Retrieval-Augmented Generation (RAG)

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