Retrieval-Augmented Generation (RAG)

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