Retrieval-Augmented Generation (RAG)

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