Retrieval-Augmented Generation (RAG)

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