Retrieval-Augmented Generation (RAG)

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