Retrieval-Augmented Generation (RAG)

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