Retrieval-Augmented Generation (RAG)

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