Retrieval-Augmented Generation (RAG)

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