Retrieval-Augmented Generation (RAG)

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