Retrieval-Augmented Generation (RAG)

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