Retrieval-Augmented Generation (RAG)

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