{"id":4087,"date":"2025-11-24T11:14:13","date_gmt":"2025-11-24T10:14:13","guid":{"rendered":"https:\/\/hainzelman.com\/?post_type=faq&#038;p=4087"},"modified":"2025-11-24T11:14:13","modified_gmt":"2025-11-24T10:14:13","slug":"wie-werden-daten-zur-wissensnutzung-aufbereitet","status":"publish","type":"faq","link":"https:\/\/hainzelman.com\/en\/faq\/wie-werden-daten-zur-wissensnutzung-aufbereitet\/","title":{"rendered":"How is data processed for knowledge utilization?"},"content":{"rendered":"<p>Hainzelman uses <strong>Retrieval-Augmented Generation (RAG)<\/strong> in combination with <strong>intelligent knowledge refinement.<\/strong>This refinement is a multi-stage process that includes, among other things:&nbsp;<\/p>\n\n\n\n<p>1. <strong>Pre-processing:<\/strong> Removal of irrelevant content (such as HTML code) from documents.&nbsp;<\/p>\n\n\n\n<p>2. <strong>OCR:<\/strong> Nutzung von Optical Character Recognition f\u00fcr schwierige Formate wie gescannte PDFs, um Text zu extrahieren.&nbsp;<\/p>\n\n\n\n<p>3. <strong>Post-processing:<\/strong> Automatisierte Agenten-Workflows verdichten, aggregieren und strukturieren Rohdaten, um h\u00f6herwertige Assets zu schaffen.<\/p>","protected":false},"menu_order":0,"template":"","format":"standard","categories":[233],"class_list":["post-4087","faq","type-faq","status-publish","format-standard","hentry","category-technologie-flexibilitaet-und-integration"],"acpt":null,"acf":[],"_links":{"self":[{"href":"https:\/\/hainzelman.com\/en\/wp-json\/wp\/v2\/faq\/4087","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hainzelman.com\/en\/wp-json\/wp\/v2\/faq"}],"about":[{"href":"https:\/\/hainzelman.com\/en\/wp-json\/wp\/v2\/types\/faq"}],"wp:attachment":[{"href":"https:\/\/hainzelman.com\/en\/wp-json\/wp\/v2\/media?parent=4087"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hainzelman.com\/en\/wp-json\/wp\/v2\/categories?post=4087"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}