Retrieval-Augmented Generation (RAG)

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