Retrieval-Augmented Generation (RAG)

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