Retrieval-Augmented Generation (RAG)

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