Retrieval-Augmented Generation (RAG)

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