Retrieval-Augmented Generation (RAG)

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