Retrieval-Augmented Generation (RAG)

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