Retrieval-Augmented Generation (RAG)

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