Retrieval-Augmented Generation (RAG)

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