Retrieval-Augmented Generation (RAG)

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