.<\/li>\n\n\n\n<li>O administrador de locat\u00e1rios deve habilitar\u00a0<a href=\"https:\/\/learn.microsoft.com\/fabric\/admin\/service-admin-portal-copilot\" target=\"_blank\" rel=\"noreferrer noopener\">a op\u00e7\u00e3o de locat\u00e1rio para o Copilot e outros recursos da plataforma Azure OpenAI.<\/a>\u00a0(Dependendo da sua localiza\u00e7\u00e3o, talvez tamb\u00e9m seja necess\u00e1rio habilitar\u00a0<a href=\"https:\/\/learn.microsoft.com\/fabric\/fundamentals\/copilot-fabric-overview#available-regions-for-azure-openai-service\" target=\"_blank\" rel=\"noreferrer noopener\">a configura\u00e7\u00e3o do locat\u00e1rio para processamento entre \u00e1reas geogr\u00e1ficas<\/a>.)<\/li>\n\n\n\n<li>Voc\u00ea deve estar no\u00a0<a href=\"https:\/\/learn.microsoft.com\/fabric\/data-engineering\/runtime-1-3\" target=\"_blank\" rel=\"noreferrer noopener\">tempo de execu\u00e7\u00e3o do Fabric 1.3<\/a>\u00a0ou superior para usar as fun\u00e7\u00f5es de IA.<\/li>\n\n\n\n<li><a href=\"https:\/\/fabricconf.com\/#!\/register\" target=\"_blank\" rel=\"noreferrer noopener\">Registre-se agora para garantir uma vaga<\/a>.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Source:<\/strong> <a href=\"https:\/\/blog.fabric.microsoft.com\/pt-br\/blog\/announcing-ai-functions-for-easy-llm-powered-data-enrichment?ft=All\">Blog Microsoft Fabric<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Transforme seus dados com Intelig\u00eancia Artificial no Microsoft Fabric<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Aproveite todo o potencial das fun\u00e7\u00f5es de IA no Microsoft Fabric para otimizar seus processos de engenharia de dados com GenAI. Com apenas uma linha de c\u00f3digo, voc\u00ea pode transformar, analisar e enriquecer seus dados de maneira eficiente e sem complica\u00e7\u00f5es. Seja para automatizar a classifica\u00e7\u00e3o de informa\u00e7\u00f5es, melhorar a precis\u00e3o das an\u00e1lises ou personalizar respostas inteligentes, as fun\u00e7\u00f5es de IA oferecem a flexibilidade e o poder computacional que seu neg\u00f3cio precisa para se destacar.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00e3o perca a oportunidade de levar sua estrat\u00e9gia de dados para o pr\u00f3ximo n\u00edvel! Agende uma reuni\u00e3o com a <strong>DataEX<\/strong> e descubra como podemos ajudar sua empresa a implementar solu\u00e7\u00f5es de IA que realmente fazem a diferen\u00e7a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Preencha o formul\u00e1rio abaixo e nosso time de especialistas entrar\u00e1 em contato.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">E n\u00e3o se esque\u00e7a de nos seguir em nossas <a href=\"https:\/\/www.linkedin.com\/company\/dataex\/?viewAsMember=true\">social networks<\/a> e ler o <a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/blog\/\">blog Data Universe<\/a> diariamente.<\/p>","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Tempo de leitura:<\/span> <span class=\"rt-time\"> 5<\/span> <span class=\"rt-label rt-postfix\">minutos<\/span><\/span>Se voc\u00ea viu a palestra na FabCon no ano passado, deve se lembrar&nbsp;de uma demonstra\u00e7\u00e3o inicial das fun\u00e7\u00f5es de IA no Fabric, um novo recurso que facilita a aplica\u00e7\u00e3o de transforma\u00e7\u00f5es baseadas em LLM aos seus dados do OneLake. E hoje a Microsoft anuncia que as&nbsp;fun\u00e7\u00f5es de IA est\u00e3o agora em pr\u00e9-visualiza\u00e7\u00e3o. Com as fun\u00e7\u00f5es [&hellip;]<\/p>\n","protected":false},"author":17,"featured_media":19875,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"1080","_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[281],"tags":[28,11,63,65,47,68],"class_list":["post-19868","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fabric","tag-analytics","tag-azure","tag-data-engineer","tag-data-science","tag-dataex","tag-microsoft"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft Fabric: Fun\u00e7\u00f5es de IA para engenharia de dados com GenAI - DataEX<\/title>\n<meta name=\"description\" content=\"Descubra as novas fun\u00e7\u00f5es de IA que o Microsoft Fabric pode oferecer ao seu neg\u00f3cio lendo o artigo especial que a DataEX produziu para voc\u00ea!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dataex.com.br\/en\/microsoft-fabric-funcoes-de-ia-para-engenharia-de-dados-com-genai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Microsoft Fabric: Fun\u00e7\u00f5es de IA para engenharia de dados com GenAI - 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