Retrieval-Augmented Generation (RAG)

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