Retrieval-Augmented Generation (RAG)

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