Retrieval-Augmented Generation (RAG)

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