Retrieval-Augmented Generation (RAG)

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