Retrieval-Augmented Generation (RAG)

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