Retrieval-Augmented Generation (RAG)

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