Retrieval-Augmented Generation (RAG)

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