Retrieval-Augmented Generation (RAG)

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