Retrieval-Augmented Generation (RAG)

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