Retrieval-Augmented Generation (RAG)

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