Retrieval-Augmented Generation (RAG)

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