Retrieval-Augmented Generation (RAG)

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