Retrieval-Augmented Generation (RAG)

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