Retrieval-Augmented Generation (RAG)

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