Retrieval-Augmented Generation (RAG)

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