Retrieval-Augmented Generation (RAG)

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