Retrieval-Augmented Generation (RAG)

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