Retrieval-Augmented Generation (RAG)

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