Retrieval-Augmented Generation (RAG)

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