Retrieval-Augmented Generation (RAG)

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