Retrieval-Augmented Generation (RAG)

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