Retrieval-Augmented Generation (RAG)

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