Retrieval-Augmented Generation (RAG)

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