Retrieval-Augmented Generation (RAG)

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