Retrieval-Augmented Generation (RAG)

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