Retrieval-Augmented Generation (RAG)

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