Retrieval-Augmented Generation (RAG)

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