Retrieval-Augmented Generation (RAG)

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