Retrieval-Augmented Generation (RAG)

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