Retrieval-Augmented Generation (RAG)

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