Retrieval-Augmented Generation (RAG)

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