Retrieval-Augmented Generation (RAG)

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