Retrieval-Augmented Generation (RAG)

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