Retrieval-Augmented Generation (RAG)

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