Retrieval-Augmented Generation (RAG)

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