Retrieval-Augmented Generation (RAG)

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