Retrieval-Augmented Generation (RAG)

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