Retrieval-Augmented Generation (RAG)

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