Retrieval-Augmented Generation (RAG)

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