Retrieval-Augmented Generation (RAG)

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