Retrieval-Augmented Generation (RAG)

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