Retrieval-Augmented Generation (RAG)

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