Retrieval-Augmented Generation (RAG)

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