Retrieval-Augmented Generation (RAG)

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