Retrieval-Augmented Generation (RAG)

information models analysis technology fine-tuning generieren language modells methods tools tool modelle output deutschland digital algorithm contact prozent knowledge based applications fähigkeit algorithmen code retrieval training benchmark prozess user model creating rag ergebnisse selection method content modell umfasst genauigkeit platform tuning optimieren ki-modelle datasets erzeugen tokenization deep process learning augmented optimierung machine daten llm cases vergleich learn work specific methode intelligenz study performance zeigt zero-shot lage powerful results point asset generation entwicklungen security project development llms hyperparameter künstliche text entwicklung system systems input analyse layers quality leistung informationen times improve people engineering situation key technik improved dataset optimization large data