Retrieval-Augmented Generation (RAG)

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