Retrieval-Augmented Generation (RAG)

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