Retrieval-Augmented Generation (RAG)

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