Retrieval-Augmented Generation (RAG)

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