Retrieval-Augmented Generation (RAG)

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