Retrieval-Augmented Generation (RAG)

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