Retrieval-Augmented Generation (RAG)

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