Retrieval-Augmented Generation (RAG)

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