Retrieval-Augmented Generation (RAG)

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