Retrieval-Augmented Generation (RAG)

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