Retrieval-Augmented Generation (RAG)

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