Retrieval-Augmented Generation (RAG)

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