Retrieval-Augmented Generation (RAG)

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