Retrieval-Augmented Generation (RAG)

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