Retrieval-Augmented Generation (RAG)

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