Retrieval-Augmented Generation (RAG)

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