Retrieval-Augmented Generation (RAG)

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