Retrieval-Augmented Generation (RAG)

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