Retrieval-Augmented Generation (RAG)

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