Retrieval-Augmented Generation (RAG)

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