Retrieval-Augmented Generation (RAG)

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