Retrieval-Augmented Generation (RAG)

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