Retrieval-Augmented Generation (RAG)

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