Retrieval-Augmented Generation (RAG)

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