Retrieval-Augmented Generation (RAG)

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