Retrieval-Augmented Generation (RAG)

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