Retrieval-Augmented Generation (RAG)

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