Retrieval-Augmented Generation (RAG)

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