Retrieval-Augmented Generation (RAG)

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