Retrieval-Augmented Generation (RAG)

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