Retrieval-Augmented Generation (RAG)

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