Retrieval-Augmented Generation (RAG)

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