Retrieval-Augmented Generation (RAG)

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