Retrieval-Augmented Generation (RAG)

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