Retrieval-Augmented Generation (RAG)

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