Retrieval-Augmented Generation (RAG)

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