Retrieval-Augmented Generation (RAG)

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