Retrieval-Augmented Generation (RAG)

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