Retrieval-Augmented Generation (RAG)

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