Retrieval-Augmented Generation (RAG)

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