Retrieval-Augmented Generation (RAG)

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