Retrieval-Augmented Generation (RAG)

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