Retrieval-Augmented Generation (RAG)

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