Retrieval-Augmented Generation (RAG)

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