Retrieval-Augmented Generation (RAG)

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