Retrieval-Augmented Generation (RAG)

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