Retrieval-Augmented Generation (RAG)

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