Retrieval-Augmented Generation (RAG)

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