Retrieval-Augmented Generation (RAG)

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