Retrieval-Augmented Generation (RAG)

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