Retrieval-Augmented Generation (RAG)

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