Retrieval-Augmented Generation (RAG)

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