Retrieval-Augmented Generation (RAG)

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