Retrieval-Augmented Generation (RAG)

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