Retrieval-Augmented Generation (RAG)

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