Retrieval-Augmented Generation (RAG)

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