Retrieval-Augmented Generation (RAG)

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