Retrieval-Augmented Generation (RAG)

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