Retrieval-Augmented Generation (RAG)

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