Retrieval-Augmented Generation (RAG)

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