Retrieval-Augmented Generation (RAG)

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