Retrieval-Augmented Generation (RAG)

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