Retrieval-Augmented Generation (RAG)

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