Retrieval-Augmented Generation (RAG)

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