Retrieval-Augmented Generation (RAG)

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