Retrieval-Augmented Generation (RAG)

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