Retrieval-Augmented Generation (RAG)

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