Retrieval-Augmented Generation (RAG)

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