Retrieval-Augmented Generation (RAG)

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