Retrieval-Augmented Generation (RAG)

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