Retrieval-Augmented Generation (RAG)

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