Retrieval-Augmented Generation (RAG)

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