Retrieval-Augmented Generation (RAG)

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