Retrieval-Augmented Generation (RAG)

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