Retrieval-Augmented Generation (RAG)

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