Retrieval-Augmented Generation (RAG)

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