Retrieval-Augmented Generation (RAG)

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