Retrieval-Augmented Generation (RAG)

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