Retrieval-Augmented Generation (RAG)

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