Retrieval-Augmented Generation (RAG)

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