Retrieval-Augmented Generation (RAG)

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