Retrieval-Augmented Generation (RAG)

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