Retrieval-Augmented Generation (RAG)

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