{"id":2527,"date":"2025-10-28T10:00:32","date_gmt":"2025-10-28T09:00:32","guid":{"rendered":"https:\/\/www.charlyverse.com\/?p=2527"},"modified":"2026-01-21T11:44:09","modified_gmt":"2026-01-21T10:44:09","slug":"investigacion-en-ia-galardonada-en-bensheim","status":"publish","type":"post","link":"https:\/\/www.charlyverse.com\/es\/investigacion-en-ia-galardonada-en-bensheim\/","title":{"rendered":"Investigaci\u00f3n en IA galardonada en Bensheim"},"content":{"rendered":"<p>Nos complace mucho compartir hoy una historia de \u00e9xito muy especial de nuestro equipo: nuestro colega Ernesto Curmen ha sido premiado por su destacado trabajo de m\u00e1ster. En su contribuci\u00f3n, \u00e9l mismo nos ofrece una visi\u00f3n del apasionante contenido y cuenta qu\u00e9 temas le han marcado especialmente. \u00a1Que disfruten la lectura!<\/p>\n<p>Retrieval Augmented Generation, o RAG por sus siglas en ingl\u00e9s, ha cambiado para siempre el panorama de la b\u00fasqueda de documentos. El planteamiento b\u00e1sico es muy sencillo: los documentos se dividen en secciones de texto m\u00e1s peque\u00f1as (<em>chunks<\/em>). Estos <em>chunks<\/em> se convierten en <em>embeddings<\/em> (representaciones vectoriales que contienen la informaci\u00f3n sem\u00e1ntica del texto) y se almacenan en una base de datos. Tras este proceso, un usuario puede formular una pregunta, cuyo embedding tambi\u00e9n se genera y se coloca en la base de datos, de modo que se pueden recuperar todos los embeddings m\u00e1s cercanos desde el punto de vista sem\u00e1ntico. Estos fragmentos de texto seleccionados se utilizan finalmente para generar la respuesta.<\/p>\n<p>Sin embargo, existe un problema central con RAG: las soluciones tradicionales ignoran el contexto general, lo que a menudo provoca que el sistema no encuentre informaci\u00f3n relevante en la base de conocimiento. Por ejemplo, un usuario hipot\u00e9tico podr\u00eda formular la siguiente pregunta al sistema: \u00ab\u00bfQu\u00e9 decisiones se tomaron respecto a los pr\u00f3ximos pasos en la escuela Max Mustermann?\u00bb Este usuario desea obtener informaci\u00f3n sobre plazos, pasos previstos y acuerdos relacionados con la construcci\u00f3n de la escuela. Sin embargo, el fragmento correspondiente, en el que se encuentra la respuesta, puede no contener ninguna referencia expl\u00edcita a la escuela Max Mustermann y, por lo tanto, no puede ser recuperado con \u00e9xito para generar la respuesta.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2511 aligncenter\" src=\"https:\/\/www.charlyverse.com\/wp-content\/uploads\/2025\/10\/Picture1.png\" alt=\"La imagen muestra un ejemplo gr\u00e1fico de una consulta RAG con fragmentos resaltados.\" width=\"589\" height=\"279\" srcset=\"https:\/\/www.charlyverse.com\/wp-content\/uploads\/2025\/10\/Picture1.png 589w, https:\/\/www.charlyverse.com\/wp-content\/uploads\/2025\/10\/Picture1-300x142.png 300w\" sizes=\"auto, (max-width: 589px) 100vw, 589px\" \/><\/p>\n<p>En mi trabajo de m\u00e1ster abord\u00e9 este problema e implement\u00e9 el enfoque de \u00abContextual-RAG\u00bb con el corpus de protocolos plenarios del grupo de investigaci\u00f3n DisLab de la Universidad T\u00e9cnica de Darmstadt. El paso de contextualizaci\u00f3n tiene lugar despu\u00e9s de dividir el texto en chunks y antes de convertirlos en embeddings. Cada chunk se enriquece con contexto relevante, procedente de declaraciones anteriores o posteriores, o incluso vinculado a la idea principal del texto completo. As\u00ed, cada chunk se complementa con pistas sem\u00e1nticas que antes no estaban expl\u00edcitamente presentes, pero que ahora pueden coincidir con la consulta de un usuario. Esta contextualizaci\u00f3n se llev\u00f3 a cabo con modelos ling\u00fc\u00edsticos locales disponibles p\u00fablicamente. Los resultados permiten concluir que la aplicaci\u00f3n de Contextual-RAG en la b\u00fasqueda de un corpus pol\u00edtico alcanza hasta un 18 % m\u00e1s de rendimiento en recall que el uso de Basic-RAG. Es decir, se encuentran m\u00e1s resultados relevantes entre las top-k respuestas.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2515 aligncenter\" src=\"https:\/\/www.charlyverse.com\/wp-content\/uploads\/2025\/10\/Picture2.png\" alt=\"La imagen muestra un gr\u00e1fico de barras con resultados de recall y MRR de diferentes enfoques RAG.\" width=\"589\" height=\"257\" srcset=\"https:\/\/www.charlyverse.com\/wp-content\/uploads\/2025\/10\/Picture2.png 589w, https:\/\/www.charlyverse.com\/wp-content\/uploads\/2025\/10\/Picture2-300x131.png 300w\" sizes=\"auto, (max-width: 589px) 100vw, 589px\" \/><\/p>\n<p>Los conocimientos y m\u00e9todos obtenidos en este trabajo se incorporar\u00e1n directamente al software empresarial Inno:docs. Inno:docs es un chatbot impulsado por IA que permite buscar datos de la empresa en lenguaje natural y proporciona respuestas basadas en hechos. El enfoque Contextual-RAG permite al sistema encontrar m\u00e1s documentos relevantes, ya que cada chunk tiene en cuenta el contexto completo del texto y no se almacena de forma aislada en la base de datos.<\/p>\n<p>&nbsp;<\/p>\n<p><em>Imagen: Innomatik AG<\/em><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Nos complace mucho compartir hoy una historia de \u00e9xito muy especial de nuestro equipo: nuestro colega Ernesto Curmen ha sido premiado por su destacado trabajo de m\u00e1ster. En su contribuci\u00f3n, \u00e9l mismo nos ofrece una visi\u00f3n del apasionante contenido y cuenta qu\u00e9 temas le han marcado especialmente. \u00a1Que disfruten la lectura! Retrieval Augmented Generation, o [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":2519,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","osh_disable_topbar_sticky":"default","osh_disable_header_sticky":"default","osh_sticky_header_style":"default","osh_sticky_header_effect":"","osh_custom_sticky_logo":0,"osh_custom_retina_sticky_logo":0,"osh_custom_sticky_logo_height":0,"osh_background_color":"","osh_links_color":"","osh_links_hover_color":"","osh_links_active_color":"","osh_links_bg_color":"","osh_links_hover_bg_color":"","osh_links_active_bg_color":"","osh_menu_social_links_color":"","osh_menu_social_hover_links_color":"","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[],"footnotes":""},"categories":[105],"tags":[238,270,438,185,439,432],"class_list":["post-2527","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia-y-robotica","tag-forschung-es","tag-ia-es","tag-investigacion","tag-ki-es","tag-rag","tag-software-es","entry","has-media"],"yoast_head":"<!-- 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