Retrieval-Augmented Generation (RAG)

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