Retrieval-Augmented Generation (RAG)

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