Retrieval-Augmented Generation (RAG)

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