Retrieval-Augmented Generation (RAG)

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