Retrieval-Augmented Generation (RAG)

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