Retrieval-Augmented Generation (RAG)

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