Retrieval-Augmented Generation (RAG)

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