Retrieval-Augmented Generation (RAG)

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