Retrieval-Augmented Generation (RAG)

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