Retrieval-Augmented Generation (RAG)

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