Retrieval-Augmented Generation (RAG)

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