Retrieval-Augmented Generation (RAG)

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