Retrieval-Augmented Generation (RAG)

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