Retrieval-Augmented Generation (RAG)

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