Retrieval-Augmented Generation (RAG)

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