Retrieval-Augmented Generation (RAG)

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