Retrieval-Augmented Generation (RAG)

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