Retrieval-Augmented Generation (RAG)

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