Retrieval-Augmented Generation (RAG)

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