Retrieval-Augmented Generation (RAG)

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