Retrieval-Augmented Generation (RAG)

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