Retrieval-Augmented Generation (RAG)

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