{"id":5767,"date":"2021-05-05T19:41:42","date_gmt":"2021-05-05T17:41:42","guid":{"rendered":"https:\/\/www.ibidemgroup.com\/edu\/?p=5767"},"modified":"2024-03-04T12:38:40","modified_gmt":"2024-03-04T11:38:40","slug":"traduccion-automatica-txtai","status":"publish","type":"post","link":"https:\/\/www.ibidemgroup.com\/edu\/traduccion-automatica-txtai\/","title":{"rendered":"Traducir texto de un idioma a otro."},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><span style=\"color:#0693e3\" class=\"color\">Dentro de las muchas traducciones de inform\u00e1tica que realizamos para nuestros clientes, hemos querido traducir de Ingl\u00e9s a Espa\u00f1ol esta Gu\u00eda de traducci\u00f3n autom\u00e1tica de textos para Txtai, un interesante motor de b\u00fasqueda basado en inteligencia artificial (AI). <\/span><br><\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><span style=\"color:#0693e3\" class=\"color\">Texto original de <\/span><strong><span style=\"color:#0693e3\" class=\"color\">David Mezzeti,<\/span><\/strong><span style=\"color:#0693e3\" class=\"color\"> fundador de la empresa \u00abNeuML\u00bb. <\/span><\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">***<\/p>\n\n\n\n\n\n<p class=\"wp-block-paragraph\"><strong><span style=\"background-color:#eeeeee\" class=\"background-color\">TUTORIALES SOBRE TXTAI (14 cap\u00edtulos)<\/span><\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>Tutoriales sobre txtai<\/li><li>Construir un \u00edndice Embeddings con conjuntos de datos de Hugging Face<\/li><li>Construir un \u00edndice Embeddings a partir de una fuente de datos<\/li><li>A\u00f1adir b\u00fasqueda sem\u00e1ntica a Elasticsearch<\/li><li>Control de calidad extractivo con txtai<\/li><li>Control de calidad extractivo con Elasticsearch<\/li><li>Aplicar etiquetas con clasificaci\u00f3n de disparo cero<\/li><li>Galer\u00eda de la API de txtai<\/li><li>Creaci\u00f3n de res\u00famenes de texto abstracto<\/li><li>Extraer texto de documentos<\/li><li>Transcribir audio a texto<\/li><li>Traducir texto de un idioma a otro <\/li><li>B\u00fasqueda por similitud con im\u00e1genes<\/li><li>Ejecutar flujos de trabajo<\/li><\/ol>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/colab.research.google.com\/github\/neuml\/txtai\/blob\/master\/examples\/12_Translate_text_between_languages.ipynb\"><img decoding=\"async\" src=\"https:\/\/camo.githubusercontent.com\/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1\/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Este art\u00edculo forma parte de una serie de tutoriales sobre&nbsp;<a href=\"https:\/\/github.com\/neuml\/txtai\">txtai<\/a>, un motor de b\u00fasqueda con tecnolog\u00eda de IA.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Este art\u00edculo trata sobre traducci\u00f3n autom\u00e1tica respaldada por modelos Hugging Face. La calidad de la traducci\u00f3n autom\u00e1tica a trav\u00e9s de los servicios en la nube ha avanzado mucho y produce resultados de gran calidad. Este art\u00edculo muestra c\u00f3mo los modelos Hugging Face ofrecen a los desarrolladores una alternativa razonable para la traducci\u00f3n autom\u00e1tica local.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_89 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">INDICE<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.ibidemgroup.com\/edu\/traduccion-automatica-txtai\/#Instalar_dependencias\" >Instalar\ndependencias<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.ibidemgroup.com\/edu\/traduccion-automatica-txtai\/#Crear_una_instancia_de_traduccion\" >Crear\nuna instancia de traducci\u00f3n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.ibidemgroup.com\/edu\/traduccion-automatica-txtai\/#Traducir_texto\" >Traducir\ntexto<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.ibidemgroup.com\/edu\/traduccion-automatica-txtai\/#Traducir_varios_idiomas_a_la_vez\" >Traducir varios\nidiomas a la vez<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Instalar_dependencias\"><\/span><strong>Instalar\ndependencias<\/strong><strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Instalar&nbsp;<span style=\"background-color:#eeeeee\" class=\"background-color\">txtai&nbsp;<\/span>y todas las dependencias.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">pip install txtai<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Crear_una_instancia_de_traduccion\"><\/span><strong>Crear\nuna instancia de traducci\u00f3n<\/strong><strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La instancia de traducci\u00f3n es el principal punto de entrada para la traducci\u00f3n de texto entre idiomas. La canalizaci\u00f3n abstrae la traducci\u00f3n del texto en una llamada de una l\u00ednea.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La canalizaci\u00f3n tiene una l\u00f3gica para detectar el idioma de\nentrada, cargar el modelo pertinente que se encarga de la traducci\u00f3n del idioma\nde origen al de destino y devolver los resultados. El proceso de traducci\u00f3n\ntambi\u00e9n tiene una l\u00f3gica integrada para dividir grandes bloques de texto en\nsecciones m\u00e1s peque\u00f1as que los modelos puedan manejar.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">from txtai.pipeline import Translation<br><br># Create translation model<br>translate = Translation()<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Traducir_texto\"><\/span><strong>Traducir\ntexto<\/strong><strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">El siguiente ejemplo muestra c\u00f3mo traducir un texto del ingl\u00e9s\nal espa\u00f1ol. Este texto se vuelve a traducir al ingl\u00e9s.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">translation = translate(\"This is a test translation into Spanish\", \"es\")<br>translation<\/pre>\n\n\n\n<pre class=\"wp-block-preformatted\">Esta es una traducci\u00f3n de prueba al espa\u00f1ol<\/pre>\n\n\n\n<pre class=\"wp-block-preformatted\">translate(translation, \"en\")<\/pre>\n\n\n\n<pre class=\"wp-block-preformatted\">This is a test translation into Spanish<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Traducir_varios_idiomas_a_la_vez\"><\/span><strong>Traducir varios\nidiomas a la vez<\/strong><strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La siguiente secci\u00f3n traduce una frase de ingl\u00e9s a 5 idiomas diferentes. Los resultados se pasan a una \u00fanica llamada de traducci\u00f3n para que se traduzcan al ingl\u00e9s. La canalizaci\u00f3n detecta cada idioma de entrada y es capaz de cargar los modelos de traducci\u00f3n pertinentes.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">languages = [\"fr\", \"es\", \"de\", \"hi\", \"ja\"]<br><br>translations = [translate(\"The sky is blue, the stars are far\", language) for language in languages]<br><br>english = translate(translations, \"en\")<br><br>for x, text in enumerate(translations):<br>&nbsp; print(\"Original Language: %s\" % languages[x])<br>&nbsp; print(\"Translation: %s\" % text)<br>&nbsp; print(\"Back to English: %s\" % english[x])<br>&nbsp; print()<\/pre>\n\n\n\n<pre class=\"wp-block-preformatted\">Original Language: fr<br>Translation: Le ciel est bleu, les \u00e9toiles sont loin<br>Back to English: The sky is blue, the stars are far away<br><br>Original Language: es<br>Translation: El cielo es azul, las estrellas est\u00e1n lejos.<br>Back to English: The sky is blue, the stars are far away.<br><br>Original Language: de<br>Translation: Der Himmel ist blau, die Sterne sind weit<br>Back to English: The sky is blue, the stars are wide<br><br>Original Language: hi<br>Translation: \u0906\u0915\u093e\u0936 \u0928\u0940\u0932\u093e \u0939\u0948, \u0924\u093e\u0930\u0947 \u0926\u0942\u0930 \u0939\u0948\u0902<br>Back to English: Sky is blue, stars are away<br><br>Original Language: ja<br>Translation: \u5929\u306f\u9752\u3044\u3001\u661f\u306f\u9060\u3044\u3002<br>Back to English: The heavens are blue and the stars are far away.<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">La calidad de la traducci\u00f3n es, en general, muy alta. La traducci\u00f3n\nautom\u00e1tica ha dado pasos de gigante en los \u00faltimos dos a\u00f1os. Estos modelos\nofrecen a los desarrolladores una s\u00f3lida alternativa a los servicios de\ntraducci\u00f3n en la nube si se prefiere traducir en servidores locales.<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;5767&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Rate this post&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 votos)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;Traducir texto de un idioma a otro.&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">Rate this post<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"Traducci\u00f3n autom\u00e1tica respaldada por modelos Hugging Face en el motor de b\u00fasqueda Txtai (AI). Un texto original de David Mezzeti, traducido aqu\u00ed a Espa\u00f1ol.","protected":false},"author":3,"featured_media":5769,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[619],"tags":[151,236,237],"class_list":["post-5767","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-traduccion-automatica","tag-traduccion-automatica","tag-traducir-texto","tag-txtai"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"Traducci\u00f3n de la Gu\u00eda de Traducci\u00f3n Autom\u00e1tica de Textos para Txtai, un interesante motor de b\u00fasqueda basado en inteligencia artificial. 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