Retrieval-Augmented Generation (RAG)

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