Retrieval-Augmented Generation (RAG)

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