Retrieval-Augmented Generation (RAG)

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