Retrieval-Augmented Generation (RAG)

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