Retrieval-Augmented Generation (RAG)

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