Retrieval-Augmented Generation (RAG)

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