Retrieval-Augmented Generation (RAG)

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