Retrieval-Augmented Generation (RAG)

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