Retrieval-Augmented Generation (RAG)

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