Retrieval-Augmented Generation (RAG)

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