Retrieval-Augmented Generation (RAG)

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