Retrieval-Augmented Generation (RAG)

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