Retrieval-Augmented Generation (RAG)

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